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8 Feb 2019
Join Reservoir Labs at the RSA Conference from March 4 through March 7, 2019, in San Francisco,…
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string(2176) "In a Fireside chat featured on HPCWire as part of Intel's HPC + AI Pavillion, Reservoir Labs and Hewlett Packard Enterprise Fellows Muthu Baskaran and Michael Woodacre, respectively, discuss how Reservoir's ENSIGN technology brings advanced analytics at scale to HPE's Superdome Flex.
This recording will be featured at HPE Discover, which begins Tuesday, June 23 and is being held virtually this year, covering technology areas including Hybrid Cloud, Data and Applications, Digital Transformation, and Intelligent Edge.
Watch "Driving Innovation and Gaining New Insights in HPC on demand, or register for HPE Discover at no cost for these exciting new insights in HPC and more." 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Since 2012, The CyberWire has delivered relevant news and insights to the cyberspace industry. The CyberWire's Research Saturday podcasts air weekly to connect listeners to top cybersecurity researchers, a community Reservoir Labs, a leader in cybersecurity research and development, is proud to support. Visit www.reservoir.com/cyberwire to learn more about Reservoir Labs' cybersecurity solutions including R-Scope, offering network visibility for enterprise security, and ENSIGN, providing deep pattern discovery at enterprise scale. Visit www.thecyberwire.com to subscribe to Research Saturday podcasts." 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Our commitment to our employees, clients, and communities at large is to ensure we do as much as possible to mitigate their risk of exposure. Reservoir has successfully transitioned to a fully virtual environment and will continue operations as such, until it is deemed safe to resume on-site work. Reservoir Labs' business operations and service offerings remain consistent throughout this time. We are thankful to our commercial and government clients as well as technology partners that we have been able to continue valuable collaboration, virtually uninterrupted. Our thoughts and safe wishes are with those individuals and businesses who have been seriously impacted by the current health crisis. If you know someone whose role has been impacted by recent events, please share that we are actively hiring top talent (see our open opportunities)." 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R-Scope offers network visibility for enterprise security, deployed in physical and virtual environments and based on open-source Zeek. In the report, 451 Research acknowledges the benefits of R-Scope and it's built-in features, such as Selective Packet Capture, to offer "a set of queue management techniques that both speed processing and ensure that all the data of interest in the capture environment is successfully captured and available." It concludes that "R-Scope network sensors address the need for greater performance in analytics and traffic capacity to raise the impact that network viewpoints provide."" 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Join Reservoir Labs at the RSA Conference from March 4 through March 7, 2019, in San Francisco, California. Reservoir is showcasing R-Scope® 
Reservoir Labs is proud be part of a global team of 225 volunteer experts from 85 organizations that span industry, academia, and government that will build and operate SCinet, the dedicated high-capacity network for the SC Conference in Dallas this year. Exhibitors and visitors at SC18 year will enjoy access to 4.02 terabits per second of bandwidth across 1 million square feet in the Kay Bailey Hutchison Convention Center Dallas thanks to SCinet.
The SC Conference supports thousands of exhibitors and more than 11,000 conference attendees. Many of the industry, academic, and lab exhibitors are running 100 Gbps feeds to the show floor to demonstrate their technologies and run collaborative experiments. This year the total WAN bandwidth will exceed 4 terabits per second.
The SCinet Security team has an interesting challenge: the dedicated high-capacity network has no firewall. Reservoir is contributing a cluster of R-Scope systems to offer deep network visibility and operationalize threat intelligence. Reservoir will also be testing ENSIGN, Reservoir's spectral hypergraph analytics tool, as part of the Network Research Exhibition testbed (NRE) to identify malicious network behavior.
Reservoir’s Managing Engineers Alan Commike, Muthu Baskaran and Tom Henretty will also be contributing expertise and time to the effort. In his sixth year volunteering with SCinet, Alan Commike is co-lead for the Network Security team at SCinet this year, responsible for network and cyber security.
Please contact us for more detail on Reservoir’s role at SCinet
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As part of the 2018 Supercomputing Conference in Dallas, TX, Reservoir Labs is presenting a Workshop entitled "Analysis of Explicit vs. Implicit Tasking in OpenMP Using Kripke". Reservoir engineers Charles Jin and Muthu Baskaran will discuss Reservoir's latest research on the advantages of explicit task-based parallelism for real-world applications where the pattern of dependence relations makes implicit parallelism inefficient. This is demonstrated through the sweep kernel of the Kripke benchmark. The kernel has high levels of parallelism, but it is only effective to access this parallelism in the context of a run-time that accepts and schedules with explicit dependences between tasks. The demonstration is in the context of OpenMP 4.5. The work motivates our R-Stream capabilities for generating such explicit task based parallel programs automatically from simple high-level specifications of the kernel.
This talk will take place on Monday, November 12 from 3:45pm CT - 4:00pm CT at the Kay Bailey Hutchison Convention Center Dallas, as part of the ESPM2 Workshop."
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string(1571) "As part of the 2018 Supercomputing Conference in Dallas, TX, Reservoir Labs is presenting a Workshop paper entitled "Fast Detection of Elephant Flows with Dirichlet-Categorical Inference". Reservoir engineers Aditya Gudibanda and Jordi Ros-Giralt introduce new innovative algorithms for high performance networking to detect heavy hitter flows reducing error rate by a factor of 20. This will be an important step towards fast and efficient traffic engineering optimization in high speed data networks.
View the slides from this presentation.
This talk takes place on Sunday, November 11 from 11:30am CT - 12:00pm CT at the Kay Bailey Hutchison Convention Center Dallas, as part of the INDIS workshop."
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Reservoir engineers are sharing their cyber security and data analytics expertise at BroCon 2018. On October 11, 2018, Mr. Alan Commike is presenting "The Ins and Outs of Developing a new Bro protocol analyzer in BinPAC." The following day, Dr. James Ezick is holding a session on "Gaining Insight from Bro Logs through Pattern Discovery with Tensor Decompositions".
Stop by Reservoir's exhibit at BroCon to learn more about R-Scope® Advanced Threat Detection and ENSIGN®, delivering AI-based pattern discovery and graph analytics for multidimensional data sets. Be sure to pick up a free copy of R-Scope VM Community Edition.
We invite you to meet with our experts around these sessions.
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Reservoir Labs is presenting three papers at the 2018 IEEE High Performance Extreme Computing Conference (HPEC '18) in Waltham, MA. Best Paper Finalist "Computationally Efficient CP Tensor Decomposition Update Framework for Emerging Component Discovery in Streaming Data," shows new ENSIGN® capabilities for large scale streaming sparse tensor or hypergraph decompositions on cyber security log data, including the ability to discover new behaviors occurring on the network through the ability of the numerical algorithm and implementation to form new components. This work adds to Reservoir's differentiated capabilities in streaming statistical analysis of large scale graph and hypergraph data, utilizing parallel computing and proprietary data structures and algorithms.
Reservoir Labs is also presenting "All-at-once Decomposition of Coupled Billion-scale Tensors in Apache Spark," which shows how to perform very large scale hypergraph decomposition and sparse tensor decomposition utilizing the Apache Spark platform, including the ability to perform this for coupled sparse tensor decomposition. The results surface meaningful and interesting behaviors in cyber security and geospatial activity databases. A third paper, "Accelerating Dijkstra's Algorithm Using Multiresolution Priority Queues," presents Reservoir's research in achieving an asymptotic improvement in shortest path finding for very large scale graph data analytics through the application of Reservoir's proprietary multiresolution queue data structure."
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Reservoir Labs is presenting "Rethinking Security: The Essential Element of Your Security" at Black Hat USA 2018 in Las Vegas, NV at the Mandalay Bay Convention Center. Hosted by Reservoir's partner, Gigamon, this talk covers Reservoir's latest capabilities in network security and utilization of R-Scope®. The presentation will be held at Gigamon's booth, #1058, on Wednesday, August 8 at 4pm PT. Following Black Hat, Reservoir Labs is attending Def Con 26 at Caesar's Palace & Flamingo.
Schedule a meeting with the team during these events or contact us for more information."
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We are pleased to announce that Dr. Jordi Ros-Giralt of Reservoir Labs, is presenting “High Speed Elephant Flow Detection Under Partial Information” at the IEEE International Symposium on Networks, Computers and Communications 2018.
The presentation demonstrates new innovations in both high performance networking and operational network visibility, showing results from our research laboratory: algorithms that exploit the information theoretic properties of traffic to determine the behavior of flows with very high efficiency. These new algorithms provide orders of magnitude improvement in flow monitoring computational and memory requirements on high-speed networks.
The presentation will be held on Thursday, June 21 at 11:00am CET in Room Galileo at The University of Rome Tor Vergata in Rome, Italy.
Click here to view or download the publication.
Click here for more information about IEEE ISNCC 2018."
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string(1722) "Reservoir engineers have been steadfast in a commitment to the Bro community to ensure code-compatibility with the open-source Bro kernel. As part of this approach, Reservoir developed Bro-based FIX (Financial Information eXchange) analyzers to be used by the entire community, available for ASCII and Binary network protocols.
R-Scope from Reservoir Labs is a highly scalable network sensor that enables behavioral analytics for cybersecurity. Based on the open-source Bro engine, R-Scope is infused with patented algorithms and hardened for reliability, availability and serviceability (RAS) to enable optimal performance for Enterprise deployment.
The FIX Protocol Analyzer can be downloaded via GitHub on the Reservoir or Bro repositories.
Reservoir Labs Professional Services are available to create unique, enterprise-specific analyzers. If you would like to learn more about R-Scope, Training, or Professional Services, please contact us."
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For more information, read Reservoir's SBIR/STTR Success Story, and additional SBIR/STTR Success Stories."
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string(1253) "On Tuesday, April 17 in Orlando, FL, Tom Henretty, Managing Engineer at Reservoir Labs, will present the paper "Topic Modeling for Analysis of Big Data Tensor Decomposition" at the SPIE Disruptive Technologies in Information Science conference. Tensor decompositions have recently shown promising results when addressing problems in cyber security and intelligence analysis. Tensor decomposition can pull out components, kinds of stories, activities, and anomalies in big data. Reservoir's ENSIGN technology enables tensor decompositions to scale to very large data. Tom will present an approach to automated component clustering and classification based on the Latent Dirichlet Allocation (LDA) topic modeling technique. This enables more rapid separation of known activities from anomalies. Tom will show example applications to representative cyber security and geospatial datasets. For more information about Reservoir Labs' presentation, click here."
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string(924) "On April 16 through April 19, 2018, Reservoir Labs is exhibiting at RSA Conference in San Francisco, California. Reservoir is showcasing R-Scope® and ENSIGN™ solutions. R-Scope provides enterprise-wide visibility that enables identification of sophisticated attack behaviors in real time. ENSIGN uses unsupervised discovery to separate subtle undercurrents and deep, cross-dimensional patterns.
Reservoir Labs is offering free expo passes (use code X8ERESER) and free VM trials of R-Scope. To request a meeting during the week of April 16, click here."
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string(1112) "On Saturday January 20 in New York city, Reservoir's Rich Lethin will present at BSidesNYC, explaining how computing and examining the spectrum of "high dimensional graphs" (or hypergraphs) can illuminate connections that are implicit, to reveal interesting activity in data such as event logs. BSidesNYC is "an Information / Security conference that’s different. We’re a 100% volunteer organized event put on by and for the community and we truly strive to keep information free." The focus of Richard's presentation will be intuition about how the mathematics works, with examples and illustrations from the application of Reservoir's ENSIGN tool to cyber data. For more information about ENSIGN, please see our papers about the unique technology that Reservoir brings for sparse tensor decompositions.
Slides from the session are here."
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string(952) "At FloCon2018, in Tucson, Arizona on Thursday, January 11, Reservoir's James Ezick will present Reservoir's work on applying the ENSIGN sparse tensor decomposition tools to large scale flows to detect anomalous or alarming behaviors. In the presentation, Jim will present our team's research at the Supercomputing 2017 conference, where we used ENSIGN to analyze the network metadata captured by the R-Scope sensor cluster in the SCinet network, with tens of thousands of users and terabits per second of bandwidth. Please click here for an abstract to the presentation."
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string(719) "We are pleased to announce that Dr. Benoit Pradelle, senior engineer at Reservoir Labs, will present "Polyhedral Optimization of TensorFlow Computation Graphs" at ESPT-2017. The workshop is held in conjunction with SC17 and will take place on November 12 at the Colorado Convention Center in Denver (Rm 506).
Polyhedral Optimization of TensorFlow Computation Graphs
Benoit Pradelle, Benoit Meister, Muthu Baskaran, Jonathan Springer, Richard Lethin
Presented by Benoit Pradelle
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string(1063) "Reservoir Labs is pleased to announce that Dr. Jordi Ros-Giralt and Dr. Muthu Baskaran will present the following papers at the 4th International Workshop on Innovating the Network for Data Intensive Science (INDIS) 2017. The workshop is held in conjunction with SC17 and will take place on November 12 at the Colorado Convention Center in Denver.
Algorithms and Data Structures to Accelerate Network Analysis (1.30pm-1.50pm)
Jordi Ros-Giralt, Alan Commike, Peter Cullen, Richard Lethin
Presented by Jordi Ros-Giralt
Enhancing Network Visibility and Security Through Tensor Analysis (11.50am-12.10pm)
Muthu Baskaran, David Bruns-Smith, Thomas Henretty, James Ezick, Richard Lethin
Presented by Muthu Baskaran
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Reservoir Labs is proud to be able to be part of the team that will build and operate SCinet at the Supercomputing 2017 conference. SCinet is an extremely high-performance network, bringing in several dozen 100 Gbps feeds from around the world.
The Supercomputing conference supports thousands of exhibitors and 10's of thousands of conference attendees with network service. Many of the industry, academic, and labs exhibitors are running 100 Gbps feeds to the show floor to demonstrate their technologies and to run collaborative experiments. This year the switching capacity of SCinet will be several 10's of Terabits per second and the SCinet team is planning for peak traffic exceeding many Tbps.
Security at SCinet is an interesting challenge because the network has no firewall! Reservoir is contributing a cluster of R-Scope systems to perform metadata extraction and to operationalize threat intelligence, and will be running ENSIGN as part of SCinet's research exposition. Reservoir's Managing Engineers Alan Commike, Muthu Baskaran and Tom Henretty will be contributing expertise and time to the effort; Alan Commike is running SCinet security and Muthu and Tom will be running ENSIGN and testing new technologies that we are developing in a DOE ASCR sponsored SBIR effort. Please contact us to arrange to visit us at SCinet; to see R-Scope and ENSIGN in operation and to get a tour of SCinet.
For more information about SCinet, please see the Q&A with SCinet's chair Jeffrey Schwab.
For more information about R-Scope, please visit the R-Scope page. Please try the Community Edition of the R-Scope VM, available free."
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The conference will take place on September 12-14 at the National Center for Supercomputing Applications in Urbana, IL. Please contact us here to schedule a meeting with our team."
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string(1297) "Reservoir Labs will be presenting at the 2017 IEEE High Performance Extreme Computing Conference (HPEC ‘17), which will take place on September 12-14 at the Westin Hotel in Waltham, MA. Please join us for our fifteenth year at this premier conference on the convergence of High Performance and Embedded Computing.
Reservoir Labs will present the following research:
[Best Paper Finalist] Memory-efficient Parallel Tensor Decompositions
Muthu Baskaran, Tom Henretty, Benoit Pradelle, M. Harper Langston, David Bruns-Smith, James Ezick, Richard Lethin
A Quantitative and Qualitative Analysis of Tensor Decompositions on Spatiotemporal Data
Tom Henretty, Muthu Baskaran, James Ezick, David Bruns-Smith (Reservoir Labs), Tyler Simon (University of Maryland)
Multiresolution Priority Queues
Jordi RosGiralt, Alan Commike, Peter Cullen, Jeff Lucovsky, Dilip Madathil, Richard Lethin"
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string(991) "Message to R-Scope Customers and Colleagues Regarding the Recent WannaCry Ransomware
This is a courtesy message regarding the recent WannaCry ransomware outbreak. It includes tools and techniques, specific to R-Scope, that we feel will be valuable in combating this threat.
This message contains instructions for configuring and deploying Reservoir Labs curated threat intelligence specific to WannaCry, as well as general guidance as to how to hunt for WannaCry ransomware using your existing metadata.
The Reservoir Labs wannacry.intel file is now hosted on our public Github repository and freely available to download and distribute for personal or commercial use. As R-Scope users, we encourage you to leverage this resource to aid in identifying and remediating the WannaCry malware.
View the full message here."
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string(1234) "Efficient packet forwarding using cyber-security aware policies
Reservoir Labs is honored to have been issued another patent published on April 4, 2017 on key HPC technology within R-Scope that allows Reservoir's customers to achieve deep insights into their networks at uniquely high speed and with depth of analysis. The patent describes Reservoir's lock free data structures to enable packet processing at very large scale. The lock free data structures both eliminate key bottlenecks in the packet processing path for multicore concurrency and make the packet processing layer substantially resilient against denial of service (DoS) attacks.
Link to Patent
Please contact Reservoir Labs for a demo of this technology or to arrange a proof-of-concept (POC) trial. Congratulations to Dr. Jordi Ros-Giralt, Dr. Richard A. Lethin, Mr. Alan Commike." ["post_title"]=> string(63) "Reservoir Labs Awarded Patent for Scaling Network Cybersecurity" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(40) "patent-for-scaling-network-cybersecurity" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-29 13:49:10" ["post_modified_gmt"]=> string(19) "2020-05-29 17:49:10" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(69) "https://www.reservoir.com/2017/05/05/seeing-is-believing-at-rsa-copy/" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [42]=> object(WP_Post)#3368 (24) { ["ID"]=> int(5466) ["post_author"]=> string(3) "168" ["post_date"]=> string(19) "2017-02-08 09:22:04" ["post_date_gmt"]=> string(19) "2017-02-08 14:22:04" ["post_content"]=> string(1365) "RSA 2017, February 13-17 Booth N4409, Moscone Center, San Francisco Free Expo Pass for RSA 2017 here, enter code: XE7RSRLAB Reservoir Labs is pleased to be exhibiting at the RSA Conference in San Francisco February 13-17. We will showcase R-Scope®, an advanced threat detection appliance, and ENSIGN, our powerful analytic platform. R-Scope enables the identification of sophisticated attack behaviors by today’s (and tomorrow’s) hackers with a real-time focus on what’s happening right now, in and around your network. Powered by the Bro engine, R-Scope is an enterprise-ready, enterprise-secure solution that delivers the industry’s most customizable network security monitoring tool that exists in a fully hardened platform. ENSIGN enables unsupervised discovery of subtle undercurrents and deep, cross-dimensional correlations within these structures. Leveraging any structured or unstructured data source, ENSIGN identifies outlier behavior at scale and feeds the analyst’s workflow to hunt for malicious behavior, both internally and externally sourced. Contact us to schedule a demo. Booth #4409, Moscone Center, San Francisco, CA" ["post_title"]=> string(26) "Seeing is Believing at RSA" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(26) "seeing-is-believing-at-rsa" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-29 13:49:56" ["post_modified_gmt"]=> string(19) "2020-05-29 17:49:56" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=5466" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [43]=> object(WP_Post)#3367 (24) { ["ID"]=> int(5453) ["post_author"]=> string(3) "168" ["post_date"]=> string(19) "2017-01-10 12:06:02" ["post_date_gmt"]=> string(19) "2017-01-10 17:06:02" ["post_content"]=> string(615) "
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string(9628) "Reservoir Labs will be participating in Supercomputing 2016 (SC16) on Friday, November 11 through Thursday, November 17, in Salt Lake City, UT. Please join us at the following venues or contact us for a private briefing.
SCinet The Fastest Network Connecting the Fastest Computers
Annually, Supercomputing hosts one of the most powerful and advanced networks in the world —SCinet. SCinet brings to life a high-capacity network that supports the revolutionary applications and experiments that are a hallmark of the SC conference. SCinet will link the convention center to research and commercial networks around the world. In doing so, SCinet serves as the platform for exhibitors to demonstrate the advanced computing resources of their home institutions and elsewhere by supporting a wide variety of bandwidth-driven applications including supercomputing and cloud computing. Reservoir Labs supports the Network Security capabilities of SCinet with R-Scope® Advanced Threat Solution and ENSIGN Hypergraph analytics.
SCinet Demonstrations are available through NRE, Network Research Exhibition, throughout the week.
Each year the SCinet NRE showcases the leading network-based solutions that were created to deliver the highest performance available within the greatest security footprint. The goal of the NRE is to showcase technologies that will impact HPC in general and SCinet in particular. Topics for SC16’s NRE demonstrations and experiments range from software-defined networking (SDN) to security/encryption and resilience.
Reservoir Labs will demonstrate the fusion of two of its leading technologies – 1) R-Scope, a high-performance cyber security appliance enabling deep network visibility, advanced situational awareness, and real-time security event detection by extracting cyber-relevant data from network traffic, and 2) ENSIGN, a high-performance Big Data analysis tool that provides the fastest and most scalable tensor analysis routines to reveal interesting patterns and discover subtle undercurrents and deep cross-dimensional correlations in data. Our objective is to demonstrate the effectiveness of ENSIGN analytics in an operational cyber security setup to extract anomalous patterns of network traffic, detect alarming behaviors, and provide actionable insights into network data, by analyzing network metadata output logs from the R-Scope systems.
Please contact Reservoir Labs if you would like to schedule a demonstration.
HP-CAST27 HP Consortium for Advanced Scientific and Technical Computing.
Friday - Saturday, November 11-12, at the Salt Lake Marriott Downtown at City Creek
High Performance Cybersecurity Analytics: SCinet, a Case About Detecting Vulnerability at Scale
Ms. Alison Ryan and Dr. Richard Lethin will share business and technical perspectives on HPC Network Security and Analytics and solutions deployed on HPE compute infrastructure.
The most damaging cyber security attacks to both commercial and government entities are those patterns we’ve not yet seen and that target our most valuable assets. Hunting for this type of assault requires highly scalable and reliable sensors and an analytic platform that processes multi-dimensional, structured and unstructured data, and makes it easier for security professionals to hunt at scale. We will share how integrating HPE Systems with novel network data extraction and machine learning tools is being used by Fortune 500 firms and government agencies nationwide. In the context of SC16, we are extending this solution to hunt at extreme scale. This comprehensive solution is part of the security infrastructure for SCinet, the large-scale research network stood up each year in support of SC. We will demonstrate how to combine deep network visibility with machine learning, to identify otherwise unseen attacks amongst billions of flows, which reveal actionable patterns that can be easily used by security practitioners.
Please note HP-CAST27 Agenda.
INDIS Innovating the Network for Data-Intensive Science
Sunday Nov. 13, 9:20 AM at Salt Palace Convention Center, Room 251-A
Reservoir Labs: High-Performance Algorithms and Data Structures to Catch Elephant Flows
Dr. Jordi Ros-Giralt
As part of the SCinet Network Research Exposition (NRE), Reservoir Labs will demonstrate rHNTES/FlowTec, a new mathematical framework, algorithm and a high-performance implementation to detect very large flows – known as elephant flows -- at very high-speed rates. rHNTES/FlowTec helps ensure the quality of service (QoS) required by the users of high speed networks. Our technology effectively detects the presence of elephant flows on high-speed networks such as the ESnet -- the large flows carrying big data from scientific experiments -- and enables QoS mechanisms for routing to protect the numerous smaller delay-sensitive flows. rHNTES/FlowTec has been developed by Reservoir Labs in partnership with the University of Virginia.
This third annual INDIS workshop is part of the SC16 Tech Program. INDIS showcases both Demonstrations and Technical Papers highlighting important developments in high-performance networking. Reservoir Labs invites you to attend our NRE Theme Presentation and the SCinet innovation panel that will take place during the SC INDIS Workshop. Dr. Jordi Ros-Giralt will present our Network Research Exhibition (NRE) Demo including rHNTES/FlowTec and our cyber security for SCinet.
ESPT Extreme-Scale Programming Tools Workshop
Sunday November 13, 16:45-17:10 Salt Lake City Conversion Center, Room 155-E
Reservoir Labs: Automatic Code Generation for an Asynchronous Task-Based Runtime
Dr. Muthu Baskaran
Dr. Baskaran will present Reservoir’s technology for automatic parallelization and optimization of scientific computing kernels to event-driven-task (EDT) runtimes. Reservoir’s new mixed static-dynamic compiler parallelization algorithms can now generate (1) dynamically self-unfolding event-driven task programs, with (2) the associated optimized explicit asynchronous communications and (3) the explicit automatic memory management of data blocks. EDT execution substantially increases concurrency by removing redundant synchronization and also by maximizing the opportunity for dynamic scheduling within the remaining needed constraints. This enables both performance and power savings on current high performance computing systems, and with even greater benefits on anticipated exascale systems. Reservoir’s EDT program generation capability expands the applicability of the EDT technique, removing the need for complex manual programming to get the benefit of EDT and also by enabling the generation of complex EDT mappings for extreme performance, which would be beyond the capability of manual programming. Reservoir’s dynamic technique eliminates the need seen in other systems, to fully form the task graph at startup. This approach reduces startup time and memory requirements. We will demonstrate the effectiveness of our technique and the performance improvements obtained using benchmarks and exascale proxy applications, targeted toward fast implementations of the Open Community Runtime (OCR).
SCinet Briefing—Security in a High Performance Environment
(aka, Lessons from the Trenches)
Tuesday, November 15 at 1:30 pm, at the Salt Palace Convention Center, SC16 - room 250-D
During this session, thought leaders from the SCinet team (including Reservoir engineers) will highlight the Network Security infrastructure created for SCinet and share insights gathered from architecting, supporting and securing SC16’s communication backbone. Following presentations, time has been allocated for interactive discussion.
IA3 Sixth Workshop on Irregular Applications: Architectures and Algorithms.
Sunday, November 13, 2016, Salt Lake City Convention Center, Room 251- Emu presentation at 2:40
Reservoir’s client, EMU Technology, will present work on an exciting new supercomputer architecture specifically designed for irregular applications such as Graphs and Machine Learning. Reservoir authors contributed specifically to the LLVM-based Cilk compiler, the overall programming model, and co-design of the architecture. The paper, titled “Highly Scalable Near Memory Processing with Migrating Threads on the Emu System Architecture” has lead authors from Emu: Timothy Dysart, Peter Kogge, and Martin Deneroff. Reservoir authors on the paper are Preston Briggs, Richard Lethin, and John Ruttenberg."
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string(4105) "Reservoir Labs proudly partners with Gigamon to deliver the Sell Smart Incentive Program. Together, Reservoir Labs and Gigamon provide clients with the ability to hunt better, to reference historical data when necessary, and to expertly link non-obvious data patterns across the network to detect and stop threats.
Value Added Resellers (VAR) offer invaluable insight to clients building high performance, secure networks. Reservoir Labs is proud to team with Gigamon to invest in our partners who are delivering world-class solutions.
Gigamon Inc. (NYSE: GIMO), the industry leader in traffic visibility solutions, announced today the launch of its Sell Smart Incentive Program in the US and Canada, an innovative offering that rewards Gigamon Value Added Resellers (VARs) for selling qualifying security solutions built on the GigaSECURE ® Security Delivery Platform. Qualifying opportunities are primarily based on completed sales which include at least two products from a list of Gigamon technology ecosystem partners in addition to the GigaSECURE security delivery platform.
The Sell Smart Incentive Program builds on the need for efficient, scalable security architectures that combine the strengths of several best of breed security tools. This is the core benefit of the Gigamon Security Delivery platform – security made more effective through visibility. By promoting GigaSECURE, together with the offerings of our ecosystem partners, Gigamon allows partners to:
Offer the breadth of their security offerings for integrated, multi-tiered defenses
Showcase their services for building customized security architectures
Increase initial purchase order with an optimized and scalable security stack
Earn rewards for team members for offering complete and scalable security stacks
“Gigamon continues to impress us with their commitment to the channel and solutions sales enablement by offering training, certification and now incentive programs that translate to support of our mutual success,” said Brad McCain, Vice President of Data Solutions at Carousel Industries. “This program is designed around salespeople, engineers and security technology vendors, showing that Gigamon really understands the approach we take with security customers.”
In addressing the parameters of the Sell Smart Incentive Program, VARs sell GigaSECURE, together with products from a large and expanding list of participating vendors which currently include: Acuity Solutions Corp./BluVector, Bivio Networks, Blue Coat Systems, Centripetal Networks, Inc., Check Point, Cisco Systems, Cyphort Inc., Damballa, Datiphy, Inc., ExtraHop Networks, Fidelis Cybersecurity, FireEye, Inc., FlowTraq, Hewlett Packard Enterprise, Imperva, Inc., Jask, Kentik, Lastline, Inc., LightCyber, LogRhythm, Lumeta Corporation, Managed Methods, Niara, Inc., Palo Alto Networks, Plixer International, Inc., ProtectWise, Reservoir Labs, RSA, Savvius, Splunk, Trend Micro, Vectra Networks, Inc. and Viavi Solutions Inc.
“Partnering with Gigamon to provide customers the flexibility to build their security posture has been a core tenet of the #wefightsmart campaign in which Check Point has been proud to take part,” said Alon Kantor, Vice President of Business Development at Check Point. “Amplifying the reach of this initiative through the reseller community is a natural extension of our efforts to protect customers from the next generation of cyber-attacks.”
“Today’s security customers want multi-tiered architectures that offer a higher chance of detecting breaches and responding to threats,” said Barbara Spicek, Vice President, Worldwide Channels, Gigamon. “We’ve designed the Sell Smart Incentive program to encourage our resellers to apply the breadth of their security offerings and design expertise in order to offer enterprises effective security architectures. Sell Smart aims to bolster our customers’ cyber defenses and make our resellers and ecosystem partners more competitive and successful through the power of visibility.”
Source: PR News Wire"
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string(2385) "At the upcoming IEEE HPEC 2016 Conference, Reservoir Labs will share new approaches and techniques from the past year, addressing key developments and insights into high performance embedded computing. Please join us for our fourteenth year at this premier conference. Reservoir Labs’ experts will present the following research on September 15–17, 2016 at Westin Waltham Hotel in Waltham, Massachusetts.
Wednesday, September 14
Graphs & Sparse Data 1 (10:20AM - 12:00PM)
Eden Vale C1
A Sparse Multi-Dimensional Fast Fourier Transform with Stability to Noise in the Context of Image Processing and Change Detection
Dr. Pierre-David Letourneau, Dr. M. Harper Langston, Dr. Richard Lethin
High Performance & Cloud Computing 1 (10:20AM - 12:00PM)
Eden Vale C3
High-Performance Algorithms and Data Structures to Catch Elephant Flows
Dr. Jordi Ros-Giralt, Dr. Alan Commike, Dr. Richard Lethin, Sourav Maji, Malathi Veeraraghavan (University of Virginia)
Graphs & Sparse Data 2 (1:00PM - 2:40PM)
Eden Vale C1
Accelerated Low-Rank Updates to Tensor Decompositions
Dr. Muthu Baskaran, Dr. M. Harper Langston, Dr. Tahina Ramananandro, David Bruns-Smith, Dr. Tom Henretty, Dr. James Ezick, Dr. Richard Lethin
Thursday September 15
GPU & Manycore 2 (1:00PM - 2:40PM)
Eden Vale A1
Polyhedral Compilation for Energy Efficiency
Dr. Benoit Pradelle, Dr. Tom Henretty, Dr. Benoit Meister, Dr, Athanasios Konstantinidis, Dr. Richard Lethin
For details, please visit our publications page."
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string(3295) "Reservoir Labs and Deloitte Consulting will team up at BroCon ’16 to share a case study around what’s possible in next generation Network Intrusion Analysis, across multiple sites, at significant scale. If you are able to attend BroCon this year September 13 – 15, please do not miss this discussion on Tuesday at 1:30PM CT at the Texas Advanced Computing Center (map) in Austin, Texas. We will have the talk available for review for those who cannot make the conference.
Case Study Overview
What if there was a multi-site network which exhibited some unusual activity that was thought to be malicious? What are the questions needed to determine that there is indeed unusual network traffic and to the extent that the unusual traffic corresponds to proof points of malicious activities? What are the tools and requirements for those tools to enable analysts to hunt through the data to identify and characterize the network behaviors? There is no shortage of products and services implying they can make it “easy” to identify aberrant behaviors to gather actionable insight. We will describe our work for analysis at scale which can be applied to steady state networks with up to 10’s of gigabit/s bandwidth. We found that there’s no tool better than Bro to produce full-take metadata that summarizes terabytes of network data into clearly expressed behaviors. This metadata, measured in 100s of billions of records spanning weeks of data, then needs to be examined by human analysts hunting for the anomalous. To be practical, the analysts must be aided by data science tools, with turn-around time in seconds to allow them to identify and characterize network behaviors. Processing these data volumes at these scales, with this required responsiveness, and then using those behaviors to characterize operational networks, requires multiple computing architectures working together, including cloud computing, supercomputing, and high-speed complex event processors. We will outline how these techniques and approaches have been combined to effectively identify and then combat three phases of a malicious software’s behavior: the breach, the dormant, and the active. We will discuss requirements of the Bro sensor in operational networks maintained by Bro naive systems operators, the value of Bro to address changing needs once deployed, and the analytics engine architecture to enable real-time insight into the data. We discuss some of the analytics such as upload detection, flow size and inter-session timing based beaconing detection, correlated drive-by-download detection, redirection chain identification, newness of hostnames, bump-in-the-night beaconing detection, and outbound attacking behaviors which can be used by the analyst to determine intent. Utilizing screen captures, we’ll walk through several use cases to outline how we’ve leveraged this new combination of architectures to identify software behaviors and crystallize understanding from indicators of compromise through actionable insights.
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Dr. Pradelle's presentation shared novel innovations in polyhedral techniques to drastically optimize the compilation speed and scalability when targeting deep hardware hierarchies. This is a powerful step towards being able to realistically optimize programs for upcoming Exascale machines. For information on the other sessions offered during the conference, please see the full agenda." 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For information on sessions and timings, please see the program for the workshop. Eric will present an interactive user interface for a programmer to achieve program optimization drawing on the tactics and powerful transformations present in the R-Stream compiler that go far beyond traditional loop optimizations of vectorization of parallelization. The R-Stream compiler can perform optimizations over parallelism, locality, contiguity, vectorization, data layout, task formation, scratchpad memory management, automatic communications optimization, and many other optimizations. Eric's presentation will show new innovations in the visualization of the combinations of polyhedral optimizations, the latent parallelism present in high performance computing codes, and the interactive manipulation of these to generate high performance computing codes for current and next generation computer architectures." 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string(1192) "Please join Reservoir Labs this week in Las Vegas at BlackHat 2015 (#BHUSA). Exhibits are open August 5 - 6. We will be showing our Bro-powered R-Scope Network Security Monitor and some exciting performance enhancements in partnership with Solarflare. R-Scope is a best-of-breed network security monitor for deep visibility. R-Scope boasts patent-pending performance optimization and open-source extensibility and marries that into an appliance form-factor that includes a secure profile, a dual development/deployment environment, and comprehensive enterprise management for a performant enterprise environment.
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string(766) "Reservoir Labs is a proud sponsor of #BroCon2015. Celebrating the 20th Anniversary of Bro, BroCon '15 focuses on serving the user and developer community around Bro to share insights and best of breed development techniques. Reservoir Labs is showing our Bro-powered R-Scope Network Security Monitor. This 20 GB appliance is fully enterprise ready. We've optimized performance in an open environment while maintaining a secure profile with user management and health tools required for a production environment. Please join us at the MIT Tang Center from 8/03-8/07 and visit us: https://www.bro.org/
Join Reservoir Labs at RSA this week for Tech Talks from leading security providers.
Tuesday, April 21, 2015
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string(3197) "01/07/14
Online PR News – 07-January-2014 – NordiaSoft today announced a new product that automates SCA compliance testing for waveform applications. The new product allows NordiaSoft to shorten time-to-market for SCA application developers by transparently checking for SCA compliance as the source code is generated or modified. By discovering problems early in the development process, developers can fix issues before they become expensive to address.
The new product comes in the form of a plugin for NordiaSoft’s SCA Architect, an Eclipse-based Model Driven Design (MDD) tool that provides sophisticated behavioral code generation from a precise SCA specific graphical modeling language. The plugin provides integration with Reservoir Labs' R-Check® SCA, the only SCA compliance testing tool for SCA source code, CORBA IDL files, and XML descriptor files. “SCA Architect is the only solution that integrates SCA compliance testing directly into the development process,” said Ann Johnson, Vice President of Engineering at Reservoir Labs.
NordiaSoft developed the R-Check SCA plugin in collaboration with Reservoir Labs. The integrated solution can be purchased directly from NordiaSoft. “This makes NordiaSoft a one-stop shop for SCA modeling and compliance testing,” said Juan Pablo Zamora, Director of Business Development at NordiaSoft. “We are constantly looking for ways to simplify the development process. SCARI customers, worldwide, can now get access to the same compliance testing tool used by the US DoD JTNC JTEL.”
About NordiaSoft
NordiaSoft provides the most popular Integrated Development Environment (IDE) for the Software Communications Architecture (SCA). The SCARI Software Suite provides a sophisticated Model Driven Design (MDD) tool and first commercial-off-the-shelf Core Framework to have been deployed on thousands of military radios in the battlefield. Over the course of the last decade, the suite has been used by radio manufacturers from 16 different countries. For more information, visit www.nordiasoft.com.
About Reservoir Labs
Privately owned and in business since 1990, Reservoir Labs (www.reservoir.com) is a leader in advanced compiler, network, and reasoning technologies with an emphasis on mapping innovative algorithms to emerging high-performance and embedded computers. Reservoir Labs provides custom solutions, innovative technology products, and leading-edge research and development services to government and commercial clients. Reservoir Labs is headquartered in New York, NY.
© 2013 Reservoir Labs, Inc. All rights reserved. R-Check® is a registered trademark of Reservoir Labs, Inc. Product availability, features, and specifications are subject to change without notice."
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Reservoir Labs researchers will be presenting results for reducing the amount of energy consumed in computing Fast Fourier Transforms (FFTs) at the High Performance Extreme Computing conference in Waltham, MA on Sep 11. Reservoir's results are based on utilizing an algorithm from MIT's professor Alan Edelman and his collaborators Peter McCorquodale and Sivan Toledo that was published in 1997. Their algorithm utilized the Fast Multipole Method (FMM) to reduce the number of all-to-all communications by 3X. Reservoir's research updates that work with modern kernel-independent FMM and utilizes GPU acceleration for near-field computations to provide speedups with reduction in communications for modern architectures.
With current VLSI scaling trends, the energy required for communication of data is increasingly dominating the energy required for logic switching. This is expected to continue to increase, particular as industry moves into the extreme and exascale computing regimes. Reservoir's work provides a route to computing the critical kernel of FFTs in that new regime.
This work is being shared with collaborators in the DARPA PERFECT (Power Efficiency Revolution for Embedded Computing Technologies) program. Reservoir's SPOTTER (Software Power Optimization to Efficiency Revolution) project is developing advanced algorithms and compiler techniques for PERFECT hardware."
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Reservoir Labs presented a new architecture for memory management in Bro at the Bro Exchange 2013 in Urbana, Illinois. Foundations for this work are in Reservoir's R-Scope security appliance. As part of our engagement with the Bro community, the architecture is also available as a patch to Bro on github and is in the process of being incorporated into a future release of Bro. Our Bro memory management work will help increase Bro's resiliency in the heavy traffic flow situations. Reservoir's R-Scope appliance provides a means for government, commercial, and enterprise customers to install rapidly a high performance, high value, turnkey, reliable Bro sensor that is fully supported by a commercial organization."
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string(5131) "06/25/13
Reservoir Labs Inc., New York, NY –– Following Reservoir Labs’ groundbreaking 100 Gbps R-Scope® DOMINATE-T™ announcement in May, the company today introduced the R-Scope PACE-X™, a new mid-range addition to the R-Scope suite of scalable network security monitoring appliances. The 1U rack-mountable R-Scope PACE-X system extracts and analyzes cyber-security intelligence data from network traffic, incorporating Myricom’s FastStack™ Sniffer10G™ technology for sustained performance at 20 Gbps.
Designed for adaptive cyber defense, Reservoir’s R-Scope next generation cyber-security systems detect complex indicators of compromise, delivering dynamic attack discrimination and real-time situational awareness beyond the sophistication levels of traditional signature-based IDS/IPS systems. To enable the protocol-aware analytics needed to recognize these complex indicators, R-Scope leverages and extends the state-of-the-art open source Bro analytics scripting language. This targeted approach empowers cyber-security professionals to deploy defensive measures and encapsulate security policies tailored to their unique environments, while at the same time maintaining compatibility with the breadth of available open-source Bro analytics.
R-Scope PACE-X utilizes Myricom’s industry leading, high performance10Gb Ethernet network adapters to provide line rate, zero loss packet capture. Myricom’s FastStack™ Sniffer10G™ technology allows R-Scope PACE-X to deliver 20 Gbps of sustained performance directly to the cyber-security user analytics, bypassing performance degrading kernel to user space packet copies.
"Myricom's Sniffer10G enables Reservoir Labs R-Scope PACE-X to deliver affordable lossless packet performance up to 20Gbps in a compact 1U platform," said John Hagerman, Vice President of Business Development at Myricom. "Sniffer10G's multi-ring capture capability has enabled Reservoir to leverage every x86 core in the server to handle traffic analysis thereby optimizing the appliance’s performance."
For security professionals and researchers, R-Scope PACE-X delivers a combination of reliable sustained performance, flexible configuration and plug-and-play rapid integration into existing enterprise security infrastructures, not found in stove-piped proprietary products or roll-your-own solutions.
The PACE-X is fully compatible with Reservoir’s R-Scope DOMINATE-T 100 Gbps and R-Scope PACE-T 40 Gbps systems and can operate as a standalone sensor or synergistically as part of an R-Scope security cluster.
Reservoir will highlight their R-Scope PACE and DOMINATE network security monitoring systems at the AFCEA International Cyber Symposium, to be held at the Baltimore, MD Convention Center, June 25-27, 2013, Booth 726. For more information on R-Scope network security appliances, please contact Reservoir Labs, sales@reservoir.com, or visit https://www.reservoir.com/cybersecurity/.
About Reservoir Labs
Privately owned and in business since 1990, Reservoir Labs is a leader in advanced compiler, network, and reasoning technologies with an emphasis on mapping innovative algorithms to emerging high-performance and embedded computers. Reservoir provides custom solutions, innovative technology products, and leading-edge research and development services to government and commercial clients. Reservoir is headquartered in New York City.
About Myricom
Founded in 1994 as a Caltech spin-off, Myricom is the technology leader in extreme-performance 10-Gigabit Ethernet (10GbE) solutions specialized for vertical markets. Myricom first pioneered High Performance Computing (HPC) interconnect technology that helped fuel the growth of cluster computing. Now, with its fourth generation of networking products, Myri-10G, Myricom has achieved convergence between mainstream 10-Gigabit Ethernet and HPC technology, 10-Gigabit Ethernet with a supercomputing heritage. The majority of Myricom’s sales today are for 10-Gigabit Ethernet applications with demanding latency or throughput requirements. Myri-10G delivers wire-speed UDP and TCP throughput, with optional firmware-accelerated offloads for financial trading, packet capture and injection, video streaming and IPTV, HPC, and for other performance-sensitive vertical markets. For more information, visit: www.myricom.com.
© 2013 Reservoir Labs, Inc. All rights reserved. R-Scope® is a registered trademark of Reservoir Labs, Inc. R-Scope DOMINATE™ and R-Scope PACE™ are trademarks of Reservoir Labs, Inc. Product availability, features and specifications are subject to change without notice. "
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Reservoir Labs will be sponsoring and attending the 2013 Graphlab Workshop in San Francisco on July 1.
Reservoir is developing and applying advanced technologies for graph analysis. Reservoir's ENSIGN (Exascale Nonstationary Graph Notation) technology powers a system for the application of deep analysis via parallel computing on hypergraphs modeled as sparse tensors. This technology has many application areas, such as cybersecurity."
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AFCEA International Cyber Symposium 2013
June 25-27, 2013 at the Convention Center, Baltimore, MD.
We'll be at booth #72, exhibiting our proprietary R-Scope® Network Security Appliances and their many applications for modern analytics and threat containment. Our DOMINATE appliances aid users in inspection, flow analysis, and load balancing across multiple systems and at traffic flows of up to 100 Gbps. Our PACE appliances deliver R-Scope's full threat detection and traffic analysis abilities for traffic flows of 20-40 Gbps. We will be showing example views of installed systems integrated with our Security Information and Event Management (SIEM) system.
Hope to see you there!"
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Changing Landscapes in HPC Security 2013 (CLHS 13) Workshop
June 18, 2013 in New York City, NY
Our paper “Overcoming Performance Collapse for 100Gbps Cyber Security” by Jordi Ros-Giralt, Bob Rotsted, and Alan Commike will be presented at this workshop.
The R-Scope Network Security Monitor described in the paper puts the state-of-the-art Bro analytics language to use and extends its parameters to allow analysts to develop custom network security parameters tailored to their individual needs. The unparalleled efficacy and speed of R-Scope Appliances make them leaders in the field of network security."
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Reservoir demonstrated the newest release of R-Check SCA, which can check software defined radio (SDR) source code against the SCA 2.2 and 2.2.2 specifications, to attendees of SDR-WInnComm Europe 2013. R-Check SCA is the industry leading software compliance checking tool for SDR developers worldwide.
2013 Wireless Innovation Forum European Conference on Communications Technologies and Software Defined Radio (SDR-WInnComm-Europe 2013)
June 11-13, 2013 in Munich, Germany"
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16th Annual New York State Cyber Security Conference
June 4 & 5, 2013 at the Empire State Plaza, Albany, NY
We’ll be giving a talk on June 4th at 3:20pm on “Scalable Protocol-Based Packet Inspection for Advanced Network Threat Detection.” The session will be fifty minutes, including Q&A.
Reservoir will also be exhibiting at Booth #28"
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Reservoir Labs today announced the general availability of a new line of R-Scope® network security appliances. These powerful cyber-security devices provide real-time threat detection and network security monitoring solutions scaling to 100+ Gbps. R-Scope appliances leverage and extend the state-of-the-art open source Bro* analytics language, empowering analysts to develop custom network security analytics tailored to their environment. As a result, R-Scope DOMINATE™ and R-Scope PACE™ next-generation cyber security appliances deliver a degree of attack discrimination and situational awareness that is beyond the reach of traditional signature-based IDS/IPS systems."
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Nicolas Vasilache will be participating in the Spring Polyhedral School. Together with P. (Saday) Sadayappan of Ohio State University, he will be presenting in a session on “Polyhedral Transformations for SIMD Architectures.”
Spring School on Polyhedral Code Analysis And Optimizations
May 13-17, 2013 in St Germain au Mont d'Or, near Lyon, France"
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Reservoir Labs is pleased to be participating in a number of cyber-security events this June. We will be exhibiting our R-Scope product family, which provides cyber security for high-speed, high-fidelity network analysis. R-Scope includes protocol-based analysis and load-balancing technologies to provide scalable, semantic behavior detection."
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R-Check® SCA support for Linux and partnership with Spectrum Signal Processing announced
NEW YORK, March 15, 2013 /PRNewswire/ -- Reservoir Labs today announced the latest release of R-Check® SCA, now available for both Windows® and Linux®, addressing the growing demand by software defined radio (SDR) developers for SCA compliance testing solutions. As part of today's announcement, Reservoir also confirmed that Spectrum Signal Processing by Vecima, an industry-leading developer of high-performance, software-reconfigurable signal processing platforms, will offer R-Check SCA to their customers worldwide.
"Spectrum is excited to provide our customers with this valuable SCA validation tool that can help them correct code during their development cycle," said Mark Briggs, General Manager at Spectrum. "With R-Check SCA in our product mix, Spectrum extends its comprehensive offering of SDR solutions." Tailored for the global SDR development community and in use by the JTNC Test & Evaluation Laboratory (JTEL), R-Check SCA provides fast, repeatable SCA compliance testing in a package that speaks the language and understands the structure of SCA 2.2 and 2.2.2 projects. R-Check SCA utilizes the power of advanced static analysis methods to enable simultaneous evaluation of all possible code execution paths and to ensure consistency across an SCA project. Compatible with any choice of development environment, R-Check SCA benefits SDR developers by allowing deep testing to begin while code is still being written. This ensures that compliance issues anywhere in a project are discovered at the earliest possible point in the development process.
With this latest release, Reservoir delivers a powerful set of enhancements to R-Check SCA users including a new, intuitive GUI and increased test coverage for requirements spanning SCA XML, CORBA® IDL, and C/C++ source code. In total, more than a dozen additional SCA requirements can now be tested. Also included in this latest release is an expanded analysis and consolidating reporting of hard-to-find memory leaks, and additional coverage and metrics reports that help ensure 100% analysis coverage of all components of an SCA project.
R-Check SCA is available for Windows and Linux from Reservoir Labs and their global reseller partners. For more information please visit www.reservoir.com/rchecksca.
About Reservoir Labs
Privately owned and in business since 1990, Reservoir Labs (www.reservoir.com) is a leader in advanced compiler, network, and reasoning technologies with an emphasis on mapping innovative algorithms to emerging high-performance and embedded computers. Reservoir provides custom solutions, innovative technology products, and leading-edge research and development services to government and commercial clients. Reservoir is headquartered in New York City.
About Spectrum Signal Processing by Vecima
Spectrum Signal Processing by Vecima (www.spectrumsignal.com) designs and builds board and system-level hardware solutions for demanding signal and video processing applications. Spectrum combines high-performance data acquisition (RF, analog and digital I/O) and reconfigurable signal and video processing hardware with its best-in-class support and engineering services to enable customers to rapidly develop and then deploy their products and systems.
Windows® is a registered trademark of Microsoft Corporation in the United States and other countries.
Linux® is the registered trademark of Linus Torvalds in the U.S. and other countries.
CORBA® is a registered trademark of Object Management Group (OMG).
© 2013 Reservoir Labs, Inc. All rights reserved. R-Check® is a registered trademark of Reservoir Labs, Inc. Product availability, features, and specifications are subject to change without notice."
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Reservoir Labs has been awarded a contract with negotiated options up to $8.7M for research and development of software to support new highly power efficient embedded computing devices.
New York, NY – 01/03/2013 – Reservoir Labs, Inc. has been awarded a research contract with negotiated options up to $8.7M in DARPA’s Power Efficiency Revolution for Embedded Computing Technology (PERFECT) program.
Reservoir’s goal in the PERFECT program is to help develop computer architectures that improve the power efficiency of embedded computing devices from today’s 1 GFLOPS/W to a future 75 GFLOPS/W. This capability is needed for current and next generation military systems such as intelligence, surveillance, and reconnaissance (ISR). Current computer architectures cannot meet the rapidly growing demands of ISR systems within the power, heat dissipation, and weight constraints of military platforms, and this gap is predicted to increase. This is because traditional Moore’s Law scaling no longer can increase the performance of computers while maintaining the same power.
As DARPA’s PERFECT program scales performance with new computing architectures, new programming tools and new algorithms will be required. Reservoir’s contribution to the program will be to advance the state-of-the-art in programming tools for these new power-efficient architectures. Reservoir will leverage its advanced R-Stream® optimization software for the effort. R-Stream uses operations research techniques and advanced polyhedral mathematics to generate efficient choreographies of computation over parallel computing hardware to avoid power-burning communications. Reservoir will be using R-Stream to target the new near-threshold computing processor architectures being developed in the PERFECT program and new algorithms for next generation ISR systems.
Richard A. Lethin, Ph.D., president of Reservoir Labs, said, “It is a great privilege to have been selected by DARPA for this research program. Our team is looking forward to the challenges presented by these new low power architectures and the opportunity to contribute to US security. Furthermore, the technologies from the PERFECT program will have broad impact saving energy and enabling new capabilities for commercial and consumer devices as they rapidly adopt these innovations.“
About Reservoir Labs
Privately owned and in business since 1990, Reservoir Labs specializes in advanced compiler, network, and reasoning technologies with an emphasis on mapping innovative algorithms to emerging high-performance and embedded computers. Reservoir provides custom solutions, innovative technology products, and leading-edge research and development services to government and commercial clients. Reservoir is headquartered in New York City."
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Reservoir Labs will collaborate with Intel Corporation researchers on the development of compiler technologies and architectures for Extreme scale computing by the year 2018
NEW YORK and HILLSBORO, Ore., May 9, 2011 /PRNewswire/ -- Reservoir Labs, Inc. and Intel Corporation have signed a subcontracting agreement that brings Reservoir Labs research scientists and technologies to Intel's team developing Extreme Scale computing technologies in DARPA's Ubiquitous High Performance Computing (UHPC) research program.
The goal of the UHPC program is to develop 1 PFLOPS (HPL) single cabinet systems, including self-contained cooling, that overcome significant energy efficiency, security, and programmability challenges. Essentially this can be viewed as integrating the computational capacity of today's largest supercomputers in 100x less area, with 100x less power, and with significant increases in programmability and applicability. Such computing capabilities will be able to be embedded in ship-, land-, and air-based DOD systems. The benefit to DOD will be qualitative increase in capabilities in areas such as Intelligence Surveillance Reconnaissance (ISR), Electronic Warfare (EW), Integrated Air and Missile Defense (IAMD), battle management and planning, and cyber security.
Intel's UHPC team will develop technologies that will enable the United States to build Extreme scale computers by the year 2018. This will require breakthroughs in hardware and software design beyond those expected from technical development via current commercial approaches. Many breakthroughs will be to improve energy efficiency of computation by more than 100x.
In addition to a leading team of mathematicians and computer scientists, Reservoir Labs will bring its advanced R-Stream® optimization software to the effort. R-Stream uses operations research techniques and advanced polyhedral mathematics spaces to generate efficient choreographies of computation over parallel computing hardware that minimize communication delays and save energy. Reservoir will use R-Stream prototypes to help Intel Corporation shape its Extreme scale system designs.
Intel's research contract with DARPA specifies a program to develop "proof of concept" Extreme scale technologies and an initial system design by 2012. The proposed subsequent Phase II, if DARPA chooses to continue, will develop critical technology demonstrations and a completed system design for 2014, and if full scale development is pursued the delivery of an Extreme scale technology prototype system for 2018.
Richard A. Lethin, Ph.D., president of Reservoir Labs, said "it is a great privilege to have been invited to join Intel's Extreme scale research team and to work with distinguished innovators in computing such as Shekhar Borkar, the project's principal investigator. I am particularly excited about the opportunity for Reservoir to contribute directly to the advancement of so many sciences at a fundamental level by working to develop the next generation of the world's most powerful and efficient computing devices, in this prestigious DARPA research program."
About Reservoir Labs
Privately owned and in business since 1990, Reservoir Labs specializes in advanced compiler, network, and reasoning technologies with an emphasis on mapping innovative algorithms to emerging high-performance and embedded computers. Reservoir provides custom solutions, innovative technology products, and leading-edge consulting and advanced research and development services to government and commercial clients."
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string(2418) "09/21/10
R-Stream® Parallelizing C Compiler Introduces Support for Automatic Generation and Optimization of CUDA Code
GPU Technology Conference, San Jose, CA – 9/21/10 –– Reservoir Labs today announced the inclusion of support for GPUs in its R-Stream Parallelizing C Compiler. R-Stream now offers software developers the ability to compile their high performance application C code and automatically generate parallel, optimized code for NVIDIA GPUs without the need to program a single line of CUDA.
Reservoir Labs made the announcement at the GTC “Emerging Companies Summit,” an event for developers, entrepreneurs, venture capitalists, industry analysts and other professionals.
Software developers can now more easily achieve maximum performance and scalability on GPUs with minimal programming complexity, letting them concentrate on algorithmic advances rather
than processor architecture peculiarities. Further, applications can be deployed and maintained across new generations of GPUs quickly and easily without the need for additional porting expense.
R-Stream is Reservoir Lab’s flagship high level C compiler technology delivering automatic parallelization and optimization of C code for high performance multi-core and accelerator system architectures. Currently in use by commercial and government customers, R-Stream allows companies to bring new innovations to market more quickly and at higher quality with reduced development, porting and maintenance costs. R- Stream uses advanced polyhedral mathematics to address a broad range of programs that can be automatically parallelized and takes advantage of critical hardware attributes to optimize code for the target architectures. R-Stream currently supports x86, Tilera, GPU, ClearSpeed, and FPGA
architectures.
About Reservoir Labs
Privately owned and in business since 1990, Reservoir Labs specializes in advanced compiler, network, and reasoning technologies with an emphasis on mapping innovative algorithms to emerging high-performance and embedded architectures. R-Stream® Parallelizing C Compiler Introduces Support for Automatic Generation and Optimization of CUDA Code
We provide custom solutions, innovative technology products, and leading-edge consulting and advanced research and development services to our government and commercial clients."
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This recording will be featured at HPE Discover, which begins Tuesday, June 23 and is being held virtually this year, covering technology areas including Hybrid Cloud, Data and Applications, Digital Transformation, and Intelligent Edge.
Watch "Driving Innovation and Gaining New Insights in HPC on demand, or register for HPE Discover at no cost for these exciting new insights in HPC and more." ["post_title"]=> string(112) "Hewlett Packard Enterprise and Reservoir Labs' Fireside Chat: Driving Innovation and Gaining New Insights in HPC" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(110) "hewlett-packard-enterprise-and-reservoir-labs-fireside-chat-driving-innovation-and-gaining-new-insights-in-hpc" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-06-24 15:11:05" ["post_modified_gmt"]=> string(19) "2020-06-24 19:11:05" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(34) "https://www.reservoir.com/?p=13717" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [1]=> object(WP_Post)#4747 (24) { ["ID"]=> int(13120) ["post_author"]=> string(3) "805" ["post_date"]=> string(19) "2020-05-14 19:54:14" ["post_date_gmt"]=> string(19) "2020-05-14 23:54:14" ["post_content"]=> string(973) "From May through August 2020, Reservoir Labs sponsors The CyberWire's Research Saturday podcasts. Since 2012, The CyberWire has delivered relevant news and insights to the cyberspace industry. The CyberWire's Research Saturday podcasts air weekly to connect listeners to top cybersecurity researchers, a community Reservoir Labs, a leader in cybersecurity research and development, is proud to support. Visit www.reservoir.com/cyberwire to learn more about Reservoir Labs' cybersecurity solutions including R-Scope, offering network visibility for enterprise security, and ENSIGN, providing deep pattern discovery at enterprise scale. Visit www.thecyberwire.com to subscribe to Research Saturday podcasts." ["post_title"]=> string(68) "Reservoir Labs Sponsors The CyberWire's "Research Saturday" Podcasts" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(61) "were-proud-to-sponsor-the-cyberwire-research-saturday-podcast" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-06-08 10:19:55" ["post_modified_gmt"]=> string(19) "2020-06-08 14:19:55" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(34) "https://www.reservoir.com/?p=13120" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [2]=> object(WP_Post)#4746 (24) { ["ID"]=> int(12720) ["post_author"]=> string(3) "805" ["post_date"]=> string(19) "2020-05-12 13:52:01" ["post_date_gmt"]=> string(19) "2020-05-12 17:52:01" ["post_content"]=> string(1055) "Reservoir Labs has taken active measures across its offices to reduce the spread of the novel coronavirus. Our commitment to our employees, clients, and communities at large is to ensure we do as much as possible to mitigate their risk of exposure. Reservoir has successfully transitioned to a fully virtual environment and will continue operations as such, until it is deemed safe to resume on-site work. Reservoir Labs' business operations and service offerings remain consistent throughout this time. We are thankful to our commercial and government clients as well as technology partners that we have been able to continue valuable collaboration, virtually uninterrupted. Our thoughts and safe wishes are with those individuals and businesses who have been seriously impacted by the current health crisis. If you know someone whose role has been impacted by recent events, please share that we are actively hiring top talent (see our open opportunities)." ["post_title"]=> string(36) "Reservoir Labs' Response to COVID-19" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(35) "reservoir-labs-response-to-covid-19" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-20 17:20:18" ["post_modified_gmt"]=> string(19) "2020-05-20 21:20:18" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(34) "https://www.reservoir.com/?p=12720" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [3]=> object(WP_Post)#4745 (24) { ["ID"]=> int(13123) ["post_author"]=> string(3) "805" ["post_date"]=> string(19) "2020-05-07 20:00:46" ["post_date_gmt"]=> string(19) "2020-05-08 00:00:46" ["post_content"]=> string(1057) "On May 5, 2020, 451 Research published its findings on R-Scope® in "Coverage Initiation: Reservoir Labs aims to accelerate network threat hunting." R-Scope offers network visibility for enterprise security, deployed in physical and virtual environments and based on open-source Zeek. In the report, 451 Research acknowledges the benefits of R-Scope and it's built-in features, such as Selective Packet Capture, to offer "a set of queue management techniques that both speed processing and ensure that all the data of interest in the capture environment is successfully captured and available." It concludes that "R-Scope network sensors address the need for greater performance in analytics and traffic capacity to raise the impact that network viewpoints provide."" ["post_title"]=> string(87) "451 Research Initiates Coverage of Reservoir's Network Security "Power Tool" - R-Scope" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(39) "451-research-initiates-r-scope-coverage" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-29 13:34:08" ["post_modified_gmt"]=> string(19) "2020-05-29 17:34:08" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(34) "https://www.reservoir.com/?p=13123" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [4]=> object(WP_Post)#4744 (24) { ["ID"]=> int(13126) ["post_author"]=> string(3) "805" ["post_date"]=> string(19) "2020-05-01 20:07:11" ["post_date_gmt"]=> string(19) "2020-05-02 00:07:11" ["post_content"]=> string(1298) "
Though the SIGMETRICS conference, the flagship event of the ACM special interest group for the computer systems performance evaluation community, has been canceled this year, Reservoir Labs has been recognized by the organization for its research "On the Bottleneck Structure of Congestion-Controlled Networks."
Also published as open-access in Vol. 3, No. 3 Proceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), these findings introduce the Theory of Bottleneck Ordering, a mathematical framework that reveals the bottleneck structure of data networks. This research is led by Dr. Jordi Ros-Giralt, Fellow & Managing Engineer of Reservoir Labs, in close collaboration with researchers from Yale's Institute for Network Science, University of Virginia, and Reservoir Labs' Networking R&D team.
Watch Dr. Ros-Giralt's presentation on this topic:
https://www.youtube.com/watch?v=2u0bvK6AFXA&t=6s" ["post_title"]=> string(73) "Reservoir's Latest Findings on Network Bottlenecks at ACM SIGMETRICS 2020" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(64) "reservoir-labs-dr-jordi-ros-giralt-to-present-at-sigmetrics-2020" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-06-16 10:21:53" ["post_modified_gmt"]=> string(19) "2020-06-16 14:21:53" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(34) "https://www.reservoir.com/?p=13126" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [5]=> object(WP_Post)#4743 (24) { ["ID"]=> int(9837) ["post_author"]=> string(3) "752" ["post_date"]=> string(19) "2020-02-10 09:53:32" ["post_date_gmt"]=> string(19) "2020-02-10 14:53:32" ["post_content"]=> string(2240) "On February 12 - 15 the 19th SIAM Conference on Parallel Processing for Scientific Computing (PP20) is being held in Seattle, WA, emphasizing the intersection between high performance scientific computing and scalable algorithms, architectures, and software.
On the morning of February 13, Reservoir Labs' Dr. Muthu Baskaran presents "ENSIGN: A Framework for High-performance Tensor Decompositions." This talk is a part of PP20's "Frameworks/Libraries for High-Performance Tensor Computations."
ENSIGN is a high performance tensor decomposition framework developed by Reservoir Labs that is intended to transition tensor methods into a practical data science tool for addressing modern data analytics problems at scale. It has been applied successfully to problems in cybersecurity and geospatial analytics, most recently assisting in the cybersecurity of SCinet 2019 where ENSIGN was able to uncover otherwise undetected patterns of distributed attacks and other malicious activities.
For more information on Reservoir's ENSIGN technology or tensor decomposition methods we invite you to contact us.
" ["post_title"]=> string(91) "Presenting ENSIGN at SIAM Conference on Parallel Processing for Scientific Computing (PP20)" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(9) "siam-pp20" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-20 17:23:37" ["post_modified_gmt"]=> string(19) "2020-05-20 21:23:37" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=9837" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [6]=> object(WP_Post)#4742 (24) { ["ID"]=> int(9755) ["post_author"]=> string(3) "752" ["post_date"]=> string(19) "2020-01-17 16:39:05" ["post_date_gmt"]=> string(19) "2020-01-17 21:39:05" ["post_content"]=> string(1207) "On January 22, 2020 at the 10th International Workshop on Polyhedral Compilation Techniques (IMPACT 2020) Reservoir's Dr. Benoit Meister and University of Strasbourg's Dr. Philippe Clauss present their research paper "Uniform Random Sampling in Polyhedra". This presentation is held during Session 3: "Theoretical advances", at 2:30pm CET (full agenda here).
IMPACT is held in conjunction with HiPEAC, taking place on January 20 - 22 in Bologna, Italy. These conferences bring together researchers and practitioners for discussion on compilers and the polyhedral model.
For additional information about these conferences or Reservoir's expertise in advanced compilers or the polyhedral model, we invite you to contact us.
" ["post_title"]=> string(53) "Reservoir Labs and Polyhedral Research at IMPACT 2020" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(31) "polyhedral-research-impact-2020" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-20 17:24:32" ["post_modified_gmt"]=> string(19) "2020-05-20 21:24:32" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=9755" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [7]=> object(WP_Post)#4741 (24) { ["ID"]=> int(9744) ["post_author"]=> string(3) "752" ["post_date"]=> string(19) "2020-01-13 10:58:52" ["post_date_gmt"]=> string(19) "2020-01-13 15:58:52" ["post_content"]=> string(2422) "On Monday January 13 - Friday January 17, 2020, CERN hosts the Large Hadron Collider Optical Private Network/Large Hadron Collider Open Network Environment (LHCOPN/LHCONE) Workshop, followed by the 4th Special Interest Group on Next Generation Networks (SIG-NGN) Meeting.
At SIG-NGN on January 16 at 12pm CET, Dr. Jordi Ros-Giralt of Reservoir Labs presents research on flow and bottleneck performance optimization for high-speed heterogeneous networks related to Reservoir's GradientGraph (G2) technology, a recently developed high performance network optimization framework that analyzes bottlenecks within data networks and helps to improve traffic flows.
Click here to download the presentation slides.
For additional information about these conferences or GradientGraph capabilities, we invite you to contact us.
" ["post_title"]=> string(63) "Reservoir Labs Presents its Latest R&D on GradientGraph at CERN" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(21) "gradientgraph-at-cern" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-28 16:08:48" ["post_modified_gmt"]=> string(19) "2020-05-28 20:08:48" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=9744" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [8]=> object(WP_Post)#4740 (24) { ["ID"]=> int(9738) ["post_author"]=> string(3) "752" ["post_date"]=> string(19) "2020-01-03 11:32:55" ["post_date_gmt"]=> string(19) "2020-01-03 16:32:55" ["post_content"]=> string(848) "This year at FloCon in Savannah, GA, January 6 - 9, Reservoir Labs joins the discussion on large-scale data analytics and network security. Dr. Thomas Henretty, Managing Engineer, presents “Uncovering Priority Anomalies using Pattern Discovery as a Roadmap for Contextual Analysis” on January 9, 1:30pm. This talk covers a unique approach to network anomaly detection and prioritization that combines tensor decompositions with deeper, query-based analysis. Additional topics include MITRE ATT&CK Framework, topic modeling and graph representations.
Reservoir Labs looks forward to sharing perspective on these topics.
" ["post_title"]=> string(54) "Reservoir Labs at FloCon 2020: Data Analytics at Scale" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(53) "reservoir-labs-at-flocon-2020-data-analytics-at-scale" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-15 16:43:34" ["post_modified_gmt"]=> string(19) "2020-05-15 20:43:34" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=9738" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [9]=> object(WP_Post)#4739 (24) { ["ID"]=> int(9676) ["post_author"]=> string(3) "752" ["post_date"]=> string(19) "2019-11-07 12:31:12" ["post_date_gmt"]=> string(19) "2019-11-07 17:31:12" ["post_content"]=> string(2356) "Reservoir Labs is proud to return to Supercomputing (SC19), the International Conference for High Performance Computing, Networking, Storage and Analysis, November 17-22 in Denver, CO. Our team looks forward to sharing recent developments in network performance, high performance data analytics, exascale mapping, and novel approaches to neural network optimization. We invite you to join us for the following sessions:
Gradient Graph for Network Optimization at Scale, Sunday Nov. 17
Sunday, November 17, 3:30pm in Room 501, Dr. Jordi Ros-Giralt is presenting "G2: A Network Optimization Framework for High-Precision Analysis of Bottleneck and Flow Performance," based on a newly developed software module that optimizes network throughput at significant scale (see related publication).
Network Research Exhibition (NRE) at SCinet, Tuesday Nov. 19 - Thursday Nov. 21
Demonstrations:
- Gradient Graph (G2) for Network Optimization
- ENSIGN for Multi-Domain Analytics with HPC Scalability
LLVM in HPC, Wednesday Nov. 20
Wednesday, November 20, 5:15-6:45pm in Room 501, Dr. Benoit Meister is presenting during the Birds of a Feather "LLVM in HPC" on Reservoir's new findings in high performance compiler research.
Our team will be on site throughout the week and available for briefings. We invite you to contact us to schedule a time to meet.
" ["post_title"]=> string(52) "Reservoir Labs at the 2019 Supercomputing Conference" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(30) "2019-supercomputing-conference" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-15 16:44:17" ["post_modified_gmt"]=> string(19) "2020-05-15 20:44:17" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=9676" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [10]=> object(WP_Post)#4738 (24) { ["ID"]=> int(9647) ["post_author"]=> string(3) "752" ["post_date"]=> string(19) "2019-10-24 16:28:37" ["post_date_gmt"]=> string(19) "2019-10-24 20:28:37" ["post_content"]=> string(1682) "On October 30 - November 1, 2019 at SuriCon in Amsterdam, Netherlands, Reservoir Labs presents a poster session on mCore: Running Suricata on DPDK.
Presenting mCore™, a vendor independent, high-performance packet forwarding engine. mCore runs on any DPDK-capable NIC and forwards packets from the NIC to parallel applications, including Suricata and Zeek. Performance optimizations include (1) kernel bypass, (2) zero packet copy, (3) lockless data structures, (4) NUMA affinity, (5) CPU/core affinity/pinning and (6) multi-core elastic scalability using receive side scaling (RSS). The poster highlights key architectural design features and offers insight to specific use cases illustrating parallel processing across multiple engines while avoiding packet copy overhead.
Dr. Ros-Giralt will be available throughout the conference to discuss mCore and explore its application with conference attendees.
" ["post_title"]=> string(56) "Reservoir Labs at SuriCon 2019: Running Suricata on DPDK" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(37) "suricon-2019-running-suricata-on-dpdk" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-15 16:44:39" ["post_modified_gmt"]=> string(19) "2020-05-15 20:44:39" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=9647" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [11]=> object(WP_Post)#4737 (24) { ["ID"]=> int(9609) ["post_author"]=> string(3) "805" ["post_date"]=> string(19) "2019-10-09 12:09:45" ["post_date_gmt"]=> string(19) "2019-10-09 16:09:45" ["post_content"]=> string(534) "On Thursday, October 10, Richard Lethin of Reservoir Labs and Eric Dull of Deloitte co-present "Understanding the Business Impact of Cyber Risk" during the 6th annual New York Metro Joint Cyber Security Conference (NYMJCSC) at the Microsoft Tech Center in New York City.
Reservoir Labs invites attendees to stop by Reservoir's exhibit space to discuss best practices for deploying cyber visibility and analytic solutions.
" ["post_title"]=> string(90) "Reservoir Labs & Deloitte Speak at the 2019 New York Metro Joint Cyber Security Conference" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(88) "reservoir-labs-deloitte-speak-at-the-2019-new-york-metro-joint-cyber-security-conference" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-15 16:44:54" ["post_modified_gmt"]=> string(19) "2020-05-15 20:44:54" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=9609" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [12]=> object(WP_Post)#4736 (24) { ["ID"]=> int(9574) ["post_author"]=> string(3) "752" ["post_date"]=> string(19) "2019-10-07 13:54:08" ["post_date_gmt"]=> string(19) "2019-10-07 17:54:08" ["post_content"]=> string(2124) "This year at ZeekWeek Reservoir Labs’ Dr. Jordi Ros-Giralt is presenting “Identifying Small Heavy-Hitter Flows Using Zeek to Optimize Network Performance” on October 9, 2019 in Seattle, WA.
Learn how Zeek can be used as a building block for network operators to help optimize traffic engineering and discover a new Zeek analyzer for parsing sFlow protocol packets developed by Reservoir Labs engineers.
Reservoir Labs is a proud sponsor of ZeekWeek and is be exhibiting its high performance security products and services from October 9 – 11. We invite you to stop by our table to hear more about:
R-Scope: Advanced Threat Detection
ENSIGN: Multi-Domain Analytics
High Performance Packet Path Acceleration
Optimizing Flows in High Speed Networks
Professional Services
Visit the ZeekWeek website for the full agenda and to register. Use promo code “ZeekPromo” to receive a 20% registration discount.
" ["post_title"]=> string(103) "ZeekWeek 2019 Presents: Identifying Small Heavy-Hitter Flows Using Zeek to Optimize Network Performance" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(13) "zeekweek-2019" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-18 09:43:24" ["post_modified_gmt"]=> string(19) "2020-05-18 13:43:24" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=9574" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [13]=> object(WP_Post)#4735 (24) { ["ID"]=> int(9524) ["post_author"]=> string(3) "752" ["post_date"]=> string(19) "2019-09-19 09:34:38" ["post_date_gmt"]=> string(19) "2019-09-19 13:34:38" ["post_content"]=> string(2577) "On September 25 and 26, Reservoir Labs will present five papers at The IEEE 2019 High Performance Exascale Computing Conference (HPEC 2019) on topics of emerging interest including Graphs, Networks & Sparse Data, HPC, Advanced Sensing, and AI. The following papers will be presented:
Combinatorial Multigrid: Advanced Preconditioners For Ill-Conditioned Linear Systems
Fast Large-Scale Algorithm for Electromagnetic Wave Propagation in 3D Media
Fast and Scalable Distributed Tensor Decompositions
Automatic Parallelization to Asynchronous Task-Based Runtimes Through a Generic Runtime Layer
Combining Tensor Decompositions and Graph Analytics to Provide Cyber Situational Awareness at HPC Scale
See the HPEC agenda for more information on the presentation times and locations.
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Benoit Meister of Reservoir Labs presents a paper, Polyhedral Tensor Schedulers, during The 17th International Conference on High Performance Computing (HPCS 2019), July 15 - 19, in Dublin, Ireland.
This new research allows us to automatically find and generate the complex parallel code needed for computing with tensors. The technology utilizes the polyhedral model and applies it in unique and scalable ways. The technology has uses in optimizing AI applications, from deep learning kernels to modern complex processors and accelerators.
This paper is part of The Second Special Session on Compiler Architecture, Design and Optimization (CADO 2019) and is co-authored by Eric Pappenhausen of Akai Kaeru and Benoit Pradelle of Silexica.
View the abstract and/or contact us for more information and a demonstration.
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This research enables new polynomial-time optimization algorithms for PLP. While the result itself is compelling on its own mathematical and technical merits, more broadly applied - it is indicative of an opportunity for new, powerful approaches for network flow optimization at scale.
The poster session (PP100) is on Wednesday, May 22 at 3:50pm in the Snowbird Center - Cottonwood A&B in Snowbird, Utah.
" ["post_title"]=> string(59) "Reservoir Presents at 2019 SIAM Workshop on Network Science" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(59) "reservoir-presents-at-2019-siam-workshop-on-network-science" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-15 16:59:52" ["post_modified_gmt"]=> string(19) "2020-05-15 20:59:52" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=9344" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [16]=> object(WP_Post)#4732 (24) { ["ID"]=> int(9269) ["post_author"]=> string(3) "752" ["post_date"]=> string(19) "2019-04-08 11:32:06" ["post_date_gmt"]=> string(19) "2019-04-08 15:32:06" ["post_content"]=> string(751) "On April 10, 2019, Dr. Jordi Ros-Giralt presents Reservoir Labs' findings on Selective Packet Capture at High Speed Rates at the Zeek (Bro) Workshop at CERN, Switzerland. Reservoir discusses a workflow to perform selective packet capture using the Zeek sensor at very high speed rates and key data structures needed to efficiently perform this task. Request a full copy of this presentation or a demo." ["post_title"]=> string(44) "Selective Packet Capture at High Speed Rates" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(44) "selective-packet-capture-at-high-speed-rates" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-15 17:00:01" ["post_modified_gmt"]=> string(19) "2020-05-15 21:00:01" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=9269" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [17]=> object(WP_Post)#4731 (24) { ["ID"]=> int(9110) ["post_author"]=> string(3) "752" ["post_date"]=> string(19) "2019-02-08 16:56:06" ["post_date_gmt"]=> string(19) "2019-02-08 21:56:06" ["post_content"]=> string(2469) "Join Reservoir Labs at the RSA Conference from March 4 through March 7, 2019, in San Francisco, California. Reservoir is showcasing R-Scope® On January 23, 2019 Reservoir Labs' engineer Benoit Meister presents a keynote speech for IMPACT's 9th International Workshop on Polyhedral Compilation Techniques. The presentation will address the challenges and ideas Reservoir Labs has discovered in the process of targeting Event Driven Tasks in a polyhedral mapper as well as how developers can use the polyhedral model to benefit the growing trend of Deep Learning. These discoveries are part of Reservoir's continued development of R-Stream, an automatic polyhedral optimizing compiler. The IMPACT Workshop is held in Valencia, Spain in conjunction with HiPEAC 2019.
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The SC Conference supports thousands of exhibitors and more than 11,000 conference attendees. Many of the industry, academic, and lab exhibitors are running 100 Gbps feeds to the show floor to demonstrate their technologies and run collaborative experiments. This year the total WAN bandwidth will exceed 4 terabits per second.
The SCinet Security team has an interesting challenge: the dedicated high-capacity network has no firewall. Reservoir is contributing a cluster of R-Scope systems to offer deep network visibility and operationalize threat intelligence. Reservoir will also be testing ENSIGN, Reservoir's spectral hypergraph analytics tool, as part of the Network Research Exhibition testbed (NRE) to identify malicious network behavior.
Reservoir’s Managing Engineers Alan Commike, Muthu Baskaran and Tom Henretty will also be contributing expertise and time to the effort. In his sixth year volunteering with SCinet, Alan Commike is co-lead for the Network Security team at SCinet this year, responsible for network and cyber security.
Please contact us for more detail on Reservoir’s role at SCinet
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string(1836) "As part of the 2018 Supercomputing Conference in Dallas, TX, Reservoir Labs is presenting a Workshop entitled "Analysis of Explicit vs. Implicit Tasking in OpenMP Using Kripke". Reservoir engineers Charles Jin and Muthu Baskaran will discuss Reservoir's latest research on the advantages of explicit task-based parallelism for real-world applications where the pattern of dependence relations makes implicit parallelism inefficient. This is demonstrated through the sweep kernel of the Kripke benchmark. The kernel has high levels of parallelism, but it is only effective to access this parallelism in the context of a run-time that accepts and schedules with explicit dependences between tasks. The demonstration is in the context of OpenMP 4.5. The work motivates our R-Stream capabilities for generating such explicit task based parallel programs automatically from simple high-level specifications of the kernel.
This talk will take place on Monday, November 12 from 3:45pm CT - 4:00pm CT at the Kay Bailey Hutchison Convention Center Dallas, as part of the ESPM2 Workshop."
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string(1571) "As part of the 2018 Supercomputing Conference in Dallas, TX, Reservoir Labs is presenting a Workshop paper entitled "Fast Detection of Elephant Flows with Dirichlet-Categorical Inference". Reservoir engineers Aditya Gudibanda and Jordi Ros-Giralt introduce new innovative algorithms for high performance networking to detect heavy hitter flows reducing error rate by a factor of 20. This will be an important step towards fast and efficient traffic engineering optimization in high speed data networks.
View the slides from this presentation.
This talk takes place on Sunday, November 11 from 11:30am CT - 12:00pm CT at the Kay Bailey Hutchison Convention Center Dallas, as part of the INDIS workshop."
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string(1486) "Reservoir engineers are sharing their cyber security and data analytics expertise at BroCon 2018. On October 11, 2018, Mr. Alan Commike is presenting "The Ins and Outs of Developing a new Bro protocol analyzer in BinPAC." The following day, Dr. James Ezick is holding a session on "Gaining Insight from Bro Logs through Pattern Discovery with Tensor Decompositions".
Stop by Reservoir's exhibit at BroCon to learn more about R-Scope® Advanced Threat Detection and ENSIGN®, delivering AI-based pattern discovery and graph analytics for multidimensional data sets. Be sure to pick up a free copy of R-Scope VM Community Edition.
We invite you to meet with our experts around these sessions.
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string(2217) "Reservoir Labs is presenting three papers at the 2018 IEEE High Performance Extreme Computing Conference (HPEC '18) in Waltham, MA. Best Paper Finalist "Computationally Efficient CP Tensor Decomposition Update Framework for Emerging Component Discovery in Streaming Data," shows new ENSIGN® capabilities for large scale streaming sparse tensor or hypergraph decompositions on cyber security log data, including the ability to discover new behaviors occurring on the network through the ability of the numerical algorithm and implementation to form new components. This work adds to Reservoir's differentiated capabilities in streaming statistical analysis of large scale graph and hypergraph data, utilizing parallel computing and proprietary data structures and algorithms.
Reservoir Labs is also presenting "All-at-once Decomposition of Coupled Billion-scale Tensors in Apache Spark," which shows how to perform very large scale hypergraph decomposition and sparse tensor decomposition utilizing the Apache Spark platform, including the ability to perform this for coupled sparse tensor decomposition. The results surface meaningful and interesting behaviors in cyber security and geospatial activity databases. A third paper, "Accelerating Dijkstra's Algorithm Using Multiresolution Priority Queues," presents Reservoir's research in achieving an asymptotic improvement in shortest path finding for very large scale graph data analytics through the application of Reservoir's proprietary multiresolution queue data structure."
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Reservoir Labs is presenting "Rethinking Security: The Essential Element of Your Security" at Black Hat USA 2018 in Las Vegas, NV at the Mandalay Bay Convention Center. Hosted by Reservoir's partner, Gigamon, this talk covers Reservoir's latest capabilities in network security and utilization of R-Scope®. The presentation will be held at Gigamon's booth, #1058, on Wednesday, August 8 at 4pm PT. Following Black Hat, Reservoir Labs is attending Def Con 26 at Caesar's Palace & Flamingo.
Schedule a meeting with the team during these events or contact us for more information."
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string(1612) "We are pleased to announce that Dr. Jordi Ros-Giralt of Reservoir Labs, is presenting “High Speed Elephant Flow Detection Under Partial Information” at the IEEE International Symposium on Networks, Computers and Communications 2018.
The presentation demonstrates new innovations in both high performance networking and operational network visibility, showing results from our research laboratory: algorithms that exploit the information theoretic properties of traffic to determine the behavior of flows with very high efficiency. These new algorithms provide orders of magnitude improvement in flow monitoring computational and memory requirements on high-speed networks.
The presentation will be held on Thursday, June 21 at 11:00am CET in Room Galileo at The University of Rome Tor Vergata in Rome, Italy.
Click here to view or download the publication.
Click here for more information about IEEE ISNCC 2018."
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string(1722) "Reservoir engineers have been steadfast in a commitment to the Bro community to ensure code-compatibility with the open-source Bro kernel. As part of this approach, Reservoir developed Bro-based FIX (Financial Information eXchange) analyzers to be used by the entire community, available for ASCII and Binary network protocols.
R-Scope from Reservoir Labs is a highly scalable network sensor that enables behavioral analytics for cybersecurity. Based on the open-source Bro engine, R-Scope is infused with patented algorithms and hardened for reliability, availability and serviceability (RAS) to enable optimal performance for Enterprise deployment.
The FIX Protocol Analyzer can be downloaded via GitHub on the Reservoir or Bro repositories.
Reservoir Labs Professional Services are available to create unique, enterprise-specific analyzers. If you would like to learn more about R-Scope, Training, or Professional Services, please contact us."
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string(1055) "The U.S. Department of Energy's Small Business Innovation Research (SBIR) and Small Business Technology Transfer (STTR) have recognized Reservoir Labs as a successful partner in the Advanced Scientific Computing Research (ASCR) program's mission is to discover, develop, and deploy computational science and high-performance networking tools and services that enable researchers in scientific disciplines to analyze, model, simulate, and predict complex phenomena in the areas of Energy, Environment and Security.
For more information, read Reservoir's SBIR/STTR Success Story, and additional SBIR/STTR Success Stories."
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string(1253) "On Tuesday, April 17 in Orlando, FL, Tom Henretty, Managing Engineer at Reservoir Labs, will present the paper "Topic Modeling for Analysis of Big Data Tensor Decomposition" at the SPIE Disruptive Technologies in Information Science conference. Tensor decompositions have recently shown promising results when addressing problems in cyber security and intelligence analysis. Tensor decomposition can pull out components, kinds of stories, activities, and anomalies in big data. Reservoir's ENSIGN technology enables tensor decompositions to scale to very large data. Tom will present an approach to automated component clustering and classification based on the Latent Dirichlet Allocation (LDA) topic modeling technique. This enables more rapid separation of known activities from anomalies. Tom will show example applications to representative cyber security and geospatial datasets. For more information about Reservoir Labs' presentation, click here."
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Reservoir Labs is offering free expo passes (use code X8ERESER) and free VM trials of R-Scope. To request a meeting during the week of April 16, click here."
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string(1112) "On Saturday January 20 in New York city, Reservoir's Rich Lethin will present at BSidesNYC, explaining how computing and examining the spectrum of "high dimensional graphs" (or hypergraphs) can illuminate connections that are implicit, to reveal interesting activity in data such as event logs. BSidesNYC is "an Information / Security conference that’s different. We’re a 100% volunteer organized event put on by and for the community and we truly strive to keep information free." The focus of Richard's presentation will be intuition about how the mathematics works, with examples and illustrations from the application of Reservoir's ENSIGN tool to cyber data. For more information about ENSIGN, please see our papers about the unique technology that Reservoir brings for sparse tensor decompositions.
Slides from the session are here."
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string(719) "We are pleased to announce that Dr. Benoit Pradelle, senior engineer at Reservoir Labs, will present "Polyhedral Optimization of TensorFlow Computation Graphs" at ESPT-2017. The workshop is held in conjunction with SC17 and will take place on November 12 at the Colorado Convention Center in Denver (Rm 506).
Polyhedral Optimization of TensorFlow Computation Graphs
Benoit Pradelle, Benoit Meister, Muthu Baskaran, Jonathan Springer, Richard Lethin
Presented by Benoit Pradelle
More information about ESPT-2017 can be found here."
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string(1063) "Reservoir Labs is pleased to announce that Dr. Jordi Ros-Giralt and Dr. Muthu Baskaran will present the following papers at the 4th International Workshop on Innovating the Network for Data Intensive Science (INDIS) 2017. The workshop is held in conjunction with SC17 and will take place on November 12 at the Colorado Convention Center in Denver.
Algorithms and Data Structures to Accelerate Network Analysis (1.30pm-1.50pm)
Jordi Ros-Giralt, Alan Commike, Peter Cullen, Richard Lethin
Presented by Jordi Ros-Giralt
Enhancing Network Visibility and Security Through Tensor Analysis (11.50am-12.10pm)
Muthu Baskaran, David Bruns-Smith, Thomas Henretty, James Ezick, Richard Lethin
Presented by Muthu Baskaran
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string(2669) "Reservoir Labs is proud to be able to be part of the team that will build and operate SCinet at the Supercomputing 2017 conference. SCinet is an extremely high-performance network, bringing in several dozen 100 Gbps feeds from around the world.
The Supercomputing conference supports thousands of exhibitors and 10's of thousands of conference attendees with network service. Many of the industry, academic, and labs exhibitors are running 100 Gbps feeds to the show floor to demonstrate their technologies and to run collaborative experiments. This year the switching capacity of SCinet will be several 10's of Terabits per second and the SCinet team is planning for peak traffic exceeding many Tbps.
Security at SCinet is an interesting challenge because the network has no firewall! Reservoir is contributing a cluster of R-Scope systems to perform metadata extraction and to operationalize threat intelligence, and will be running ENSIGN as part of SCinet's research exposition. Reservoir's Managing Engineers Alan Commike, Muthu Baskaran and Tom Henretty will be contributing expertise and time to the effort; Alan Commike is running SCinet security and Muthu and Tom will be running ENSIGN and testing new technologies that we are developing in a DOE ASCR sponsored SBIR effort. Please contact us to arrange to visit us at SCinet; to see R-Scope and ENSIGN in operation and to get a tour of SCinet.
For more information about SCinet, please see the Q&A with SCinet's chair Jeffrey Schwab.
For more information about R-Scope, please visit the R-Scope page. Please try the Community Edition of the R-Scope VM, available free."
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The conference will take place on September 12-14 at the National Center for Supercomputing Applications in Urbana, IL. Please contact us here to schedule a meeting with our team."
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string(1297) "Reservoir Labs will be presenting at the 2017 IEEE High Performance Extreme Computing Conference (HPEC ‘17), which will take place on September 12-14 at the Westin Hotel in Waltham, MA. Please join us for our fifteenth year at this premier conference on the convergence of High Performance and Embedded Computing.
Reservoir Labs will present the following research:
[Best Paper Finalist] Memory-efficient Parallel Tensor Decompositions
Muthu Baskaran, Tom Henretty, Benoit Pradelle, M. Harper Langston, David Bruns-Smith, James Ezick, Richard Lethin
A Quantitative and Qualitative Analysis of Tensor Decompositions on Spatiotemporal Data
Tom Henretty, Muthu Baskaran, James Ezick, David Bruns-Smith (Reservoir Labs), Tyler Simon (University of Maryland)
Multiresolution Priority Queues
Jordi RosGiralt, Alan Commike, Peter Cullen, Jeff Lucovsky, Dilip Madathil, Richard Lethin"
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string(691) "We are pleased to announce that Dr. James Ezick, Associate Directing Engineer at Reservoir Labs, will present “ENSIGN: Applications Driving Innovation in Tensor Decompositions” at the High Performance Computing (HPC) and Data Analytics Workshop on June 28, 2017. He will present an overview of ENSIGN as an evolving, ready-to-use solution for data scientists seeking to apply tensor analysis to practical application domains in HPC environments. The two-day workshop is held at The Hotel at Arundel Preserve in Hanover, MD.
A link to the presentation can be found here."
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string(991) "Message to R-Scope Customers and Colleagues Regarding the Recent WannaCry Ransomware
This is a courtesy message regarding the recent WannaCry ransomware outbreak. It includes tools and techniques, specific to R-Scope, that we feel will be valuable in combating this threat.
This message contains instructions for configuring and deploying Reservoir Labs curated threat intelligence specific to WannaCry, as well as general guidance as to how to hunt for WannaCry ransomware using your existing metadata.
The Reservoir Labs wannacry.intel file is now hosted on our public Github repository and freely available to download and distribute for personal or commercial use. As R-Scope users, we encourage you to leverage this resource to aid in identifying and remediating the WannaCry malware.
View the full message here."
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string(1234) "Efficient packet forwarding using cyber-security aware policies
Reservoir Labs is honored to have been issued another patent published on April 4, 2017 on key HPC technology within R-Scope that allows Reservoir's customers to achieve deep insights into their networks at uniquely high speed and with depth of analysis. The patent describes Reservoir's lock free data structures to enable packet processing at very large scale. The lock free data structures both eliminate key bottlenecks in the packet processing path for multicore concurrency and make the packet processing layer substantially resilient against denial of service (DoS) attacks.
Link to Patent
Please contact Reservoir Labs for a demo of this technology or to arrange a proof-of-concept (POC) trial. Congratulations to Dr. Jordi Ros-Giralt, Dr. Richard A. Lethin, Mr. Alan Commike." ["post_title"]=> string(63) "Reservoir Labs Awarded Patent for Scaling Network Cybersecurity" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(40) "patent-for-scaling-network-cybersecurity" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-29 13:49:10" ["post_modified_gmt"]=> string(19) "2020-05-29 17:49:10" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(69) "https://www.reservoir.com/2017/05/05/seeing-is-believing-at-rsa-copy/" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [42]=> object(WP_Post)#3368 (24) { ["ID"]=> int(5466) ["post_author"]=> string(3) "168" ["post_date"]=> string(19) "2017-02-08 09:22:04" ["post_date_gmt"]=> string(19) "2017-02-08 14:22:04" ["post_content"]=> string(1365) "RSA 2017, February 13-17 Booth N4409, Moscone Center, San Francisco Free Expo Pass for RSA 2017 here, enter code: XE7RSRLAB Reservoir Labs is pleased to be exhibiting at the RSA Conference in San Francisco February 13-17. We will showcase R-Scope®, an advanced threat detection appliance, and ENSIGN, our powerful analytic platform. R-Scope enables the identification of sophisticated attack behaviors by today’s (and tomorrow’s) hackers with a real-time focus on what’s happening right now, in and around your network. Powered by the Bro engine, R-Scope is an enterprise-ready, enterprise-secure solution that delivers the industry’s most customizable network security monitoring tool that exists in a fully hardened platform. ENSIGN enables unsupervised discovery of subtle undercurrents and deep, cross-dimensional correlations within these structures. Leveraging any structured or unstructured data source, ENSIGN identifies outlier behavior at scale and feeds the analyst’s workflow to hunt for malicious behavior, both internally and externally sourced. Contact us to schedule a demo. Booth #4409, Moscone Center, San Francisco, CA" ["post_title"]=> string(26) "Seeing is Believing at RSA" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(26) "seeing-is-believing-at-rsa" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-29 13:49:56" ["post_modified_gmt"]=> string(19) "2020-05-29 17:49:56" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=5466" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [43]=> object(WP_Post)#3367 (24) { ["ID"]=> int(5453) ["post_author"]=> string(3) "168" ["post_date"]=> string(19) "2017-01-10 12:06:02" ["post_date_gmt"]=> string(19) "2017-01-10 17:06:02" ["post_content"]=> string(615) "
We are pleased to announce that Dr. James Ezick, Associate Directing Engineer at Reservoir Labs, will present “Discovering Deep Patterns in Large-scale Network Flows using Tensor Decompositions” at FloCon 2017 on Thursday, January 12, 2017. He will present an approach to a cyber security workflow based on ENSIGN, highlighting case studies captured from Reservoir’s participation in SCinet last November. The conference is held at the DoubleTree by Hilton San Diego - Mission Valley in San Diego, CA and is sponsored by CERT and the Carnegie Mellon Software Engineering Institute.
Case Study Overview
What if there was a multi-site network which exhibited some unusual activity that was thought to be malicious? What are the questions needed to determine that there is indeed unusual network traffic and to the extent that the unusual traffic corresponds to proof points of malicious activities? What are the tools and requirements for those tools to enable analysts to hunt through the data to identify and characterize the network behaviors? There is no shortage of products and services implying they can make it “easy” to identify aberrant behaviors to gather actionable insight. We will describe our work for analysis at scale which can be applied to steady state networks with up to 10’s of gigabit/s bandwidth. We found that there’s no tool better than Bro to produce full-take metadata that summarizes terabytes of network data into clearly expressed behaviors. This metadata, measured in 100s of billions of records spanning weeks of data, then needs to be examined by human analysts hunting for the anomalous. To be practical, the analysts must be aided by data science tools, with turn-around time in seconds to allow them to identify and characterize network behaviors. Processing these data volumes at these scales, with this required responsiveness, and then using those behaviors to characterize operational networks, requires multiple computing architectures working together, including cloud computing, supercomputing, and high-speed complex event processors. We will outline how these techniques and approaches have been combined to effectively identify and then combat three phases of a malicious software’s behavior: the breach, the dormant, and the active. We will discuss requirements of the Bro sensor in operational networks maintained by Bro naive systems operators, the value of Bro to address changing needs once deployed, and the analytics engine architecture to enable real-time insight into the data. We discuss some of the analytics such as upload detection, flow size and inter-session timing based beaconing detection, correlated drive-by-download detection, redirection chain identification, newness of hostnames, bump-in-the-night beaconing detection, and outbound attacking behaviors which can be used by the analyst to determine intent. Utilizing screen captures, we’ll walk through several use cases to outline how we’ve leveraged this new combination of architectures to identify software behaviors and crystallize understanding from indicators of compromise through actionable insights.
Speakers: Eric Dull, Deloitte & Touche Consulting LLP and Dilip Madathil, Reservoir Labs" ["post_title"]=> string(100) "BroCon ’16: Reservoir Labs and Deloitte Present: Multi-site Network Intrusion Analysis Case Study" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(90) "brocon-16-reservoir-labs-deloitte-present-multi-site-network-intrusion-analysis-case-study" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-29 13:59:38" ["post_modified_gmt"]=> string(19) "2020-05-29 17:59:38" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=5115" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [48]=> object(WP_Post)#3164 (24) { ["ID"]=> int(5072) ["post_author"]=> string(3) "102" ["post_date"]=> string(19) "2016-08-23 16:20:04" ["post_date_gmt"]=> string(19) "2016-08-23 20:20:04" ["post_content"]=> string(839) "Reservoir Labs is pleased to share the presentation from Dr. Benoît Pradelle, Senior Engineer, addressing Scalable Hierarchical Polyhedral Compilation at the 45th International Conference on Parallel Processing (ICPP-2016), held in Philadelphia, PA during August 16-19, 2016. Dr. Pradelle's presentation shared novel innovations in polyhedral techniques to drastically optimize the compilation speed and scalability when targeting deep hardware hierarchies. This is a powerful step towards being able to realistically optimize programs for upcoming Exascale machines. For information on the other sessions offered during the conference, please see the full agenda." ["post_title"]=> string(76) "Reservoir Labs Presenting at International Conference on Parallel Processing" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(70) "reservoir-labs-presenting-international-conference-parallel-processing" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-05-29 13:59:47" ["post_modified_gmt"]=> string(19) "2020-05-29 17:59:47" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=5072" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [49]=> object(WP_Post)#3348 (24) { ["ID"]=> int(4806) ["post_author"]=> string(3) "102" ["post_date"]=> string(19) "2016-07-25 16:26:13" ["post_date_gmt"]=> string(19) "2016-07-25 20:26:13" ["post_content"]=> string(1718) "Reservoir Labs is pleased to announce that Eric Papenhausen, Engineering Intern, at Reservoir Labs will present An Interactive Visual Tool for Code Optimization and Parallelization Based on the Polyhedral Model at the Sixth International Workshop on Parallel Software Tools and Tool Infrastructures (PSTI) to be held in conjunction with the 45th International Conference on Parallel Processing (ICPP) on Tuesday, August 16 at 2:05 – 2:35PM in Philadelphia, PA. For information on sessions and timings, please see the program for the workshop. Eric will present an interactive user interface for a programmer to achieve program optimization drawing on the tactics and powerful transformations present in the R-Stream compiler that go far beyond traditional loop optimizations of vectorization of parallelization. The R-Stream compiler can perform optimizations over parallelism, locality, contiguity, vectorization, data layout, task formation, scratchpad memory management, automatic communications optimization, and many other optimizations. Eric's presentation will show new innovations in the visualization of the combinations of polyhedral optimizations, the latent parallelism present in high performance computing codes, and the interactive manipulation of these to generate high performance computing codes for current and next generation computer architectures." 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Reservoir Labs is pleased to be sponsoring SplunkLive! New York.
The one day conference is hosted at the Marriott Marquis from 8:00AM - 4:30PM on July 12. We will be demonstrating new features from R-Scope, our advanced network security sensor, including Capture on Trigger for packet capture based on specific behavior patterns. Separately, we’ll demonstrate the new R-Scope Technical Add-on (TA) for Splunk Enterprise Security (ES).
If you are in the tri-state area, please register for free and join us!
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Please join us at 3:00PM on June 8 for a talk entitled: Enabling the Analyst at 40 Gb/s and Billions of Records, Really. We will share practical insights from recent engagements and discuss purposefully to leverage Data Science and Cyber Analytics. Production networks operating at 40 Gb/s rates produce no shortage of data. More, there is no shortage of products and services implying they can make it “easy” to identify a software product’s behaviors to gather actionable insight. While not easy, it is possible. It requires sensors that can process carrier-grade bandwidths and produce full-take metadata that summarizes terabytes of network data into clearly expressed behaviors. This metadata, measured in 100s of millions to billions, then needs to be analyzed by human analysts, and they must be aided by data science tools, in seconds to allow them to identify and characterize the network behaviors exhibited by a variety of tools functioning within live networks. Processing these data volumes with this required responsiveness and then using those behaviors in operational networks, requires multiple computing architectures working together, including cloud computing, supercomputing, and high-speed complex event processors. We will outline how these new techniques and approaches have been combined to effectively identify and then combat three phases of a malicious software’s behavior: the breach, the dormant, and the active. Utilizing video and screen captures, we’ll walk through several use cases to outline how we’ve leveraged this new combination of architectures to identify software behaviors and crystalize understanding from indicators of compromise through actionable insights. Learn more about Reservoir's cyber security sensor R-Scope." 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The conference is held at the Governor Calvert House, Historic Inns of Annapolis, Annapolis, MD and is sponsored by the Cyber-Physical Systems Virtual Organization (CPS-VO). Dr. Ramananandro's presentation, Formal Verification of C Programs with Floating-Point Computations: Certified Error Bounds for Signal Processing, will demonstrate VCfloat, a Coq proof library to reason about the uncertainty introduced by rounding and approximation errors in C programs with floating-point computations, and its use in signal processing for high-assurance cyber-physical systems." ["post_title"]=> string(85) "Dr. Ramananandro Presenting at High-Confidence Software and Systems (HCSS) Conference" ["post_excerpt"]=> string(0) "" ["post_status"]=> string(7) "publish" ["comment_status"]=> string(6) "closed" ["ping_status"]=> string(4) "open" ["post_password"]=> string(0) "" ["post_name"]=> string(82) "dr-ramananandro-presenting-at-high-confidence-software-and-systems-hcss-conference" ["to_ping"]=> string(0) "" ["pinged"]=> string(0) "" ["post_modified"]=> string(19) "2020-06-01 14:04:27" ["post_modified_gmt"]=> string(19) "2020-06-01 18:04:27" ["post_content_filtered"]=> string(0) "" ["post_parent"]=> int(0) ["guid"]=> string(33) "https://www.reservoir.com/?p=4248" ["menu_order"]=> int(0) ["post_type"]=> string(4) "post" ["post_mime_type"]=> string(0) "" ["comment_count"]=> string(1) "0" ["filter"]=> string(3) "raw" } [53]=> object(WP_Post)#3462 (24) { ["ID"]=> int(4234) ["post_author"]=> string(3) "102" ["post_date"]=> string(19) "2016-04-19 09:46:15" ["post_date_gmt"]=> string(19) "2016-04-19 13:46:15" ["post_content"]=> string(2072) "Managing Engineers from Reservoir Labs, Dr. James Ezick and Mr. Alan Commike, will deliver presentations at the Cybersecurity Symposium 2016, set for April 18-20, 2016 at the University of Idaho’s Center for Secure and Dependable Systems (CSDS) in Coeur d’Alene, Idaho. Held at The Coeur d’Alene Resort, the conference brings together leading researchers and software and system developers from industry and government to meet and discuss state-of-the-art processes related to cybersecurity. On Wednesday, April 20, Mr. Commike will present his paper, “Cyber Security Challenges in an Open High Speed Network”. This talk discusses the cyber security challenges and solutions associated with a terabit sized open network and highlights some of the security solutions brought to bear for this world-class challenge. Dr. Ezick will present a paper titled, “Cyber Security through Multidimensional Data Decompositions”. The paper describes how ENSIGN extends RTahina Ramananandro, Senior Engineer, at Reservoir Labs will introduce VCFloat, a Coq proof library for unprecedentedly trustworthy formal verification of floating-point computations in C programs. Ramananandro's presentation, A Unified Coq Framework for Verifying C Programs with Floating-Point Computations, will be held at the 5th ACM/SIGPLAN International Conference on Certified Programs and Proofs (CPP) on Hilton St. Petersburg Bayfront in St. Petersburg, FL, USA on January 18-19, 2016, 11am EST.
Coincidentally, a reception, sponsored by the National Science Foundation (NSF) DeepSpec project, is held on Tuesday evening, an hour after the last CPP talk ends.
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string(1027) "Watch the on-demand webinar on cyber threat hunting with Sqrrl and Reservoir Labs. This webinar provides an introduction to Bro and how it can be leveraged for hunting.
In this webinar you will learn:
- What Bro is and why it’s important
- What threat hunting is
- How Reservoir Labs support threat hunting
- How Sqrrl supports threat hunting
- An example demo of threat hunting with Sqrrl and Reservoir Labs
SCinet Briefing—Security in a High Performance Environment (aka, Lessons from the Trenches)
Tuesday, November 17 at 4 pm, at the Austin Convention Center, RM 5A-5B. During this session, thought leaders from the SCinet team will highlight the infrastructure created for SCinet and share insights gathered from architecting, supporting and securing SC15’s communication backbone. Following presentations, a good amount of time has been allocated for interactive discussion.
SCinet Demonstrations are available through NRE, Network Research Exhibition, throughout the week. Each year the SCinet NRE showcases the leading network-based solutions that were created to deliver the highest performance available within the greatest security footprint. The goal of the NRE is to showcase technologies that will impact HPC in general and SCinet in particular. Topics for SC15’s NRE demonstrations and experiments range from software-defined networking (SDN) to security/encryption and resilience.
For NRE, Reservoir Labs will be demonstrating our ENSIGN technology. ENSIGN is a new technology for machine learning that specializes in discovering deep patterns in complex multi-aspect datasets. The unique contribution of ENSIGN is its ability to scale the unsupervised learning methods enabled by tensor decomposition techniques to industrial-scale problems. For complex multi-aspect datasets, these decompositions provide a level of insight into cross-aspect correlation that cannot be replicated with traditional machine learning methods.
Please contact Reservoir Labs if you would like to schedule a demonstration.
HP-CAST25 HP Consortium for Advanced Scientific and Technical Computing. Saturday, November 14, 13:30 at the JW Marriott Hotel (two blocks west of the convention center) Reservoir Labs: Advanced Graph Analytics Using HPC Ms. Ann Johnson, Vice President of Engineering, will introduce the latest advances in Reservoir Labs’ ENSIGN technology, a multi-aspect analysis tool for Big Data that leverages hypergraph decomposition technology. Using Reservoir’s patented algorithms and data structures, ENSIGN enables parallel processing of large hypergraphs by processing sparse tensors through multi-linear algebraic decompositions. INDIS Innovating the Network for Data Intensive Science Monday, November 16, 11:15AM at the Hilton, RM 410 (across from the convention center) Reservoir Labs: High-Performance Many-Core Networking: Design and Implementation Reservoir Labs invites you to attend our presentation for the SCinet 2015 INDIS Workshop. Dr. Jordi Ros-Giralt, Managing Engineer, will introduce DNAC, Dynamic Network Acceleration for Many-Core, a high performance abstraction layer designed to target the maximum network performance available from the network interface in many-core general purpose operating systems. Reservoir will share the performance gains that can be achieved in a state-of-the-art many-core system. The second annual INDIS workshop is part of the SC15 Tech Program. INDIS showcases both Demonstrations and Technical Papers highlighting important developments in high-performance networking. RESPA Runtime Systems for Extreme Scale Programming Models and Architectures Monday, November 16, 15:30—16:00 at the Hilton, RM 400-402 (across from the convention center) Reservoir Labs: Automatic Code Generation for an Asynchronous Task-Based Runtime Dr. Muthu Baskaran, Managing Engineer, will describe capabilities developed at Reservoir Labs within R-Stream—an automatic source-to-source optimization compiler—for automatic generation and optimization of code targeted towards Open Community Runtime (OCR)—an exascale-ready asynchronous task-based runtime. Hardware scaling considerations associated with the quest for exascale and extreme scale computing are driving system designers to consider event-driven-task (EDT)-oriented execution models for executing on deep hardware hierarchies. Further, for performance, productivity, and code sustainability reasons, there is an increasing demand for auto-parallelizing compiler technologies to automatically produce code for such asynchronous EDT-based runtimes. Dr. Baskaran will discuss some of the key features in R-Stream for enhancing EDT runtime execution, specifically features that extract more concurrency, data locality, and asynchrony in programs, and manage data movement and memory explicitly to save energy. OCR Open Community Runtime: Birds of a Feather (BOF) Wednesday, November 18, 12:15PM—1:15PM at Austin Convention Center, RM 18AB Reservoir Labs: Experiences With OCR as a Target for an Optimizing Compiler The OCR is a standard for event driven task execution in high performance computing, being developed in a collaboration that spans several continents. Reservoir Labs has developed compiler technology to parallelize programs into the event driven task form to achieve performance and power efficiency much higher than can be achieved with traditional execution models. Dr. Benoit Meister, Managing Engineer, will present Reservoir Labs’ R-Stream compiler technology and show how it can utilize advanced features of OCR such as data block management and dynamic task graph spawning. Reservoir Labs’ R-Stream compiler has produced more code, and better code, than any other path toward OCR that exists today." 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Our talk will introduce DNAC, Dynamic Network Acceleration for Many-Core, a high performance abstraction layer designed to target the maximum network performance available from the network interface in many-core general purpose operating systems. Reservoir will share the performance gains that can be achieved in a state-of-the-art many-core system. The second annual INDIS workshop will again be a part of the SC15 Tech Program. Innovating the Network for Data-Intensive Science (INDIS) showcases both Demonstrations and Technical Papers highlighting important developments in high-performance networking. With participants from research, industry, and government, this workshop discusses topics related to network testbeds, emerging network hardware, protocols, and advanced network-intensive scientific applications. The INDIS workshop will take place from 9:00 am – 12:30 pm, Monday, November 16, at the Hilton (across from the SC15 Convention Center), room 410. 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Along with publication in the conference proceedings, the accompanying tools-track paper, titled "Polyhedral User Mapping and Assistant Visualizer Tool for the R-Stream Auto-Parallelizing Compiler", was chosen for an interactive demonstration and poster session. High-level source-to-source compilers such as Reservoir Labs' advanced R-Stream compiler often perform optimizations, which involve complex trade-offs in an underlying cost model. By involving users interactively throughout the entire application process, experts can gain new insights into the effects of parameter choices while non-expert users can more quickly gain greater understanding of the effects of optimizing compilers on their existing source codes. By coupling industry-standard and cutting-edge visualization techniques, our new tool (called PUMA-V) allows users-in-the-loop to intuitively exploit the full power of R-Stream." 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Wednesday, September 16 - Graphs & Sparse Data 2 Session (3:00-4:40) at Eden Vale C1: Jonathon Cai of Yale University will present our jointly written paper, "Optimization of Symmetric Tensor Computations." Wednesday, September 16 - Manycore Computing 2 Session (3:00-4:40) at Eden Vale A1: Dr. Tom Henretty will present "Embedded Second-Order Cone Programming with Radar Applications." Thursday, September 17 - Resilient/Secure/Parallel Computing 3 Session (3:00-4:40) at Eden Vale A3: Dr. Sanket Tavarageri will present "Automatic Cluster Parallelization and Minimizing Communication via Selective Data Replication." We hope to see you there! 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HPEC 2015 is the premier conference on the convergence of high performance computing and embedded computing for networking, sensor processing and big data. Reservoir Labs will be presenting three papers describing advanced technologies we have developed. In "Embedded Second-Order Cone Programming with Radar Applications" , Dr. Tom Henretty will present a new Generalized Compressive Processing (GCP) approach allowing high performance compresssive sensing radar that enables new sensing and mission modalities. In "Optimization of Symmetric Tensor Computations", Dr. Muthu Baskaran will present new structures and optimizations that exploit data set symmetries for new capabilities in multidimensional, semantic graph data analysis. In "Automatic Cluster Parallelization and Minimizing Communication via Selective Data Replication," Dr. Sanket Tavarageri will present new compiler algorithms and matching approaches for saving power by minimizing communication in embedded signal processing and high performance computing applications.
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string(1192) "Please join Reservoir Labs this week in Las Vegas at BlackHat 2015 (#BHUSA). Exhibits are open August 5 - 6. We will be showing our Bro-powered R-Scope Network Security Monitor and some exciting performance enhancements in partnership with Solarflare. R-Scope is a best-of-breed network security monitor for deep visibility. R-Scope boasts patent-pending performance optimization and open-source extensibility and marries that into an appliance form-factor that includes a secure profile, a dual development/deployment environment, and comprehensive enterprise management for a performant enterprise environment.
Visit us at Solarflare booth #152 in Mandalay Bay Convention Center from 8/05-8/06: https://www.
We are excited to announce the release of R-Check® SCA 2015. R‑Check SCA 2015 amplifies the proven benefits of adopting the SCA Standards: enhanced interoperability and portability, simplified insertion of new capabilities, and reduced development risk and time to market. To learn more about R-Check SCA 2015, click here.
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The Cyber Security Coalition is an ecosystem that brings together security and infrastructure vendors to share threat intelligence that can better protect customers. To learn more about the Cyber Security Coalition, click here.
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Join Reservoir Labs at RSA this week for Tech Talks from leading security providers.
Tuesday, April 21, 2015
- Noon Interface Masters
- 2 pm Deloitte
- 4 pm Clearshark
- Noon Gigamon
- 2 pm Splunk
- 4 pm Solarflare
- Noon Arista
- Visualizing high performance low-latency applications and performance monitoring;
- How security paradigms are evolving to add new distributed levels of security;
- New tools for broader network monitoring and fully instrumenting servers;
- Advances in accelerating high performance networks and applications;
- Industry insight on OpenStack, the cloud and the emerging trend of NFV (network functions virtualization)
- "Low-overhead Load-balanced Scheduling for Sparse Tensor Computations" by Muthu Baskaran, Benoit Meister, and Richard Lethin
- Date: Wednesday, September 10
- Time: 11:00am-12:30pm EDT
- Location: Multicore Software session at Eden Vale C3
- "Extreme SAT-based Constraint Solving with R-Solve" by James Ezick, Jonathan Springer, and Tom Henretty of Reservoir Labs and Chanseok Oh of New York University
- Date: Wednesday, September 10
- Time: 1:30-3:00pm EDT
- Location: Graphs session at Eden Vale C2
- "Lockless Hash Tables with Low False Negatives" by Jordi Ros-Giralt, Alan Commike, Robert Rotsted, Patrick Clancy, Ann Johnson, and Richard Lethin
- Date: Thursday, September 11
- Time: 1:30-3:00pm EDT
- Location: Secure Systems session at Eden Vale C3
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Online PR News – 07-January-2014 – NordiaSoft today announced a new product that automates SCA compliance testing for waveform applications. The new product allows NordiaSoft to shorten time-to-market for SCA application developers by transparently checking for SCA compliance as the source code is generated or modified. By discovering problems early in the development process, developers can fix issues before they become expensive to address.
The new product comes in the form of a plugin for NordiaSoft’s SCA Architect, an Eclipse-based Model Driven Design (MDD) tool that provides sophisticated behavioral code generation from a precise SCA specific graphical modeling language. The plugin provides integration with Reservoir Labs' R-Check® SCA, the only SCA compliance testing tool for SCA source code, CORBA IDL files, and XML descriptor files. “SCA Architect is the only solution that integrates SCA compliance testing directly into the development process,” said Ann Johnson, Vice President of Engineering at Reservoir Labs.
NordiaSoft developed the R-Check SCA plugin in collaboration with Reservoir Labs. The integrated solution can be purchased directly from NordiaSoft. “This makes NordiaSoft a one-stop shop for SCA modeling and compliance testing,” said Juan Pablo Zamora, Director of Business Development at NordiaSoft. “We are constantly looking for ways to simplify the development process. SCARI customers, worldwide, can now get access to the same compliance testing tool used by the US DoD JTNC JTEL.”
About NordiaSoft
NordiaSoft provides the most popular Integrated Development Environment (IDE) for the Software Communications Architecture (SCA). The SCARI Software Suite provides a sophisticated Model Driven Design (MDD) tool and first commercial-off-the-shelf Core Framework to have been deployed on thousands of military radios in the battlefield. Over the course of the last decade, the suite has been used by radio manufacturers from 16 different countries. For more information, visit www.nordiasoft.com.
About Reservoir Labs
Privately owned and in business since 1990, Reservoir Labs (www.reservoir.com) is a leader in advanced compiler, network, and reasoning technologies with an emphasis on mapping innovative algorithms to emerging high-performance and embedded computers. Reservoir Labs provides custom solutions, innovative technology products, and leading-edge research and development services to government and commercial clients. Reservoir Labs is headquartered in New York, NY.
© 2013 Reservoir Labs, Inc. All rights reserved. R-Check® is a registered trademark of Reservoir Labs, Inc. Product availability, features, and specifications are subject to change without notice."
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Reservoir Labs, Inc. is excited to exhibit at the 2014 Cybersecurity Innovation Forum, held January 28-30 at the Baltimore Convention Center. We recommend you attend the conference -- there is a great lineup of speakers. We'll be at booth #302 showing our R-Scope® appliance for Advanced Threat Detection at rates up to 100 Gbps.
We expect it to be a great event and hope to see you there!"
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Reservoir Labs' R-Scope® DOMINATE-T will be installed as part of SCinet, the primary high performance network infrastructure built each year for Supercomputing exhibitors to highlight high speed computing, networking, applications, and collaborations. SCinet also serves as a means for leading networking vendors to work together to showcase the interoperability, functionality, and performance of their equipment for the intense traffic loads presented by the equipment on the show floor and connections to the largest supercomputing facilities worldwide. Reservoir's R-Scope will be part of the cybersecurity effort at SCinet, providing Advanced Network Threat detection for the show network at up to 100 Gbps traffic rates.R-Scope® Network Security Appliances are scalable, agile systems for deploying real-time threat detection and network monitoring solutions scaling to 100 Gbps and beyond. R-Scope leverages the state-of-the-art Bro language to empower cyber-security professionals with the vital situational awareness and threat intelligence necessary to combat today’s advanced cyber attacks. R-Scope’s high-performance 1U low power appliances are pre-configured, tested, and tuned for rapid integration and deployment into existing network security infrastructures.
The Reservoir team will be working in the SCinet "tank" (the glass windowed large exhibit space) with the rest of the SCinet team throughout the show, and we'd love to demonstrate and discuss R-Scope technology with you. If you want to meet with us, come over to the tank, booth 2132, and bang on the glass and look for our Reservoir red shirts.
Just kidding - don't bang on the glass. Please contact us online or by phone at (212) 780-0527 to set up a time to meet with us at Supercomputing 2013 to discuss employment opportunities, potential collaborations, products, or consulting services.
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Dr. Jordi Ros-Giralt, Managing Engineer at Reservoir Labs, will discuss R-Scope® technology at the 25th annual Supercomputing 2013 (SC13) international conference, Colorado Convention Center, Denver, CO. As part of the technical program, Dr. Ros-Giralt will present a talk titled "Advanced Network Analytics at 100 Gbps" on Thursday, November 21 from 1:30 pm - 1:45 pm.
Reservoir Labs' technologies are ideally suited for protecting high-performance computing facilities. If you would like to set up a time to meet with us at Supercomputing 2013 to discuss employment opportunities, potential collaboration, products, or consulting services, please contact us online or by phone at (212) 780-0527.
Our team is looking forward to gathering with the best and brightest minds, so look for us around the conference halls. We look forward to seeing you soon!
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Reservoir and our collaborators will present work-in-progress that we are performing as part of the US Department of Energy Exascale Software Stack (X-Stack) program at the 2013 Supercomputing Conference in Denver, Colorado, Nov 19-21. We will demonstrate our innovations as part of the Intel Traleika Glacier team in X-Stack.
Reservoir will discuss R-Stream® compiler technologies for automatic code generation from sequential input code to task-oriented runtimes, in particular the Open Community Runtime (OCR) and Intel's Concurrent Collections.
We have also developed a Runtime Agnostic Layer for this class of runtimes that solves key scalability challenges for compilers targeting exascale architectures, with their expected deep memory and packaging hierarchies, and can do so for a range of runtimes within the task-oriented execution model. The presentation format will be at a collaboration station section within Intel main exhibit booth where you can visit with our researchers, and where we can show slides, code samples, and give demos.
Location: Booth number 2701 in the Colorado Convention Center:
- Tuesday, Nov 19, 10am-12pm and 4-6pm
- Wednesday, Nov 20, 2pm-4pm
- Thursday, Nov 21, 11am-12pm
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Reservoir Labs researchers will be presenting results for reducing the amount of energy consumed in computing Fast Fourier Transforms (FFTs) at the High Performance Extreme Computing conference in Waltham, MA on Sep 11. Reservoir's results are based on utilizing an algorithm from MIT's professor Alan Edelman and his collaborators Peter McCorquodale and Sivan Toledo that was published in 1997. Their algorithm utilized the Fast Multipole Method (FMM) to reduce the number of all-to-all communications by 3X. Reservoir's research updates that work with modern kernel-independent FMM and utilizes GPU acceleration for near-field computations to provide speedups with reduction in communications for modern architectures.
With current VLSI scaling trends, the energy required for communication of data is increasingly dominating the energy required for logic switching. This is expected to continue to increase, particular as industry moves into the extreme and exascale computing regimes. Reservoir's work provides a route to computing the critical kernel of FFTs in that new regime.
This work is being shared with collaborators in the DARPA PERFECT (Power Efficiency Revolution for Embedded Computing Technologies) program. Reservoir's SPOTTER (Software Power Optimization to Efficiency Revolution) project is developing advanced algorithms and compiler techniques for PERFECT hardware."
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Reservoir Labs presented a new architecture for memory management in Bro at the Bro Exchange 2013 in Urbana, Illinois. Foundations for this work are in Reservoir's R-Scope security appliance. As part of our engagement with the Bro community, the architecture is also available as a patch to Bro on github and is in the process of being incorporated into a future release of Bro. Our Bro memory management work will help increase Bro's resiliency in the heavy traffic flow situations. Reservoir's R-Scope appliance provides a means for government, commercial, and enterprise customers to install rapidly a high performance, high value, turnkey, reliable Bro sensor that is fully supported by a commercial organization."
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Reservoir Labs Inc., New York, NY –– Following Reservoir Labs’ groundbreaking 100 Gbps R-Scope® DOMINATE-T™ announcement in May, the company today introduced the R-Scope PACE-X™, a new mid-range addition to the R-Scope suite of scalable network security monitoring appliances. The 1U rack-mountable R-Scope PACE-X system extracts and analyzes cyber-security intelligence data from network traffic, incorporating Myricom’s FastStack™ Sniffer10G™ technology for sustained performance at 20 Gbps.
Designed for adaptive cyber defense, Reservoir’s R-Scope next generation cyber-security systems detect complex indicators of compromise, delivering dynamic attack discrimination and real-time situational awareness beyond the sophistication levels of traditional signature-based IDS/IPS systems. To enable the protocol-aware analytics needed to recognize these complex indicators, R-Scope leverages and extends the state-of-the-art open source Bro analytics scripting language. This targeted approach empowers cyber-security professionals to deploy defensive measures and encapsulate security policies tailored to their unique environments, while at the same time maintaining compatibility with the breadth of available open-source Bro analytics.
R-Scope PACE-X utilizes Myricom’s industry leading, high performance10Gb Ethernet network adapters to provide line rate, zero loss packet capture. Myricom’s FastStack™ Sniffer10G™ technology allows R-Scope PACE-X to deliver 20 Gbps of sustained performance directly to the cyber-security user analytics, bypassing performance degrading kernel to user space packet copies.
"Myricom's Sniffer10G enables Reservoir Labs R-Scope PACE-X to deliver affordable lossless packet performance up to 20Gbps in a compact 1U platform," said John Hagerman, Vice President of Business Development at Myricom. "Sniffer10G's multi-ring capture capability has enabled Reservoir to leverage every x86 core in the server to handle traffic analysis thereby optimizing the appliance’s performance."
For security professionals and researchers, R-Scope PACE-X delivers a combination of reliable sustained performance, flexible configuration and plug-and-play rapid integration into existing enterprise security infrastructures, not found in stove-piped proprietary products or roll-your-own solutions.
The PACE-X is fully compatible with Reservoir’s R-Scope DOMINATE-T 100 Gbps and R-Scope PACE-T 40 Gbps systems and can operate as a standalone sensor or synergistically as part of an R-Scope security cluster.
Reservoir will highlight their R-Scope PACE and DOMINATE network security monitoring systems at the AFCEA International Cyber Symposium, to be held at the Baltimore, MD Convention Center, June 25-27, 2013, Booth 726. For more information on R-Scope network security appliances, please contact Reservoir Labs, sales@reservoir.com, or visit https://www.reservoir.com/cybersecurity/.
About Reservoir Labs
Privately owned and in business since 1990, Reservoir Labs is a leader in advanced compiler, network, and reasoning technologies with an emphasis on mapping innovative algorithms to emerging high-performance and embedded computers. Reservoir provides custom solutions, innovative technology products, and leading-edge research and development services to government and commercial clients. Reservoir is headquartered in New York City.
About Myricom
Founded in 1994 as a Caltech spin-off, Myricom is the technology leader in extreme-performance 10-Gigabit Ethernet (10GbE) solutions specialized for vertical markets. Myricom first pioneered High Performance Computing (HPC) interconnect technology that helped fuel the growth of cluster computing. Now, with its fourth generation of networking products, Myri-10G, Myricom has achieved convergence between mainstream 10-Gigabit Ethernet and HPC technology, 10-Gigabit Ethernet with a supercomputing heritage. The majority of Myricom’s sales today are for 10-Gigabit Ethernet applications with demanding latency or throughput requirements. Myri-10G delivers wire-speed UDP and TCP throughput, with optional firmware-accelerated offloads for financial trading, packet capture and injection, video streaming and IPTV, HPC, and for other performance-sensitive vertical markets. For more information, visit: www.myricom.com.
© 2013 Reservoir Labs, Inc. All rights reserved. R-Scope® is a registered trademark of Reservoir Labs, Inc. R-Scope DOMINATE™ and R-Scope PACE™ are trademarks of Reservoir Labs, Inc. Product availability, features and specifications are subject to change without notice. "
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Reservoir Labs will be sponsoring and attending the 2013 Graphlab Workshop in San Francisco on July 1.
Reservoir is developing and applying advanced technologies for graph analysis. Reservoir's ENSIGN (Exascale Nonstationary Graph Notation) technology powers a system for the application of deep analysis via parallel computing on hypergraphs modeled as sparse tensors. This technology has many application areas, such as cybersecurity."
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AFCEA International Cyber Symposium 2013
June 25-27, 2013 at the Convention Center, Baltimore, MD.
We'll be at booth #72, exhibiting our proprietary R-Scope® Network Security Appliances and their many applications for modern analytics and threat containment. Our DOMINATE appliances aid users in inspection, flow analysis, and load balancing across multiple systems and at traffic flows of up to 100 Gbps. Our PACE appliances deliver R-Scope's full threat detection and traffic analysis abilities for traffic flows of 20-40 Gbps. We will be showing example views of installed systems integrated with our Security Information and Event Management (SIEM) system.
Hope to see you there!"
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Changing Landscapes in HPC Security 2013 (CLHS 13) Workshop
June 18, 2013 in New York City, NY
Our paper “Overcoming Performance Collapse for 100Gbps Cyber Security” by Jordi Ros-Giralt, Bob Rotsted, and Alan Commike will be presented at this workshop.
The R-Scope Network Security Monitor described in the paper puts the state-of-the-art Bro analytics language to use and extends its parameters to allow analysts to develop custom network security parameters tailored to their individual needs. The unparalleled efficacy and speed of R-Scope Appliances make them leaders in the field of network security."
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Reservoir demonstrated the newest release of R-Check SCA, which can check software defined radio (SDR) source code against the SCA 2.2 and 2.2.2 specifications, to attendees of SDR-WInnComm Europe 2013. R-Check SCA is the industry leading software compliance checking tool for SDR developers worldwide.
2013 Wireless Innovation Forum European Conference on Communications Technologies and Software Defined Radio (SDR-WInnComm-Europe 2013)
June 11-13, 2013 in Munich, Germany"
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16th Annual New York State Cyber Security Conference
June 4 & 5, 2013 at the Empire State Plaza, Albany, NY
We’ll be giving a talk on June 4th at 3:20pm on “Scalable Protocol-Based Packet Inspection for Advanced Network Threat Detection.” The session will be fifty minutes, including Q&A.
Reservoir will also be exhibiting at Booth #28"
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Reservoir Labs today announced the general availability of a new line of R-Scope® network security appliances. These powerful cyber-security devices provide real-time threat detection and network security monitoring solutions scaling to 100+ Gbps. R-Scope appliances leverage and extend the state-of-the-art open source Bro* analytics language, empowering analysts to develop custom network security analytics tailored to their environment. As a result, R-Scope DOMINATE™ and R-Scope PACE™ next-generation cyber security appliances deliver a degree of attack discrimination and situational awareness that is beyond the reach of traditional signature-based IDS/IPS systems."
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Nicolas Vasilache will be participating in the Spring Polyhedral School. Together with P. (Saday) Sadayappan of Ohio State University, he will be presenting in a session on “Polyhedral Transformations for SIMD Architectures.”
Spring School on Polyhedral Code Analysis And Optimizations
May 13-17, 2013 in St Germain au Mont d'Or, near Lyon, France"
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Reservoir Labs is pleased to be participating in a number of cyber-security events this June. We will be exhibiting our R-Scope product family, which provides cyber security for high-speed, high-fidelity network analysis. R-Scope includes protocol-based analysis and load-balancing technologies to provide scalable, semantic behavior detection."
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R-Check® SCA support for Linux and partnership with Spectrum Signal Processing announced
NEW YORK, March 15, 2013 /PRNewswire/ -- Reservoir Labs today announced the latest release of R-Check® SCA, now available for both Windows® and Linux®, addressing the growing demand by software defined radio (SDR) developers for SCA compliance testing solutions. As part of today's announcement, Reservoir also confirmed that Spectrum Signal Processing by Vecima, an industry-leading developer of high-performance, software-reconfigurable signal processing platforms, will offer R-Check SCA to their customers worldwide.
"Spectrum is excited to provide our customers with this valuable SCA validation tool that can help them correct code during their development cycle," said Mark Briggs, General Manager at Spectrum. "With R-Check SCA in our product mix, Spectrum extends its comprehensive offering of SDR solutions." Tailored for the global SDR development community and in use by the JTNC Test & Evaluation Laboratory (JTEL), R-Check SCA provides fast, repeatable SCA compliance testing in a package that speaks the language and understands the structure of SCA 2.2 and 2.2.2 projects. R-Check SCA utilizes the power of advanced static analysis methods to enable simultaneous evaluation of all possible code execution paths and to ensure consistency across an SCA project. Compatible with any choice of development environment, R-Check SCA benefits SDR developers by allowing deep testing to begin while code is still being written. This ensures that compliance issues anywhere in a project are discovered at the earliest possible point in the development process.
With this latest release, Reservoir delivers a powerful set of enhancements to R-Check SCA users including a new, intuitive GUI and increased test coverage for requirements spanning SCA XML, CORBA® IDL, and C/C++ source code. In total, more than a dozen additional SCA requirements can now be tested. Also included in this latest release is an expanded analysis and consolidating reporting of hard-to-find memory leaks, and additional coverage and metrics reports that help ensure 100% analysis coverage of all components of an SCA project.
R-Check SCA is available for Windows and Linux from Reservoir Labs and their global reseller partners. For more information please visit www.reservoir.com/rchecksca.
About Reservoir Labs
Privately owned and in business since 1990, Reservoir Labs (www.reservoir.com) is a leader in advanced compiler, network, and reasoning technologies with an emphasis on mapping innovative algorithms to emerging high-performance and embedded computers. Reservoir provides custom solutions, innovative technology products, and leading-edge research and development services to government and commercial clients. Reservoir is headquartered in New York City.
About Spectrum Signal Processing by Vecima
Spectrum Signal Processing by Vecima (www.spectrumsignal.com) designs and builds board and system-level hardware solutions for demanding signal and video processing applications. Spectrum combines high-performance data acquisition (RF, analog and digital I/O) and reconfigurable signal and video processing hardware with its best-in-class support and engineering services to enable customers to rapidly develop and then deploy their products and systems.
Windows® is a registered trademark of Microsoft Corporation in the United States and other countries.
Linux® is the registered trademark of Linus Torvalds in the U.S. and other countries.
CORBA® is a registered trademark of Object Management Group (OMG).
© 2013 Reservoir Labs, Inc. All rights reserved. R-Check® is a registered trademark of Reservoir Labs, Inc. Product availability, features, and specifications are subject to change without notice."
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Reservoir Labs has been awarded a contract with negotiated options up to $8.7M for research and development of software to support new highly power efficient embedded computing devices.
New York, NY – 01/03/2013 – Reservoir Labs, Inc. has been awarded a research contract with negotiated options up to $8.7M in DARPA’s Power Efficiency Revolution for Embedded Computing Technology (PERFECT) program.
Reservoir’s goal in the PERFECT program is to help develop computer architectures that improve the power efficiency of embedded computing devices from today’s 1 GFLOPS/W to a future 75 GFLOPS/W. This capability is needed for current and next generation military systems such as intelligence, surveillance, and reconnaissance (ISR). Current computer architectures cannot meet the rapidly growing demands of ISR systems within the power, heat dissipation, and weight constraints of military platforms, and this gap is predicted to increase. This is because traditional Moore’s Law scaling no longer can increase the performance of computers while maintaining the same power.
As DARPA’s PERFECT program scales performance with new computing architectures, new programming tools and new algorithms will be required. Reservoir’s contribution to the program will be to advance the state-of-the-art in programming tools for these new power-efficient architectures. Reservoir will leverage its advanced R-Stream® optimization software for the effort. R-Stream uses operations research techniques and advanced polyhedral mathematics to generate efficient choreographies of computation over parallel computing hardware to avoid power-burning communications. Reservoir will be using R-Stream to target the new near-threshold computing processor architectures being developed in the PERFECT program and new algorithms for next generation ISR systems.
Richard A. Lethin, Ph.D., president of Reservoir Labs, said, “It is a great privilege to have been selected by DARPA for this research program. Our team is looking forward to the challenges presented by these new low power architectures and the opportunity to contribute to US security. Furthermore, the technologies from the PERFECT program will have broad impact saving energy and enabling new capabilities for commercial and consumer devices as they rapidly adopt these innovations.“
About Reservoir Labs
Privately owned and in business since 1990, Reservoir Labs specializes in advanced compiler, network, and reasoning technologies with an emphasis on mapping innovative algorithms to emerging high-performance and embedded computers. Reservoir provides custom solutions, innovative technology products, and leading-edge research and development services to government and commercial clients. Reservoir is headquartered in New York City."
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Reservoir Labs will collaborate with Intel Corporation researchers on the development of compiler technologies and architectures for Extreme scale computing by the year 2018
NEW YORK and HILLSBORO, Ore., May 9, 2011 /PRNewswire/ -- Reservoir Labs, Inc. and Intel Corporation have signed a subcontracting agreement that brings Reservoir Labs research scientists and technologies to Intel's team developing Extreme Scale computing technologies in DARPA's Ubiquitous High Performance Computing (UHPC) research program.
The goal of the UHPC program is to develop 1 PFLOPS (HPL) single cabinet systems, including self-contained cooling, that overcome significant energy efficiency, security, and programmability challenges. Essentially this can be viewed as integrating the computational capacity of today's largest supercomputers in 100x less area, with 100x less power, and with significant increases in programmability and applicability. Such computing capabilities will be able to be embedded in ship-, land-, and air-based DOD systems. The benefit to DOD will be qualitative increase in capabilities in areas such as Intelligence Surveillance Reconnaissance (ISR), Electronic Warfare (EW), Integrated Air and Missile Defense (IAMD), battle management and planning, and cyber security.
Intel's UHPC team will develop technologies that will enable the United States to build Extreme scale computers by the year 2018. This will require breakthroughs in hardware and software design beyond those expected from technical development via current commercial approaches. Many breakthroughs will be to improve energy efficiency of computation by more than 100x.
In addition to a leading team of mathematicians and computer scientists, Reservoir Labs will bring its advanced R-Stream® optimization software to the effort. R-Stream uses operations research techniques and advanced polyhedral mathematics spaces to generate efficient choreographies of computation over parallel computing hardware that minimize communication delays and save energy. Reservoir will use R-Stream prototypes to help Intel Corporation shape its Extreme scale system designs.
Intel's research contract with DARPA specifies a program to develop "proof of concept" Extreme scale technologies and an initial system design by 2012. The proposed subsequent Phase II, if DARPA chooses to continue, will develop critical technology demonstrations and a completed system design for 2014, and if full scale development is pursued the delivery of an Extreme scale technology prototype system for 2018.
Richard A. Lethin, Ph.D., president of Reservoir Labs, said "it is a great privilege to have been invited to join Intel's Extreme scale research team and to work with distinguished innovators in computing such as Shekhar Borkar, the project's principal investigator. I am particularly excited about the opportunity for Reservoir to contribute directly to the advancement of so many sciences at a fundamental level by working to develop the next generation of the world's most powerful and efficient computing devices, in this prestigious DARPA research program."
About Reservoir Labs
Privately owned and in business since 1990, Reservoir Labs specializes in advanced compiler, network, and reasoning technologies with an emphasis on mapping innovative algorithms to emerging high-performance and embedded computers. Reservoir provides custom solutions, innovative technology products, and leading-edge consulting and advanced research and development services to government and commercial clients."
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R-Stream® Parallelizing C Compiler Introduces Support for Automatic Generation and Optimization of CUDA Code
GPU Technology Conference, San Jose, CA – 9/21/10 –– Reservoir Labs today announced the inclusion of support for GPUs in its R-Stream Parallelizing C Compiler. R-Stream now offers software developers the ability to compile their high performance application C code and automatically generate parallel, optimized code for NVIDIA GPUs without the need to program a single line of CUDA.
Reservoir Labs made the announcement at the GTC “Emerging Companies Summit,” an event for developers, entrepreneurs, venture capitalists, industry analysts and other professionals.
Software developers can now more easily achieve maximum performance and scalability on GPUs with minimal programming complexity, letting them concentrate on algorithmic advances rather
than processor architecture peculiarities. Further, applications can be deployed and maintained across new generations of GPUs quickly and easily without the need for additional porting expense.
R-Stream is Reservoir Lab’s flagship high level C compiler technology delivering automatic parallelization and optimization of C code for high performance multi-core and accelerator system architectures. Currently in use by commercial and government customers, R-Stream allows companies to bring new innovations to market more quickly and at higher quality with reduced development, porting and maintenance costs. R- Stream uses advanced polyhedral mathematics to address a broad range of programs that can be automatically parallelized and takes advantage of critical hardware attributes to optimize code for the target architectures. R-Stream currently supports x86, Tilera, GPU, ClearSpeed, and FPGA
architectures.
About Reservoir Labs
Privately owned and in business since 1990, Reservoir Labs specializes in advanced compiler, network, and reasoning technologies with an emphasis on mapping innovative algorithms to emerging high-performance and embedded architectures. R-Stream® Parallelizing C Compiler Introduces Support for Automatic Generation and Optimization of CUDA Code
We provide custom solutions, innovative technology products, and leading-edge consulting and advanced research and development services to our government and commercial clients."
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