Carnegie Mellon University (map)
Come for Table discussions, Member Self-Intro, What's New, Application Showcase, and Advanced Application Development Techniques! Exchange ideas, meet experts, share code... all HPC & GPU, all practical, all cutting-edge.
Agenda:
General Discussions:
6:15-6:30pm What’s new in HPC & GPU Supercomputing
6:30-6:45pm Member self-intros: 30 seconds for each member
Main Program:
6:45-7:45pm Supporting Intelligent Robotics with Parallel Computation combining Coarse, Medium and Fine Grained Parallel Computations (Robert Rossi)
7:45-7:50pm Break
7:50-8:20pm Challenges in supporting multiple HW vendors and multiple GPU programming languages while enabling multi-GPU Deployments - A case study on SIMULIA Abaqus (Dan Cyca)
Book Review:
8:20-8:30pm Selected Chapters
Refreshments courtesy of Acceleware
Main Talk: Supporting Intelligent Robotics with Parallel Computation combining Coarse, Medium and Fine Grained Parallel Computations
Abstract: XOTAR is developing a processing platform for intelligent or autonomous robots, with a heavy emphasis on Vision and Perception Action Systems. The evolving platform architecture remotes a major portion of the computation for a robot between the robots embedded sensors/controls and a cloud based GP/GPU system using compressed sensing and bidirectional streaming. It also allows simulation based reasoning to be performed in the cloud, enabling offline learning of optimal environment adaptations. This application focused presentation will discuss the background, challenges and accomplishments achieved in using GP/GPU and multigrain parallel processing to enable future autonomous robots and cluster robots (multi robots that behave as a single system).
Bio: Robert Rossi is founder of XOTAR, a Saratoga CA based startup working on human and animal inspired intelligent robots. Before founding XOTAR in 2009, he led the successful campaign to deliver the successor to the JPEG image coding standard and led the Core Media Processing Team at Microsoft. JEPG’s successor, called JPEG XR, is used in XOTAR’s vision compression stream technology. Robert is a 30 year veteran who founded his first company at age 21 in Smart Cameras/Computer Vision. His career focus has centered in AI and High Performance Computing applied to banking, defense and consumer electronics.
Short Talk: Challenges in supporting multiple HW vendors and multiple GPU programming languages while enabling multi-GPU Deployments - A case study on SIMULIA Abaqus
Abstract: SIMULIA Abaqus is a finite-element analysis product suite. Acceleware worked with SIMULIA to add GPU acceleration capabilities to the direct sparse solver. The solver supports NVIDIA GPUs via CUDA, and AMD GPUs via OpenCL. Multiple GPU support is currently in beta. We will discuss the challenges in supporting multiple HW vendors and multiple GPU programming languages, and in enabling multiple GPU support.
Bio: Dan Cyca, Chief Technical Officer, Acceleware Ltd.
Regarded as a leading mind in the field of parallel processing, Dan has extensive experience working with GPUs, clusters and multi-core solutions. Dan joined Acceleware in 2004 as a software developer to build the company’s first product. Since then, he has served in many technical and leadership roles in the company. Most recently, as the Director of Engineering, Dan was responsible for managing the software development group. Prior to Acceleware, Dan’s experience included developing 'C-to-hardware' compilers, and implementing digital signal processing and encryption algorithms on FPGAs. Dan has an M. Sc. in Electrical Engineering from the University of Calgary.
Location:
Room 109/110;
Carnegie Mellon Silicon Valley;
NASA Research Park Bldg 23;
Mountain View, CA 94043;
Directions to Carnegie Mellon Silicon Valley;
Google Map showing parking, check point, and building entrance;
NOTE: You will need a government issued ID (e.g. Driver's License) to enter NASA Research Park

Security check at the main gate is awful. Every time, I came to this campus, security guards have issues. Last time, he took my ID and read it for 5 minutes. I don't know what he was reading in it.
Today, he was letting everybody go after looking at their IDs, but he again questioned me. We know, Carnegie Mellon University has decided to open a campus on NASA property. But I think, it's just more than that. Have they put national interests over academic and scholarly interests?
Then it wouldn't be a place for researchers and scholars, but for soldiers. Am I right?
http://www.meetup.com/HPC-GPU-Supercomputing-Group-of-Sil...![]()
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Thought provoking and intellectually stimulating presenation by Robert. While studying Lie groups and Lie derivatives in college, I wondered if these mathematical constructs had any practical value, or were just purely for academic flirtations. Very refreshing to see this applied in a pratical problem.
While we routinely compute tensors with today's vector based GPU's, tomorrow's GPU's will handle tensors directly. So, it would be nice to express these algorithms in tensor language - at least for the implementation phase. We can use the homomorphism between group algebra and tensor algebra to make the translation. I hope Silicon Valley can catch up to Mexico in this line of research.
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O'Reilly Strata Online Conference Moving to Big Data
http://strataconf.com/strata-dec2011/?cmp=il-conf-st12-ol...
