Startup Aims To Harness Specialized Chips To Make Supercomputing Affordable
PeakStream is working on using graphics chips and other specialized processors to boost performance for scientific and technical applications up to 20-fold.
PeakStream, a Silicon Valley startup, this week released software to boost performance for scientific and financial software up to 20-fold using graphics chips and other specialized processors.
The technology is designed to feed the appetite for supercomputing technology in industries including oil and gas exploration, investment banking, manufacturing, and pharmaceuticals.
PeakStream, a 35-person company founded by Pat Hanrahan, a Stanford University computer science professor, and Matthew Papakipos, a former technical executive at Nvidia, is backed by $17 million in venture capital from Kleiner Perkins Caufield & Byers, Sequoia Capital, and Foundation Capital. This week, the company released an evaluation version of its software, which lets standard C and C++ programs enlist the aid of graphics chips to execute complex mathematical functions at blazing speeds. Specifically, PeakStream's development tools and run-time environment can execute portions of high-performance computing applications on graphics chips from FireGL, Radeon, and ATI Technologies (which is in the process of being acquired by Advanced Micro Devices in a $5.4 billion deal slated to close by year's end).
The idea is to let customers, which include Hess and Science Applications International Corp., take advantage of specialized silicon without slowing down their software development work, says PeakStream CEO Neil Knox.
"There's a tremendous need for more and more computing power," says Knox, a former executive at Sun Microsystems, and a veteran of Data General and Burroughs.
Eventually, the company plans to release versions of its software for IBM's Cell chip, as well as for CPUs from Intel and AMD that incorporate multiple processing cores, which makes programming more difficult.
The $9 billion technical computing market is growing at 20% annually as companies apply supercomputing power to scientific and engineering apps to speed products to market and gain new insights into data. A massive oil strike by Chevron and others in the Gulf of Mexico this month was enabled in part by computerized seismic imaging technology. Auto and aerospace manufacturers including Boeing, Ford Motor, and General Motors are using supercomputers for product design and simulated testing. To capitalize on the growth, Microsoft is entering the high-performance computing market with a specially tuned version of Windows and development tools for scientists.
PeakStream will initially target companies in oil and gas exploration, defense applications such as signal analysis, options pricing applications in finance, and academic research. It won't target auto and aerospace engineering markets that are served by well-established independent software vendors.
PeakStream's technology can hide the complexity of GPUs and multicore chips, says chief technology officer Papakipos. Programmers use a PeakStream API that lets C and C++ apps call a virtual machine, which lives in a run-time environment installed on each machine in a high-performance computing cluster. The API specifies what math functions to execute, and the virtual machine calls a library of pre-compiled numerical software. PeakStream's compiler then schedules those jobs to the ATI chips.
The first version of PeakStream's software will run on Linux, and the company plans a version for Windows, including a plug-in for programming in the C# language with Microsoft's Visual Studio development tools. Papakipos says PeakStream is also working on a version of its software for Fortran.
2014 Next-Gen WAN SurveyWhile 68% say demand for WAN bandwidth will increase, just 15% are in the process of bringing new services or more capacity online now. For 26%, cost is the problem. Enter vendors from Aryaka to Cisco to Pertino, all looking to use cloud to transform how IT delivers wide-area connectivity.
The UC Infrastructure TrapWorries about subpar networks tanking unified communications programs could be valid: Thirty-one percent of respondents have rolled capabilities out to less than 10% of users vs. 21% delivering UC to 76% or more. Is low uptake a result of strained infrastructures delivering poor performance?
InformationWeek Tech Digest, Nov. 10, 2014Just 30% of respondents to our new survey say their companies are very or extremely effective at identifying critical data and analyzing it to make decisions, down from 42% in 2013. What gives?