Visit additional Tabor Communication Publications
October 05, 2012
BRUYÈRES-LE-CHÂTEL, France, Oct. 5 — On October 1st and 2nd, 2012, CEA and JSC organized a workshop on "Challenges for Tools for Exascale" at the CEA's TGCC. CEA and JSC both operate a Tier0 system for PRACE in Europe, and both sites are heavily engaged in projects to design and deliver the next generation of their production system.
The workshop gathered hardware vendors, experts in programming languages, and tools developers along with users, giving them the opportunity to discuss and understand the challenges we are facing to move from the petascale to the exascale era in a HPC production environment. From the description of hardware evolutions (current and potential) and the trends in computer languages, attendess were able to grasp the pressure placed on tools developers. Then each major tool architect presented the current status of their software and their plans on what should be done to provide still usable and insightful tools at the exascale level.
The workshop emphasized the following points:
• Hardware evolutions will force developers to think about how to
handle an increasing number of threads (millions and above), and how to cope with very dynamic environments because of failing and energy-adapting components. This emphasizes the ever more important place of runtimes and their coupling with languages and tools. A convergence in the runtime area is highly recommended.
• The number of items to present to the user introduces new challenges
in visualizing the results of the analysis of the code behaviors at scale. New techniques have been suggested. In addition, more intelligent performance analytics (beyond simple visualizations) are necessary to increase the insightfulness of the tools and to be able to cope with the ever increasing volume of performance data.
• In HPC, we must stop to think about performance (and to use tools)
as an after-thought (when we find out the program is not efficient enough). A performance-aware design, development and deployment of HPC software is needed.
• No "one size fits all" tool seems possible. Yet we noticed that a
convergence takes place at the level of performance profile and trace formats allowing for a better integration between tools. This is important to users to maximize the insight gained while minimizing the number of necessary runs for a given level of understanding.
The final panel of the workshop extended the debate by trying to answer the difficult question "What is a balanced machine ?". The audience agreed on the need of balance at all levels: memory performance to compute power and between the different kind of software components (tools, languages, runtimes, OS...).
However, the answer also depends on the type of workload, so a definitive answer seems impossible.
Details of the workshop can be found here:
About the CEA
The French Alternative Energies and Atomic Energy Commission (CEA) leads research, development and innovation in four main areas: low-carbon energy sources, global defense and security, information technologies and healthcare technologies. The CEA's leadership position in the world of research is built on a cross-disciplinary culture of engineers and researchers, ideal for creating synergy between fundamental research and technology innovation. With its 15,600 researchers and collaborators, it has internationally recognized expertise in its areas of excellence and has developed many collaborations with national and international, academic and industrial partners.
http://www.cea.fr and http://www-hpc.cea.fr
Forschungszentrum Jülich ¿ a member of the Helmholtz Association ¿ is one of the largest research centres in Europe. It pursues cutting-edge interdisciplinary research addressing the challenges facing society in the fields of health, energy and the environment, and information technologies.
Within the Forschungszentrum, the Jülich Supercomputing Centre (JSC) is one of the three national supercomputing centres in Germany as part of the Gauss Centre for Supercomputing (GCS). Presently, JSC operates one of the first European systems of Petaflop class performance. JSC has over more than 30 years expertise in providing supercomputer services to national and international user communities. It undertakes research and development in HPC architectures, performance analysis, HPC software and tools, Grid computing, networking, and project management.
During a conversation this week with Cray CEO, Peter Ungaro, we learned that the company has managed to extend its reach into the enterprise HPC market quite dramatically--at least in supercomputing business terms. With steady growth into these markets, however, the focus on hardware versus the software side of certain problems for such users is....
Contributing commentator, Andrew Jones, offers a break in the news cycle with an assessment of what the national "size matters" contest means for the U.S. and other nations...
Today at the International Supercomputing Conference in Leipzing, Germany, Jack Dongarra presented on a proposed benchmark that could carry a bit more weight than its older Linpack companion. The high performance conjugate gradient (HPCG) concept takes into account new architectures for new applications, while shedding the floating point....
Jun 19, 2013 |
Supercomputer architectures have evolved considerably over the last 20 years, particularly in the number of processors that are linked together. One aspect of HPC architecture that hasn't changed is the MPI programming model.
Jun 18, 2013 |
The world's largest supercomputers, like Tianhe-2, are great at traditional, compute-intensive HPC workloads, such as simulating atomic decay or modeling tornados. But data-intensive applications--such as mining big data sets for connections--is a different sort of workload, and runs best on a different sort of computer.
Jun 18, 2013 |
Researchers are finding innovative uses for Gordon, the 285 teraflop supercomputer housed at the San Diego Supercomputer Center (SDSC) that has a unique Flash-based storage system. Since going online, researchers have put the incredibly fast I/O to use on a wide variety of workloads, ranging from chemistry to political science.
Jun 17, 2013 |
The advent of low-power mobile processors and cloud delivery models is changing the economics of computing. But just as an economy car is good at different things than a full size truck, an HPC workload still has certain computing demands that neither the fastest smartphone nor the most elastic cloud cluster can fulfill.
Jun 14, 2013 |
For all the progress we've made in IT over the last 50 years, there's one area of life that has steadfastly eluded the grasp of computers: understanding human language. Now, researchers at the Texas Advanced Computing Center (TACC) are utilizing a Hadoop cluster on its Longhorn supercomputer to move the state of the art of language processing a little bit further.
05/10/2013 | Cleversafe, Cray, DDN, NetApp, & Panasas | From Wall Street to Hollywood, drug discovery to homeland security, companies and organizations of all sizes and stripes are coming face to face with the challenges – and opportunities – afforded by Big Data. Before anyone can utilize these extraordinary data repositories, however, they must first harness and manage their data stores, and do so utilizing technologies that underscore affordability, security, and scalability.
04/15/2013 | Bull | “50% of HPC users say their largest jobs scale to 120 cores or less.” How about yours? Are your codes ready to take advantage of today’s and tomorrow’s ultra-parallel HPC systems? Download this White Paper by Analysts Intersect360 Research to see what Bull and Intel’s Center for Excellence in Parallel Programming can do for your codes.
Join HPCwire Editor Nicole Hemsoth and Dr. David Bader from Georgia Tech as they take center stage on opening night at Atlanta's first Big Data Kick Off Week, filmed in front of a live audience. Nicole and David look at the evolution of HPC, today's big data challenges, discuss real world solutions, and reveal their predictions. Exactly what does the future holds for HPC?
Join our webinar to learn how IT managers can migrate to a more resilient, flexible and scalable solution that grows with the data center. Mellanox VMS is future-proof, efficient and brings significant CAPEX and OPEX savings. The VMS is available today.