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Performance measurement and analysis tools for extremely scalable systems

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2010
Wiley Chichester

Concurrency and computation 22, 2212 - 2229 () [10.1002/cpe.1585]

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Abstract: High-performance computing systems continue to employ more and more processor cores. Current typical high-end machines in industry, university, and government research laboratory computing centers feature thousands of computing cores. While these machines promise ever more compute power and memory capacity to tackle today's complex simulation problems, they force application developers to greatly enhance the scalability of their codes to be able to exploit it. To better support them in their porting and tuning process, many parallel-tools research groups have already started to work on scaling their methods, techniques, and tools to extreme processor counts. In this paper, we survey existing profiling and tracing tools, report on our experience in using them in extreme scaling environments, review working and promising new methods and techniques, and discuss strategies for solving open issues and problems. Copyright (C) 2010 John Wiley & Sons, Ltd.

Keyword(s): J ; performance analysis (auto) ; parallel programming (auto) ; scalability (auto)


Note: Record converted from VDB: 12.11.2012

Contributing Institute(s):
  1. Jülich Supercomputing Centre (JSC)
  2. Jülich Aachen Research Alliance - High-Performance Computing (JARA-HPC)
Research Program(s):
  1. Scientific Computing (FUEK411) (FUEK411)
  2. 411 - Computational Science and Mathematical Methods (POF2-411) (POF2-411)
  3. ATMLPP - ATML Parallel Performance (ATMLPP) (ATMLPP)

Appears in the scientific report 2010
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 Record created 2012-11-13, last modified 2025-03-14



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