A systematic multi-step methodology for performance analysis of communication traces of distributed applications based on hierarchical clustering

@article{Aguilera2006ASM,
  title={A systematic multi-step methodology for performance analysis of communication traces of distributed applications based on hierarchical clustering},
  author={Maria Gabriela Aguilera and Patricia J. Teller and Michela Taufer and Felix Wolf},
  journal={Proceedings 20th IEEE International Parallel & Distributed Processing Symposium},
  year={2006},
  pages={8 pp.-}
}
Often parallel scientific applications are instrumented and traces are collected and analyzed to identify processes with performance problems or operations that cause delays in program execution. The execution of instrumented codes may generate large amounts of performance data, and the collection, storage, and analysis of such traces are time and space demanding. To address this problem, this paper presents an efficient, systematic, multi-step methodology, based on hierarchical clustering, for… CONTINUE READING
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