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Run-time Exploitation of Application Dynamism for Energy-efficient Exascale Computing (READEX)

Oleynik, Yury; Gerndt, Michael; Schuchart, Joseph; Kjeldsberg, Per Gunnar; Nagel, Wolfgang
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URI
http://hdl.handle.net/11250/2373767
Date
2015
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  • Institutt for elektroniske systemer [2217]
  • Publikasjoner fra CRIStin - NTNU [34951]
Original version
Proceedings of the 2015 IEEE 18th International Conference on Computational Science and Engineering p. 347-351, IEEE Computer Society, 2015   10.1109/CSE.2015.55
Abstract
Efficiently utilizing the resources provided on current petascale and future exascale systems will be a challenging task, potentially causing a large amount of underutilized resources and wasted energy. A promising potential to improve efficiency of HPC applications stems from the significant degree of dynamic behavior, e.g., run-time alternation in application resource requirements in HPC workloads. Manually detecting and leveraging this dynamism to improve performance and energy-efficiency is a tedious task that is commonly neglected by developers. However, using an automatic optimization approach, application dynamism can be analyzed at design-time and used to optimize system configurations at run-time.

The European Union Horizon 2020 READEX project will develop a tools-aided scenario based auto-tuning methodology to exploit the dynamic behavior of HPC applications to achieve improved energy-efficiency and performance. Driven by a consortium of European experts from academia, HPC resource providers, and industry, the READEX project aims at developing the first of its kind generic framework for split design-time runtime automatic tuning for heterogeneous system at the exascale level.
Publisher
IEEE

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