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A performance perspective on energy efficient HPC links
Saravanan, Karthikeyan P.; Carpenter, Paul M.; Ramírez Bellido, Alejandro
Universitat Politècnica de Catalunya. CAP - Grup de Computació d´Altes Prestacions
Energy costs are an increasing part of the total cost of ownership of HPC systems. As HPC systems become increasingly energy proportional in an effort to reduce energy costs, interconnect links stand out for their inefficiency. Commodity interconnect links remain 'always-on', consuming full power even when no data is being transmitted. Although various techniques have been proposed towards energy-proportional interconnects, they are often too conservative or are not focused toward HPC. Aggressive techniques for interconnect energy savings are often not applied to HPC, in particular, because they may incur excessive performance overheads. Any energy-saving technique will only be adopted in HPC if there is no significant impact on performance, which is still the primary design objective. This paper explores interconnect energy proportionality from a performance perspective. We characterize HPC applications over on/off links and propose PerfBound, a technique that reduces link energy, subject to a bound on the application's performance degradation. We also propose PerfBoundRatio, which maintains the same performance bound across an entire hierarchical network. Finally, we propose PerfBoundPredict, which improves energy savings using an idle time prediction mechanism. Even when predictions are inaccurate, the performance degradation is still bounded. The techniques require no changes to the application and add no communication between nodes and/or switches. We evaluate our techniques using HPC traces from production supercomputers. Our results show that, configured with a 1% performance bound, 13 out of 15 applications are inside the bound, and average link energy savings are 60% for PerfBound and 68% for PerfBoundPredict.
Àrees temàtiques de la UPC::Informàtica::Arquitectura de computadors
Àrees temàtiques de la UPC::Informàtica
HPC (Computer science)
High performance computing
Energy efficient ethernet
Energy proportional interconnects
Idle time prediction
Performance overhead bounding
Informàtica -- Estalvi d'energia
Attribution-NonCommercial-NoDerivs 3.0 Spain
http://creativecommons.org/licenses/by-nc-nd/3.0/es/
info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/conferenceObject
Association for Computing Machinery (ACM)
         

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