Scheduling-based power capping in high performance computing systems

•A HPC job dispatcher capable of bounding the power consumption is proposed.•The novel approach combines machine learning techniques and a constraint programming model.•Key idea: predict the power consumption of HPC application and use this knowledge to schedule them effectively.•A thorough comparis...

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Veröffentlicht in:	Sustainable computing informatics and systems Jg. 19; S. 1 - 13
Hauptverfasser:	Borghesi, Andrea, Bartolini, Andrea, Lombardi, Michele, Milano, Michela, Benini, Luca
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Inc 01.09.2018
Schlagworte:	Constraint programming HPC Machine learning Optimization Power consumption Power modeling Scheduling Power consumption Constraint programming Machine learning HPC Scheduling Power modeling Optimization
ISSN:	2210-5379
Online-Zugang:	Volltext
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