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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Bibliographic Details

Published in:	Sustainable computing informatics and systems Vol. 19; pp. 1 - 13
Main Authors:	Borghesi, Andrea, Bartolini, Andrea, Lombardi, Michele, Milano, Michela, Benini, Luca
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.09.2018
Subjects:	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 Access:	Get full text
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