Recognizing HPC Workloads Based on Power Draw Signatures

2021 Ninth International Symposium on Computing and Networking Workshops (CANDARW)(2021)

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摘要
The power draw of computing infrastructure— besides being a critical operating resource—can give valuable insights into the type and behavior of workloads running on it. In consequence, runtime power analysis can be a promising non-invasive monitoring approach. Recent work has shown that a system’s power draw can support reliable conclusions about running workloads, which serves as a basis for run...
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关键词
Power and Energy Measurements,Heterogeneous Systems,Machine Learning,System Software
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