Job Classification Through Long-Term Log Analysis Towards Power-Aware HPC System Operation

Yuichi Tsujita,Atsuya Uno,Ryuichi Sekizawa,Keiji Yamamoto, Fumichika Sueyasu

2021 29th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP)（2021）

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摘要

High utilization of HPC system resources under constraints in electric power consumption or I/O workload is one of the primary goals to deal with high demand from application users. Utilization of CPU and memory, which is tightly related to electric power consumption, is counterpart metric of I/O activities in most HPC jobs. Towards higher utilization of HPC systems under restriction in management...

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关键词

Measurement,Power demand,Correlation,Systems operation,Memory management,Layout,Machine learning

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