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cs.DC2020
Advanced Python Performance Monitoring with Score-P
Andreas Gocht, Robert Schöne, Jan Frenzel
Within the last years, Python became more prominent in the scientific community and is now used for simulations, machine learning, and data analysis. All these tasks profit from ad…
cs.DC2019
Q-Learning Inspired Self-Tuning for Energy Efficiency in HPC
Andreas Gocht, Robert Schöne, Mario Bielert
System self-tuning is a crucial task to lower the energy consumption of computers. Traditional approaches decrease the processor frequency in idle or synchronisation periods. Howev…
cs.DC2019
Energy Efficiency Features of the Intel Skylake-SP Processor and Their Impact on Performance
Robert Schöne, Thomas Ilsche, Mario Bielert +2
The overwhelming majority of High Performance Computing (HPC) systems and server infrastructure uses Intel x86 processors. This makes an architectural analysis of these processors…