HPC Application Parameter Autotuning on Edge Devices: A Bandit Learning Approach

The growing necessity for enhanced processing capabilities in edge devices with limited resources has led us to develop effective methods for improving high-performance computing (HPC) applications. In this paper, we introduce LASP (Lightweight Autotuning of Scientific Application Parameters), a nov...

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Hauptverfasser:	Hossain, Abrar, Badawy, Abdel-Hameed A, Islam, Mohammad A, Patki, Tapasya, Ahmed, Kishwar
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Computer Science - Performance Computer Science - Systems and Control
Online-Zugang:	Volltext bestellen
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