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HAL-LIRMM - Open Archive |  |
Compiler-assisted adaptive program scheduling in big.LITTLE systems
Abstract : Energy-aware architectures provide applications with a mix of low and high frequency cores. Selecting the best core configurations for running programs is very challenging. Here, we leverage compilation, runtime monitoring and machine learning to map program phases to their best matching configurations. As a proof-of-concept, we devise the Astro system to show that our approach can outperform a state-of-the-art Linux scheduler for heterogeneous architectures.
Cited literature [34 references]
https://hal-lirmm.ccsd.cnrs.fr/lirmm-02100287
Contributor : Abdoulaye Gamatié <>
Submitted on : Friday, January 17, 2020 - 2:43:38 PM
Last modification on : Monday, January 27, 2020 - 2:00:30 PM
Contributor : Abdoulaye Gamatié <>
Submitted on : Friday, January 17, 2020 - 2:43:38 PM
Last modification on : Monday, January 27, 2020 - 2:00:30 PM
File
1903.07038.pdf
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