同步摄动随机逼近在Android系统中动态电压频率缩放中的应用

2021 7th International Conference on Event-Based Control, Communication, and Signal Processing (EBCCSP) Pub Date : 2021-06-22 DOI:10.1109/EBCCSP53293.2021.9502396

E. Bogdanov, Alexander Bozhnyuk, Stanislav Sartasov, O. Granichin

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引用次数: 2

摘要

同时摄动随机逼近在动态变化的工作负荷下提供了很好的优化资源消耗的结果。我们采用这种方法开发了Android操作系统的动态电压-频率缩放(DVFS)调控器。我们设计了实验方法，并将我们的算法与常见的Android DVFS调控器进行了比较。还提供了源代码的链接。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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On Application of Simultaneous Perturbation Stochastic Approximation for Dynamic Voltage-Frequency Scaling in Android OS

Simultaneous perturbation stochastic approximation was previously shown to provide good results for optimizing resource consumption under dynamically changing workload. We employ this approach to develop dynamic voltage-frequency scaling (DVFS) governor for Android OS. We design experimental methodology and show our algorithm performance compared to common Android DVFS governors. A link to the source code is also provided.

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来源期刊

2021 7th International Conference on Event-Based Control, Communication, and Signal Processing (EBCCSP)

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