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.
Язык оригиналаанглийский
Название основной публикации2021 7th International Conference on Event-Based Control, Communication, and Signal Processing (EBCCSP)
ИздательIEEE Circuits and Systems Society
Число страниц7
ISBN (электронное издание)978-1-6654-3697-7
ISBN (печатное издание)978-1-6654-3698-4
СостояниеОпубликовано - 10 дек 2021
Событие7th International Conference on Event-Based Control, Communication and Signal Processing, EBCCSP 2021 - Virtual, Online
Продолжительность: 23 июн 2021 → 25 июн 2021

конференция

конференция7th International Conference on Event-Based Control, Communication and Signal Processing, EBCCSP 2021
ГородVirtual, Online
Период23/06/21 → 25/06/21

    Области исследований

  • energy consumption, simultaneous perturbation stochastic approximation, SPSA, dynamic voltage frequency scaling, DVFS

ID: 88778290