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

DOI

https://doi.org/10.1109/ebccsp53293.2021.9502396
Final published version

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.

Original language	English
Title of host publication	EBCCSP 2021 - Proceedings: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing
Subtitle of host publication	2021 7th International Conference on Event-Based Control, Communication and Signal Processing
Publisher	Institute of Electrical and Electronics Engineers Inc.
Number of pages	7
ISBN (Electronic)	9781665436977
ISBN (Print)	9781665436977
DOIs	https://doi.org/10.1109/ebccsp53293.2021.9502396
State	Published - 22 Jun 2021
Event	7th International Conference on Event-Based Control, Communication and Signal Processing, EBCCSP 2021 - Virtual, Online Duration: 23 Jun 2021 → 25 Jun 2021

Conference

Conference	7th International Conference on Event-Based Control, Communication and Signal Processing, EBCCSP 2021
City	Virtual, Online
Period	23/06/21 → 25/06/21

Scopus subject areas

Computer Networks and Communications
Signal Processing
Control and Optimization
Instrumentation

Research areas

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

ID: 86013232