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

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

1 Scopus citations

Abstract

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 languageEnglish
Title of host publicationEBCCSP 2021 - Proceedings: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing
Subtitle of host publication2021 7th International Conference on Event-Based Control, Communication and Signal Processing
PublisherInstitute of Electrical and Electronics Engineers Inc.
Number of pages7
ISBN (Electronic)9781665436977
ISBN (Print)9781665436977
DOIs
StatePublished - 22 Jun 2021
Event7th International Conference on Event-Based Control, Communication and Signal Processing, EBCCSP 2021 - Virtual, Online
Duration: 23 Jun 202125 Jun 2021

Conference

Conference7th International Conference on Event-Based Control, Communication and Signal Processing, EBCCSP 2021
CityVirtual, Online
Period23/06/2125/06/21

Scopus subject areas

  • Computer Networks and Communications
  • Signal Processing
  • Control and Optimization
  • Instrumentation

Keywords

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

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