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On Application of Simultaneous Perturbation Stochastic Approximation for Dynamic Voltage-Frequency Scaling in Android OS. / Bogdanov, Evgenii; Bozhnyuk, Alexander; Sartasov, Stanislav; Granichin, Oleg.

EBCCSP 2021 - Proceedings: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing. Institute of Electrical and Electronics Engineers Inc., 2021.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Bogdanov, E, Bozhnyuk, A, Sartasov, S & Granichin, O 2021, On Application of Simultaneous Perturbation Stochastic Approximation for Dynamic Voltage-Frequency Scaling in Android OS. in EBCCSP 2021 - Proceedings: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing. Institute of Electrical and Electronics Engineers Inc., 7th International Conference on Event-Based Control, Communication and Signal Processing, EBCCSP 2021, Virtual, Online, 23/06/21. https://doi.org/10.1109/ebccsp53293.2021.9502396

APA

Bogdanov, E., Bozhnyuk, A., Sartasov, S., & Granichin, O. (2021). On Application of Simultaneous Perturbation Stochastic Approximation for Dynamic Voltage-Frequency Scaling in Android OS. In EBCCSP 2021 - Proceedings: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ebccsp53293.2021.9502396

Vancouver

Bogdanov E, Bozhnyuk A, Sartasov S, Granichin O. On Application of Simultaneous Perturbation Stochastic Approximation for Dynamic Voltage-Frequency Scaling in Android OS. In EBCCSP 2021 - Proceedings: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing. Institute of Electrical and Electronics Engineers Inc. 2021 https://doi.org/10.1109/ebccsp53293.2021.9502396

Author

Bogdanov, Evgenii ; Bozhnyuk, Alexander ; Sartasov, Stanislav ; Granichin, Oleg. / On Application of Simultaneous Perturbation Stochastic Approximation for Dynamic Voltage-Frequency Scaling in Android OS. EBCCSP 2021 - Proceedings: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing. Institute of Electrical and Electronics Engineers Inc., 2021.

BibTeX

@inproceedings{1bd10f2b81f14521b33deef18d3f414f,
title = "On Application of Simultaneous Perturbation Stochastic Approximation for Dynamic Voltage-Frequency Scaling in Android OS",
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. ",
keywords = "Android, DVFS, dynamic voltage frequency scaling, energy consumption, simultaneous perturbation stochastic approximation, SPSA",
author = "Evgenii Bogdanov and Alexander Bozhnyuk and Stanislav Sartasov and Oleg Granichin",
note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 7th International Conference on Event-Based Control, Communication and Signal Processing, EBCCSP 2021 ; Conference date: 23-06-2021 Through 25-06-2021",
year = "2021",
month = jun,
day = "22",
doi = "10.1109/ebccsp53293.2021.9502396",
language = "English",
isbn = "9781665436977",
booktitle = "EBCCSP 2021 - Proceedings: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
address = "United States",

}

RIS

TY - GEN

T1 - On Application of Simultaneous Perturbation Stochastic Approximation for Dynamic Voltage-Frequency Scaling in Android OS

AU - Bogdanov, Evgenii

AU - Bozhnyuk, Alexander

AU - Sartasov, Stanislav

AU - Granichin, Oleg

N1 - Publisher Copyright: © 2021 IEEE.

PY - 2021/6/22

Y1 - 2021/6/22

N2 - 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.

AB - 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.

KW - Android

KW - DVFS

KW - dynamic voltage frequency scaling

KW - energy consumption

KW - simultaneous perturbation stochastic approximation

KW - SPSA

UR - http://www.scopus.com/inward/record.url?scp=85114472799&partnerID=8YFLogxK

UR - https://www.mendeley.com/catalogue/66786582-5d61-397b-8368-aff45ee7e027/

U2 - 10.1109/ebccsp53293.2021.9502396

DO - 10.1109/ebccsp53293.2021.9502396

M3 - Conference contribution

AN - SCOPUS:85114472799

SN - 9781665436977

BT - EBCCSP 2021 - Proceedings: 2021 7th International Conference on Event-Based Control, Communication and Signal Processing

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 7th International Conference on Event-Based Control, Communication and Signal Processing, EBCCSP 2021

Y2 - 23 June 2021 through 25 June 2021

ER -

ID: 86013232