Standard

Dynamic Voltage-Frequency Optimization using Simultaneous Perturbation Stochastic Approximation. / Bogdanov, Evgenii; Bozhnyuk, Alexander; Bykov, David; Sartasov, Stanislav; Sergeenko, Anna; Granichin, Oleg.

60th IEEE Conference on Decision and Control, CDC 2021. Institute of Electrical and Electronics Engineers Inc., 2021. p. 3774-3779 (Proceedings of the IEEE Conference on Decision and Control; Vol. 2021-December).

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

Harvard

Bogdanov, E, Bozhnyuk, A, Bykov, D, Sartasov, S, Sergeenko, A & Granichin, O 2021, Dynamic Voltage-Frequency Optimization using Simultaneous Perturbation Stochastic Approximation. in 60th IEEE Conference on Decision and Control, CDC 2021. Proceedings of the IEEE Conference on Decision and Control, vol. 2021-December, Institute of Electrical and Electronics Engineers Inc., pp. 3774-3779, 60th IEEE Conference on Decision and Control, CDC 2021, Austin, United States, 13/12/21. https://doi.org/10.1109/CDC45484.2021.9683064

APA

Bogdanov, E., Bozhnyuk, A., Bykov, D., Sartasov, S., Sergeenko, A., & Granichin, O. (2021). Dynamic Voltage-Frequency Optimization using Simultaneous Perturbation Stochastic Approximation. In 60th IEEE Conference on Decision and Control, CDC 2021 (pp. 3774-3779). (Proceedings of the IEEE Conference on Decision and Control; Vol. 2021-December). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CDC45484.2021.9683064

Vancouver

Bogdanov E, Bozhnyuk A, Bykov D, Sartasov S, Sergeenko A, Granichin O. Dynamic Voltage-Frequency Optimization using Simultaneous Perturbation Stochastic Approximation. In 60th IEEE Conference on Decision and Control, CDC 2021. Institute of Electrical and Electronics Engineers Inc. 2021. p. 3774-3779. (Proceedings of the IEEE Conference on Decision and Control). https://doi.org/10.1109/CDC45484.2021.9683064

Author

Bogdanov, Evgenii ; Bozhnyuk, Alexander ; Bykov, David ; Sartasov, Stanislav ; Sergeenko, Anna ; Granichin, Oleg. / Dynamic Voltage-Frequency Optimization using Simultaneous Perturbation Stochastic Approximation. 60th IEEE Conference on Decision and Control, CDC 2021. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 3774-3779 (Proceedings of the IEEE Conference on Decision and Control).

BibTeX

@inproceedings{64c219fdb44d45ce9b8632ee5d6334c9,
title = "Dynamic Voltage-Frequency Optimization using Simultaneous Perturbation Stochastic Approximation",
abstract = "It was previously shown that simultaneous perturbation stochastic approximation can be used for developing general purpose dynamic voltage-frequency scaling (DVFS) governor for Android OS. We lay down a theoretical foundation for this approach and show in several experiments that our algorithm performance is on par with the commonly used Android DVFS governors. Links to complete results and source code are also provided. ",
keywords = "Android, DVFS, dynamic voltage frequency scaling, energy consumption, simultaneous perturbation stochastic approximation, SPSA",
author = "Evgenii Bogdanov and Alexander Bozhnyuk and David Bykov and Stanislav Sartasov and Anna Sergeenko and Oleg Granichin",
note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 60th IEEE Conference on Decision and Control, CDC 2021 ; Conference date: 13-12-2021 Through 17-12-2021",
year = "2021",
doi = "10.1109/CDC45484.2021.9683064",
language = "English",
series = "Proceedings of the IEEE Conference on Decision and Control",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "3774--3779",
booktitle = "60th IEEE Conference on Decision and Control, CDC 2021",
address = "United States",

}

RIS

TY - GEN

T1 - Dynamic Voltage-Frequency Optimization using Simultaneous Perturbation Stochastic Approximation

AU - Bogdanov, Evgenii

AU - Bozhnyuk, Alexander

AU - Bykov, David

AU - Sartasov, Stanislav

AU - Sergeenko, Anna

AU - Granichin, Oleg

N1 - Publisher Copyright: © 2021 IEEE.

PY - 2021

Y1 - 2021

N2 - It was previously shown that simultaneous perturbation stochastic approximation can be used for developing general purpose dynamic voltage-frequency scaling (DVFS) governor for Android OS. We lay down a theoretical foundation for this approach and show in several experiments that our algorithm performance is on par with the commonly used Android DVFS governors. Links to complete results and source code are also provided.

AB - It was previously shown that simultaneous perturbation stochastic approximation can be used for developing general purpose dynamic voltage-frequency scaling (DVFS) governor for Android OS. We lay down a theoretical foundation for this approach and show in several experiments that our algorithm performance is on par with the commonly used Android DVFS governors. Links to complete results and source code are 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=85126010933&partnerID=8YFLogxK

U2 - 10.1109/CDC45484.2021.9683064

DO - 10.1109/CDC45484.2021.9683064

M3 - Conference contribution

AN - SCOPUS:85126010933

T3 - Proceedings of the IEEE Conference on Decision and Control

SP - 3774

EP - 3779

BT - 60th IEEE Conference on Decision and Control, CDC 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 60th IEEE Conference on Decision and Control, CDC 2021

Y2 - 13 December 2021 through 17 December 2021

ER -

ID: 93519282