trudyniisiТруды НИИСИSRISA Proceedings2225-73493033-6422НИЦ «КУРЧАТОВСКИЙ ИНСТИТУТ» - НИИСИtrudyniisi-101Research ArticleВЫСОКОПРОИЗВОДИТЕЛЬНЫЕ ВЫЧИСЛЕНИЯHIGH-PERFORMANCE COMPUTINGОценка влияния различных участков программного кода на энергопотребление вычислительной системыAssessing of the Impact of Source Code Different Sections on the Computing System Power ConsumptionКиселёвЕ. А.KiselevE. A.

Москва

+7(903)215-43-42

anton.baranov@jscc.ruЧубаровД. А.ChubarovD. A.

Москва

chubarovdima@inbox.ruБарановА. В.BaranovA. V.

Москва

+7(903)215-43-42

anton.baranov@jscc.ruМСЦ РАН – филиал ФГУ ФНЦ НИИСИ РАН, НИЦ «Курчатовский институт»РоссияРТУ МИРЭАРоссия2024091220251446774Copyright © Киселёв Е.А., Чубаров Д.А., Баранов А.В., 20252025Киселёв Е.А., Чубаров Д.А., Баранов А.В.Kiselev E.A., Chubarov D.A., Baranov A.V.This work is licensed under a Creative Commons Attribution 4.0 License.https://www.t-niisi.ru/jour/article/view/101

Работа посвящена проверке гипотезы о возможности оценки влияния исходного кода программы на энергопотребление вычислительной системы. На основе исследованных методов оптимизации авторами предложен алгоритм для оценки энергоэффективности программного кода. Разработан макет программного средства в виде расширения для Visual Studio Code, реализующий представленный алгоритм. Приведены экспериментальные результаты по исследованию различных способов повышения энергоэффективности программного кода, а также результаты проверки работоспособности разработанного алгоритма.

The hypothesis about the possibility of assessing the impact of the program source code on the computing system power consumption is tested in the work. The authors proposed an algorithm for assessing the program code energy efficiency based on the studied optimization methods. The software tool prototype as an extension for Visual Studio Code implementing the presented algorithm was developed. Experimental results on the study of various ways to improve the program code energy efficiency, as well as the results of testing the developed algorithm operability are presented.

энергоэффективностьанализ исходного кодаоптимизация программного кодаRAPLVS Codeenergy efficiencycode analysiscode optimizationRAPLVS CodeРабота выполнена в рамках государственного задания по теме FNEF-2024-0016.ReferencesЮрченко А. В. Проектирование и анализ программного обеспечения с низким энергопотреблением с помощью программных метрик энергоэффективности // Машиностроение и компьютерные технологии. 2013. №1. С. 215-234.Юрченко А. В. Проектирование и анализ программного обеспечения с низким энергопотреблением с помощью программных метрик энергоэффективности // Машиностроение и компьютерные технологии. 2013. №1. С. 215-234.da Silva, W.G.; Brisolara, L.; Corrêa, U.B.; Carro, L. Evaluation of the impact of code refactoring on embedded software efficiency. In Proceedings of the 1st Workshop de Sistemas Embarcados, Gramado, Brazil, 24–28 May 2010; pp. 145–150.da Silva, W.G.; Brisolara, L.; Corrêa, U.B.; Carro, L. Evaluation of the impact of code refactoring on embedded software efficiency. In Proceedings of the 1st Workshop de Sistemas Embarcados, Gramado, Brazil, 24–28 May 2010; pp. 145–150.Gottschalk M., Jelschen J., Winter A. Energy-efficient code by refactoring. Softwaretechnik-Trends 2013, 33, 23–24.Gottschalk M., Jelschen J., Winter A. Energy-efficient code by refactoring. Softwaretechnik-Trends 2013, 33, 23–24.Sahin, C.; Pollock, L.; Clause, J. How do code refactorings affect energy usage? In Proceedings of the 8th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, Torino, Italy, 18–19 September 2014; pp. 1–10.Sahin, C.; Pollock, L.; Clause, J. How do code refactorings affect energy usage? In Proceedings of the 8th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, Torino, Italy, 18–19 September 2014; pp. 1–10.Park, J.J.; Hong, J.E.; Lee, S.H. Investigation for Software Power Consumption of Code Refactoring. In Proceedings of the Twenty Sixth International Conference on Software Engineering and Knowledge Engineering (SEKE), Vancouver, BC, Canada, 1–3 July 2014; pp. 717–722.Park, J.J.; Hong, J.E.; Lee, S.H. Investigation for Software Power Consumption of Code Refactoring. In Proceedings of the Twenty Sixth International Conference on Software Engineering and Knowledge Engineering (SEKE), Vancouver, BC, Canada, 1–3 July 2014; pp. 717–722.Hayri Acar, Gülfem I Alptekin, Jean-Patrick Gelas, Parisa Ghodous. The Impact of Source Code in Software on Power Consumption // International Journal of Electronic Business Management, Vol. 14, pp. 42-52 (2016).Hayri Acar, Gülfem I Alptekin, Jean-Patrick Gelas, Parisa Ghodous. The Impact of Source Code in Software on Power Consumption // International Journal of Electronic Business Management, Vol. 14, pp. 42-52 (2016).T. Johann, M. Dick, S. Naumann, and E. Kern, “How to measure energy-efficiency of software: Metrics and measurement results” in Green and Sustainable Software (GREENS), 2012 First International Workshop on, 2012, pp. 51–54.T. Johann, M. Dick, S. Naumann, and E. Kern, “How to measure energy-efficiency of software: Metrics and measurement results” in Green and Sustainable Software (GREENS), 2012 First International Workshop on, 2012, pp. 51–54.A. Noureddine, A. Bourdon, R. Rouvoy, and L. Seinturier, “A preliminary study of the impact of software engineering on GreenIT,” in Green and Sustainable Software (GREENS), 2012 First International Workshop on, 2012, pp. 21–27.A. Noureddine, A. Bourdon, R. Rouvoy, and L. Seinturier, “A preliminary study of the impact of software engineering on GreenIT,” in Green and Sustainable Software (GREENS), 2012 First International Workshop on, 2012, pp. 21–27.Y. D. Liu, “Energy-efficient synchronization through program patterns,” in Green and Sustainable Software (GREENS), 2012 First International Workshop on, 2012, pp. 35–40.Y. D. Liu, “Energy-efficient synchronization through program patterns,” in Green and Sustainable Software (GREENS), 2012 First International Workshop on, 2012, pp. 35–40.Hayri Acar, Gülfem I Alptekin, Jean-Patrick Gelas, Parisa Ghodous. The Impact of Source Code in Software on Power Consumption // International Journal of Electronic Business Management. 2016. №14. С. 42-52.Hayri Acar, Gülfem I Alptekin, Jean-Patrick Gelas, Parisa Ghodous. The Impact of Source Code in Software on Power Consumption // International Journal of Electronic Business Management. 2016. №14. С. 42-52.İbrahim Şanlıalp, Muhammed Maruf Öztürk, Tuncay Yiğit. Energy Efficiency Analysis of Code Refactoring Techniques for Green and Sustainable Software in Portable Devices // Electronics. 2022. №11. С. 442-459.İbrahim Şanlıalp, Muhammed Maruf Öztürk, Tuncay Yiğit. Energy Efficiency Analysis of Code Refactoring Techniques for Green and Sustainable Software in Portable Devices // Electronics. 2022. №11. С. 442-459.Visual Studio Code Getting Started [электронный ресурс] // Microsoft URL: https://code.visualstudio.com/docs/ (дата обращения 26.10.2024)Visual Studio Code Getting Started [электронный ресурс] // Microsoft URL: https://code.visualstudio.com/docs/ (дата обращения 26.10.2024)Github. The RAPL Stopwatch library [электронный ресурс] // https://github.com/LorienLV/rapl_stopwatch?ysclid=m2qc5vo4zz264735644 (дата обращения 26.10.2024).Github. The RAPL Stopwatch library [электронный ресурс] // https://github.com/LorienLV/rapl_stopwatch?ysclid=m2qc5vo4zz264735644 (дата обращения 26.10.2024).

The authors declare that there are no conflicts of interest present.