A popularity-aware and energy-efficient offloading mechanism in fog computing

Yung Ting Chuang*, Chiu Shun Hsiang

*此作品的通信作者

研究成果: Article同行評審

3 引文 斯高帕斯(Scopus)

摘要

As more and more applications with high computing requirements appear on mobile devices, considering the limited computing resources and energy of those devices, many devices offload this type of task to the surrounding cloud or fog. By offloading tasks to the server, mobile devices can save execution time and energy. However, designing an effective offloading strategy that balances performance with energy efficiency remains a challenge. This paper proposed a robust system that considers energy consumption, execution time, load balancing and popularity in offloading decisions. The goal of the system is to maximize the execution efficiency of mobile devices and minimize their overall energy consumption. The experiments demonstrate that the proposed method requires low execution time and energy consumption on the part of mobile devices, increases the utilization of the server, and still effectively reduces overall energy consumption and execution time in all scenarios.

原文English
頁(從 - 到)19435-19458
頁數24
期刊Journal of Supercomputing
78
發行號18
DOIs
出版狀態Published - 12月 2022

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