A1 Journal article (refereed)
Dynamic Resource Allocation and Computation Offloading for IoT Fog Computing System (2021)


Chang, Z., Liu, L., Guo, X., & Sheng, Q. (2021). Dynamic Resource Allocation and Computation Offloading for IoT Fog Computing System. IEEE Transactions on Industrial Informatics, 17(5), 3348-3357. https://doi.org/10.1109/TII.2020.2978946


JYU authors or editors


Publication details

All authors or editorsChang, Zheng; Liu, Liqing; Guo, Xijuan; Sheng, Quan

Journal or seriesIEEE Transactions on Industrial Informatics

ISSN1551-3203

eISSN1941-0050

Publication year2021

Volume17

Issue number5

Pages range3348-3357

PublisherIEEE

Publication countryUnited States

Publication languageEnglish

DOIhttps://doi.org/10.1109/TII.2020.2978946

Publication open accessNot open

Publication channel open access

Publication is parallel published (JYX)https://jyx.jyu.fi/handle/123456789/93729


Abstract

Fog computing system emerges as one of the promising technology for realizing the Internet of Things (IoT). By offloading the computational tasks to the fog node (FN) at the network edge, both the service latency and energy consumption can be improved. However, the dynamics of computational resource usages in the FN, the radio environment and the energy in the battery of IoT devices make the offloading mechanism design become challenging. Therefore, in this paper, we propose a dynamic optimization scheme for the IoT fog computing system with multiple mobile devices (MDs), where the radio and computational resources, and offloading decisions, can be dynamically coordinated and allocated with the variation of radio resources and computation demands. Specifically, we propose a joint computation offloading and radio resource allocation algorithm based on Lyapunov optimization to minimize the system cost. Through performance evaluation, the effectiveness of the proposed scheme can be verified.


KeywordsInternet of thingsfrequency bandsresourcingoptimisation

Free keywordsfog computing; edge computing; dynamic computation offloading; Lyapunov optimization; energy harvesting; resource allocation


Contributing organizations


Ministry reportingYes

Reporting Year2021

JUFO rating3


Last updated on 2024-22-04 at 23:02