Online Learning for Distributed Computation Offloading in Wireless Powered Mobile Edge Computing Networks

• Published in: IEEE transactions on parallel and distributed systems Vol. 33; no. 8; pp. 1841 - 1855
• Main Authors: Wang, Xiaojie, Ning, Zhaolong, Guo, Lei, Guo, Song, Gao, Xinbo, Wang, Guoyin
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.08.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Computation offloading; delay minimization; Delays; Design; Distance learning; distributed execution; Edge computing; Machine learning; Mobile computing; Multi-access edge computing; Networks; online learning; Optimization; Processor scheduling; Resource management; Servers; Synchronism; Task analysis; Task scheduling; Wireless power transmission; Wireless powered mobile edge computing

A novel paradigm named Wireless Powered Mobile Edge Computing (WP-MEC) emerges recently, which integrates Mobile Edge Computing (MEC) and Wireless Power Transfer (WPT) technologies. It enables mobile clients to both extend their computing capacities by task offloading, and charge from edge servers v...