Results 211 to 214 of about 3,062,410 (214)

Lyapunov-Based Partial Computation Offloading for Multiple Mobile Devices Enabled by Harvested Energy in MEC

IEEE Internet of Things Journal, 2022
Mobile-edge computing (MEC) has been garnering considerable level of interests by processing computation tasks nearby mobile devices (MDs). With limited computation and communication resources and strict task deadline, balancing the energy consumption ...
Min Guo, Wei Wang, Xing Huang, Yanru Chen, Lei Zhang, Liangyin Chen   +5 more
semanticscholar   +1 more source

Deep Reinforcement Learning for Energy-Efficient Computation Offloading in Mobile-Edge Computing

IEEE Internet of Things Journal, 2021
Mobile-edge computing (MEC) has emerged as a promising computing paradigm in the 5G architecture, which can empower user equipments (UEs) with computation and energy resources offered by migrating workloads from UEs to the nearby MEC servers.
Huan Zhou, Kai Jiang, Xuxun Liu, Xiuhua Li, V. Leung   +4 more
semanticscholar   +1 more source

A DRL Agent for Jointly Optimizing Computation Offloading and Resource Allocation in MEC

IEEE Internet of Things Journal, 2021
This article studies the joint optimization problem of computation offloading and resource allocation (JCORA) in mobile-edge computing (MEC). Deep reinforcement learning (DRL) is one of the ideal techniques for addressing the dynamic JCORA problem ...
Juan Chen, Huanlai Xing, Zhiwen Xiao, Lexi Xu, Tao Tao   +4 more
semanticscholar   +1 more source

Computation offloading in mobile edge computing networks: A survey

Journal of Network and Computer Applications, 2022
Chuan Feng, Pengchao Han, Xu Zhang, Bowen Yang, Yejun Liu, Lei Guo   +5 more
semanticscholar   +1 more source