Lyapunov-guided Deep Reinforcement Learning for service caching and task offloading in Mobile Edge Computing

A Survey on Mobile Edge Computing: The Communication Perspective

Yuyi Mao, Changsheng You, Jun Zhang et al. · IEEE Communications Surveys & Tutorials · 2017 · 5.4K citations

Computing, Computer Systems, Information Technology +15

Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

IEEE Transactions on Mobile Computing · 2019 · 991 citations · Full text

Computing, Computer Science, Computer Systems +14

Lyapunov-Guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks

Suzhi Bi, Liang Huang, Hui Wang et al. · IEEE Transactions on Wireless Communications · 2021 · 355 citations

Computing, Computer Systems, Edge Computing +13

Joint Optimization of Service Caching Placement and Computation Offloading in Mobile Edge Computing Systems

Suzhi Bi, Liang Huang, Ying–Jun Angela Zhang · IEEE Transactions on Wireless Communications · 2020 · 332 citations

Computing, Computer Science, Computer Systems +17

Deep Reinforcement Learning-Based Dynamic Resource Management for Mobile Edge Computing in Industrial Internet of Things

Ying Chen, Zhiyong Liu, Yongchao Zhang et al. · IEEE Transactions on Industrial Informatics · 2020 · 287 citations

Computing, Computer Science, Internet Of Things +12