Probabilistic computation offloading for mobile edge computing in dynamic network environment

BB Bista, J Wang, T Takata - Internet of Things, 2020 - Elsevier
… In such varying environment, it is necessary to consider probabilistic approach to offload
tasks for successful mobile edge computing. In this paper, we formulate successful computation

Computation offloading in mobile edge computing networks: A survey

C Feng, P Han, X Zhang, B Yang, Y Liu… - … of Network and Computer …, 2022 - Elsevier
… Particularly, we discuss key issues on various offloading … -time environment perception, and
security, we analyze the current challenges and future directions of computation offloading in …

Adaptive computation offloading and resource allocation strategy in a mobile edge computing environment

Z Tong, X Deng, F Ye, S Basodi, X Xiao, Y Pan - Information Sciences, 2020 - Elsevier
… represented by the cloud computing model can no longer … , the mobile edge computing (MEC)
is used as a new computing … cloud computing, an important issue in the MEC environment

A review on the computation offloading approaches in mobile edge computing: A g ame‐theoretic perspective

A Shakarami, A Shahidinejad… - Software: Practice and …, 2020 - Wiley Online Library
… issues as the challenging problem in the MEC environment. … computation offloading
mechanisms in the MEC environment. … computation offloading approaches in the MEC …

Deep reinforcement learning for computation offloading in mobile edge computing environment

M Chen, T Wang, S Zhang, A Liu - Computer Communications, 2021 - Elsevier
mobile fog is established at the edge of the network in the architecture. In mobile fog
computing, we use the access point controller (APC) and the access point (AP) as the fog nodes. …

A survey on the computation offloading approaches in mobile edge computing: A machine learning-based perspective

A Shakarami, M Ghobaei-Arani, A Shahidinejad - Computer Networks, 2020 - Elsevier
… , and detailed survey in the MEC environment. In this paper, we provide a review on the
ML-based computation offloading mechanisms in the MEC environment in the form of a classical …

[Retracted] Computation Offloading in Mobile Cloud Computing and Mobile Edge Computing: Survey, Taxonomy, and Open Issues

M Maray, J Shuja - Mobile Information Systems, 2022 - Wiley Online Library
computation offloading in MCC, Fog, and MEC. The purpose of this taxonomy is to provide
the knowledge of multiple offloading environments… (a) computation resource, (b) environment (…

[HTML][HTML] Survey on computation offloading in UAV-Enabled mobile edge computing

SMA Huda, S Moh - Journal of Network and Computer Applications, 2022 - Elsevier
… we provide a summary on the related surveys on computation offloading in edge computing.
… emphasize the computation offloading techniques in an edge computing environment from …

An autonomous computation offloading strategy in Mobile Edge Computing: A deep learning-based hybrid approach

A Shakarami, A Shahidinejad… - … of Network and Computer …, 2021 - Elsevier
… of the offloading criterion. In this paper, an autonomous computation offloading framework
is … in the computation offloading criterion. Besides, to cope with the large dimension of the …

Non-cooperative game algorithms for computation offloading in mobile edge computing environments

J Chen, Q Deng, X Yang - Journal of Parallel and Distributed Computing, 2023 - Elsevier
… for computation offloading of MEC applications. We establish an MEC computation offloading
… , and discuss the communication overheads, computation cost, and energy consumption …