Learning for computation offloading in mobile edge computing

TQ Dinh, QD La, TQS Quek… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… mechanism for multiple users in time-varying wireless environments. In this paper, we … -edgenode
computation offloading problem. Since edge nodes’ communication and computing

Mobile edge computing: A survey on architecture and computation offloading

P Mach, Z Becvar - IEEE communications surveys & tutorials, 2017 - ieeexplore.ieee.org
… in the MEC, ie, computation offloading. In this regard, we divide the research … computation
offloading to three key areas: 1) decision on computation offloading; 2) allocation of computing

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

Dynamic computation offloading for mobile-edge computing with energy harvesting devices

Y Mao, J Zhang, KB Letaief - IEEE Journal on Selected Areas …, 2016 - ieeexplore.ieee.org
… In this paper, we will investigate a green MEC system with EH devices and develop an
effective computation offloading strategy. The execution cost, which addresses both the execution …

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 …

Computation offloading for mobile edge computing: A deep learning approach

S Yu, X Wang, R Langar - … on Personal, Indoor, and Mobile …, 2017 - ieeexplore.ieee.org
… • We propose a fine-grained computation offloading framework that minimizes the offloading
… In this work, we consider a small cell-based mobile edge computing system, which is also …

Computation offloading toward edge computing

L Lin, X Liao, H Jin, P Li - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
mobile devices by computation offloading, which is regarded as a key computing paradigm
in edge computing [… we highlight the challenges of computation offloading with respect to task …

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 …

Computation offloading strategy in mobile edge computing

J Sheng, J Hu, X Teng, B Wang, X Pan - Information, 2019 - mdpi.com
… In light of this situation, the strategy of computation offloading has been adopted to solve …
a computation offloading strategy under a scenario of multi-user and multi-mobile edge servers …