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
… of MEC networks. Many factors should be considered for offloading decision-making, ie, the
… devices, network conditions, heterogeneity of network devices, and user preferences. The …

Multi-user computation offloading in mobile edge computing: A behavioral perspective

L Tang, S He - IEEE Network, 2018 - ieeexplore.ieee.org
… Specifically, we model the computation offloading decision … to offload or not. We then
propose a distributed computation … offloading decision problem from a behavioral perspective. …

[HTML][HTML] A review of optimization methods for computation offloading in edge computing networks

K Sadatdiynov, L Cui, L Zhang, JZ Huang… - … and Networks, 2023 - Elsevier
… on the offloading decisions, either fully or partially offloading computation to MEC, and paid
an attention to the allocation of computational resources at a single node or multiple nodes. …

Offloading time optimization via Markov decision process in mobile-edge computing

G Yang, L Hou, X He, D He, S Chan… - IEEE internet of things …, 2020 - ieeexplore.ieee.org
… However, these research works failed to address the impact of changes in available
network bandwidth on the computational offloading. Some works concerned on the purpose of …

A survey on computation offloading modeling for edge computing

H Lin, S Zeadally, Z Chen, H Labiod, L Wang - … of Network and Computer …, 2020 - Elsevier
… The decision maker is important for offloading modeling. In … ) that needs to offload its tasks
to make the decision. In either … the ‘one’ side to make the offloading decision for all users if a …

Efficient computation offloading decision in mobile cloud computing over 5G network

ME Khoda, MA Razzaque, A Almogren… - Mobile Networks and …, 2016 - Springer
offloading decision problem. Although a good number of methods have been studied in
the literature regarding the offloading … the optimal computation offloading decision making …

Joint offloading decision and resource allocation with uncertain task computing requirement

N Eshraghi, B Liang - … 2019-IEEE conference on computer …, 2019 - ieeexplore.ieee.org
… can drastically affect task offloading decision under processing time uncertainty. … offloading
decision and allocation of communication and computation resources in a computing network

Joint offloading decision and resource allocation for mobile edge computing enabled networks

Y Liao, L Shou, Q Yu, Q Ai, Q Liu - Computer Communications, 2020 - Elsevier
… UEs in their offloading decisions under infinite computational … This is because MEC not only
holds the information of computing … an optimal offloading policy for a dynamic network. The …

Distributed deep learning-based offloading for mobile edge computing networks

L Huang, X Feng, A Feng, Y Huang, LP Qian - Mobile networks and …, 2022 - Springer
offloading (DDLO) algorithm for MEC networks, where multiple parallel DNNs are used to
generate offloading decisions. … to store newly generated offloading decisions which are further …

Multi-objective decision-making for mobile cloud offloading: A survey

H Wu - IEEE Access, 2018 - ieeexplore.ieee.org
… , and how to offload for mobile cloud computing, respectively. … networks has a huge impact
on the offloading decisions. … various bandwidths and network latency) to offload tasks to the …