A novel framework for mobile-edge computing by optimizing task offloading

A Naouri, H Wu, NA Nouri, S Dhelim… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
tasks with low computing and high communication cost. In this article, a three-layer task
offloading … In DCC, the tasks with high computing requirement are offloaded to the cloudlet layer …

A greedy algorithm for task offloading in mobile edge computing system

F Wei, S Chen, W Zou - China Communications, 2018 - ieeexplore.ieee.org
… will investigate an MEC system in which mobile users offload their computation tasks to one
MEC server through one-hop wireless channels. As the shortage of computing and channel …

Deep reinforcement learning for task offloading in mobile edge computing systems

M Tang, VWS Wong - IEEE Transactions on Mobile Computing, 2020 - ieeexplore.ieee.org
… In this work, we focus on the task offloading problem in an MEC system and propose a
distributed algorithm that addresses the unknown load level dynamics at the edge nodes. …

Task offloading and resource allocation in mobile-edge computing system

TY Kan, Y Chiang, HY Wei - 2018 27th wireless and optical …, 2018 - ieeexplore.ieee.org
mobile devices can offload tasks to not only the MBS but also the SBS. However, only the
MBS is equipped with the MEC server, so the tasks offloaded … of offloading decision and …

A survey on task offloading in multi-access edge computing

A Islam, A Debnath, M Ghose, S Chakraborty - Journal of Systems …, 2021 - Elsevier
… Few survey papers talk about task offloading in MEC, but most of them do not have in-… MEC
task offloading. In this paper, we are providing a comprehensive survey on the task offloading

Joint task offloading and resource allocation for energy-constrained mobile edge computing

H Jiang, X Dai, Z Xiao, A Iyengar - … on Mobile Computing, 2022 - ieeexplore.ieee.org
… the problem of task offloading and resource allocation in mobile edge computing (MEC). To
… ) of end-users, mobile devices (MDs) may offload their tasks to edge servers based on the …

Joint task offloading scheduling and transmit power allocation for mobile-edge computing systems

Y Mao, J Zhang, KB Letaief - 2017 IEEE wireless …, 2017 - ieeexplore.ieee.org
… execution, the task input … task offloading scheduling decision for the 𝑁 tasks as 𝝈 ≜ [𝜎1,𝜎2,
⋅⋅⋅ ,𝜎Ν ], which is a permutation of the task indices and Tσ𝑖 is the 𝑖th task being offloaded

Joint task offloading and resource allocation for multi-server mobile-edge computing networks

TX Tran, D Pompili - IEEE Transactions on Vehicular …, 2018 - ieeexplore.ieee.org
… design a holistic solution for joint task offloading and resource allocation in a multi-server
MECassisted network so as to maximize the users’ offloading gains. Specifically, we consider a …

Task offloading for mobile edge computing in software defined ultra-dense network

M Chen, Y Hao - IEEE Journal on Selected Areas in …, 2018 - ieeexplore.ieee.org
… is no exiting work on the task offloading for mobile edge computing in ultra-dense network.
By introducing SDN technology, this paper proposes a task offloading scheme in a software …

Task offloading and resource allocation for mobile edge computing by deep reinforcement learning based on SARSA

T Alfakih, MM Hassan, A Gumaei, C Savaglio… - Ieee …, 2020 - ieeexplore.ieee.org
systems (CPSS), as for example in traffic violation tracking cameras. We assume that there
are mobile edge computing … of multiple access points, multi-edge servers, and N MDs, where …