DRL-based partial offloading for maximizing sum computation rate of wireless powered mobile edge computing network

S Zhang, H Gu, K Chi, L Huang, K Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… compared with local computing and data offloading, the energy consumed for collecting the
CSI can be ignored [5], [14]. We consider the system adopting the partial offloading policy. At …

Computing offloading in vehicular edge computing networks: Full or partial offloading?

C Ren, G Zhang, X Gu, Y Li - 2022 IEEE 6th Information …, 2022 - ieeexplore.ieee.org
… backhaul network. This paper proposes a joint computing offloading and transmit power
allocation scheme for vehicular edge computing networks. Specifically, the vehicle with limited …

[HTML][HTML] Adaptive delay-energy balanced partial offloading strategy in Mobile Edge Computing networks

S Liu, Y Yu, L Guo, PL Yeoh, B Vucetic, Y Li - … and Networks, 2022 - Elsevier
… Hence, in this paper, we consider an MEC network with partial offloading due to its general
partial offloading network model where user i offloads its partial or complete computation

Multi-hop multi-task partial computation offloading in collaborative edge computing

Y Sahni, J Cao, L Yang, Y Ji - IEEE Transactions on Parallel …, 2020 - ieeexplore.ieee.org
… joint partial offloading and flow scheduling heuristic (JPOFH) that decides partial offloading
… The work in this paper jointly formulates the partial computation offloading and network flow …

Intelligent delay-aware partial computing task offloading for multiuser industrial Internet of Things through edge computing

X Deng, J Yin, P Guan, NN Xiong… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
… to coordinate the computing task offloading among multiple … partial offloading system for
delay-sensitive computation tasks in multiuser IIoT MEC systems. Our goal is to provide offload

[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
… in MEC, ie, Computation Offloading (CO). They also discussed the current research directions
on the offloading decisions, either fully or partially offloading computation to MEC, and …

Latency minimization for D2D-enabled partial computation offloading in mobile edge computing

U Saleem, Y Liu, S Jangsher, X Tao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… integrated framework for partial offloading and interference … desired energy consumption,
partial offloading, and resource … a novel scheme named Joint Partial Offloading and Resource …

A digital twin-assisted intelligent partial offloading approach for vehicular edge computing

L Zhao, Z Zhao, E Zhang, A Hawbani… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
… in making sound offload decisions in the physical world. Thus, this paper proposes an
intelligent partial offloading scheme, namely, Digital TwinAssisted Intelligent Partial Offloading (…

Service-oriented energy-latency tradeoff for IoT task partial offloading in MEC-enhanced multi-RAT networks

M Qin, N Cheng, Z Jing, T Yang, W Xu… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
… for partial task offloading in the MEC-enhanced multi-RAT network, considering the limitation
of energy and computing in … 1) We propose a novel task computation offloading the MEC …

Online partial offloading and task scheduling in SDN-fog networks with deep recurrent reinforcement learning

J Baek, G Kaddoum - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
… Since we consider a partial offloading model, the computation offloading decision for … of
partial offloading over full offloading, we compare the proposed DRQN-based partial offloading