Energy-efficient computation offloading in vehicular edge cloud computing

X Li, Y Dang, M Aazam, X Peng, T Chen… - IEEE Access, 2020 - ieeexplore.ieee.org
… resource allocation strategy of computation offloading service under a three-layered vehicular
edge cloud computing framework. We model the computation offloading process at the …

Advanced deep learning-based computational offloading for multilevel vehicular edge-cloud computing networks

M Khayyat, IA Elgendy, A Muthanna… - IEEE …, 2020 - ieeexplore.ieee.org
… In this paper, we jointly considered the computational offloading and resource allocation
for a multilevel vehicular edge-cloud computing network in which an optimization problem is …

Intelligent task prediction and computation offloading based on mobile-edge cloud computing

Y Miao, G Wu, M Li, A Ghoneim, M Al-Rakhami… - Future Generation …, 2020 - Elsevier
… set as follows: 1500 computation offloading logs on edge cloud nodes are used as the training
data set of LSTM module, while there are 250 computation offloading logs in test data set. …

A survey on the computation offloading approaches in mobile edge/cloud computing environment: a stochastic-based perspective

A Shakarami, M Ghobaei-Arani, M Masdari… - Journal of Grid …, 2020 - Springer
… Joint computation offloading and prioritized scheduling in mobile edge computing. In 2018
International Conference on High Performance Computing & Simulation (HPCS) (pp. 1000–…

Joint computation offloading and resource allocation for edge-cloud collaboration in internet of vehicles via deep reinforcement learning

J Huang, J Wan, B Lv, Q Ye, Y Chen - IEEE Systems Journal, 2023 - ieeexplore.ieee.org
… burden of the edge layer, one central … offloading and partial offloading to make the task
offloading strategy more flexible. Then, we propose a joint optimization of computation offloading

Algorithmics of cost-driven computation offloading in the edge-cloud environment

M Du, Y Wang, K Ye, C Xu - IEEE Transactions on Computers, 2020 - ieeexplore.ieee.org
… In this paper we studied the computation offloading problem in the edge-cloud environment
with an attempt to minimize the overall service cost. To this end, we proposed a general …

A potential game theoretic approach to computation offloading strategy optimization in end-edge-cloud computing

Y Ding, K Li, C Liu, K Li - IEEE Transactions on Parallel and …, 2021 - ieeexplore.ieee.org
… In this paper, we investigate the computation offloading … is the first work to optimize computation
offloading strategy for UEs, … The computation offloading strategy optimization problems in …

A survey of computational offloading in cloud/edge-based architectures: strategies, optimization models and challenges

MM Alqarni, A Cherif, E Alkayal - KSII Transactions on Internet and …, 2021 - koreascience.kr
… This section highlights the challenges of computation offloading in cloud/edge-based
architectures, discusses the open research issues, and explores future research directions. It has …

Dependency-aware computation offloading for mobile edge computing with edge-cloud cooperation

L Chen, J Wu, J Zhang, HN Dai… - … Transactions on Cloud …, 2020 - ieeexplore.ieee.org
… of edge-cloud collaboration has not been well exploited. We propose a dependency-aware
offloading scheme in MEC with edge-cloud … be sent to the edge or remote cloud. To address …

Intelligent computation offloading and resource allocation in IIoT with end-edge-cloud computing using NSGA-III

K Peng, H Huang, B Zhao, A Jolfaei… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
computation offloading and resource allocation for complex tasks in IIoT. It proposes an
end-edge-cloud collaborative computation offloading … 1) We investigate computation offloading