Task offloading in vehicular edge computing networks: A load-balancing solution

J Zhang, H Guo, J Liu, Y Zhang - … Transactions on Vehicular …, 2019 - ieeexplore.ieee.org
… propose an SDN-based task offloading architecture. Different from … load balancing of the
computation resources at the edge servers, and an SDN-based load balancing task offloading

Network slicing with load-balancing for task offloading in vehicular edge computing

K Hejja, S Berri, H Labiod - Vehicular Communications, 2022 - Elsevier
… To efficiently utilize the edge nodes' resources, network slicing and load-balancing features
… for Vehicular Edge Computing (VEC) with network slicing and load-balancing based on …

Intelligent task offloading in vehicular edge computing networks

H Guo, J Liu, J Ren, Y Zhang - IEEE Wireless Communications, 2020 - ieeexplore.ieee.org
… ), and cannot provide load-balancing on MEC server selection. Different from these solutions,
we take the impact of different communications mode on the computation tasks’ processing …

Joint load balancing and offloading in vehicular edge computing and networks

Y Dai, D Xu, S Maharjan… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
load balancing and offloading such that each vehicle can select one VEC server and offload
parts of its computation task for edge … Different from the task offloading in the previous works …

Game-based task offloading and resource allocation for vehicular edge computing with edge-edge cooperation

W Fan, M Hua, Y Zhang, Y Su, X Li… - … on Vehicular …, 2023 - ieeexplore.ieee.org
… the total task computing delay of … edge-edge task offloading as a part of their optimization
problem to globally maximize the total system utility. The load balancing, partial task offloading, …

Deep Reinforcement Learning-Based Task Offloading and Load Balancing for Vehicular Edge Computing

Z Wu, Z Jia, X Pang, S Zhao - Electronics, 2024 - mdpi.com
… On the basis of the above considerations, we design a task-offloading and load-balancing
decision scheme based on DRL called TOLB. Our main contributions can be summarized as …

Efficient task allocation for computation offloading in vehicular edge computing

Z Zhang, F Zeng - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
task offloading. In this paper, we focus on task offloading allocation for the requesting vehicle
… Aiming at load balancing of edge server computing resources, Zhang [31] et al. introduced …

[HTML][HTML] Joint load balancing and offloading optimization in multiple parked vehicle-assisted edge computing

X Hu, X Tang, Y Yu, S Qiu, S Chen - … and Mobile Computing, 2021 - hindawi.com
task offloading in vehicular networks are firstly introduced. The system model for multiple
parked vehicle-assisted edge computing … among multiple tasks and multiple computing nodes …

Joint optimization of computation offloading and task scheduling in vehicular edge computing networks

J Sun, Q Gu, T Zheng, P Dong, A Valera, Y Qin - Ieee Access, 2020 - ieeexplore.ieee.org
… improve vehicular services by performing computation offloading … , the task offloading algorithm
that efficiently optimizes taskload balancing and offloading in vehicular edge computing

BARGAIN-MATCH: A game theoretical approach for resource allocation and task offloading in vehicular edge computing networks

Z Sun, G Sun, Y Liu, J Wang… - … on Mobile Computing, 2023 - ieeexplore.ieee.org
… execution have not been jointly explored for task offloading and resource … task offloading
in the VEC network, where the stringent requirements of tasks, the heterogeneity among tasks