Results 41 to 50 of about 4,861 (115)

Fuzzy chance constraint-based task offloading for MEC under uncertainties with joint multi-network collaboration and privacy preservation

Journal of King Saud University: Computer and Information Sciences
While multi-access edge computing (MEC) enables flexible task offloading, the inherent dynamism and complexity of real-world environments, accompanied by various uncertainties, exacerbate the challenges in offloading optimization. However, the limitation
Xiaomin Jin, Yuxuan Song, Yanping Chen, Zhongmin Wang   +3 more
doaj   +1 more source

Task offloading delay minimization in vehicular edge computing based on vehicle trajectory prediction

Digital Communications and Networks
In task offloading, the movement of vehicles causes the switching of connected RSUs and servers, which may lead to task offloading failure or high service delay. In this paper, we analyze the impact of vehicle movements on task offloading and reveal that
Feng Zeng, Zheng Zhang, Jinsong Wu
doaj   +1 more source

GCN and DRL based on dependent task offloading mechanism in edge computing

Digital Communications and Networks
Task offloading is critical for optimizing resource allocation in edge computing systems. In practical scenarios, user applications often comprise multiple interdependent tasks, where both task dependencies and parallelism strongly affect offloading ...
Ruiqi Tong, Shaoyong Guo, Xuesong Qiu, Feng Qi, Dongxiao Yu   +4 more
doaj   +1 more source

Enabling Efficient Partial Task Offloading in Heterogeneous Vehicular Networks: A H-PPO Driven Framework

IEEE Open Journal of the Communications Society
Vehicular edge computing (VEC) supports real-time applications by offloading tasks to nearby servers, but traditional single radio access technology (RAT) VEC systems fail to meet diverse QoS demands.
Xuecai Bao, Zhixuan Ji, Fenghui Zhang, Jugeng Nie, Hongbo Zhu   +4 more
doaj   +1 more source

A Load-Aware Task Offloading Method for Mobile Edge Computing Under Eligibility Constraints

Future Internet
Mobile edge computing (MEC) enables computation-intensive and latency-sensitive tasks to be offloaded from mobile devices to nearby edge servers. Most existing MEC task offloading studies formulate offloading as a selection problem over a fixed or fully ...
Yarong Liu, Zijian Che, Xiaolan Xie
doaj   +1 more source

SRA-E-ABCO: terminal task offloading for cloud-edge-end environments

Journal of Cloud Computing: Advances, Systems and Applications
The rapid development of the Internet technology along with the emergence of intelligent applications has put forward higher requirements for task offloading.
Shun Jiao, Haiyan Wang, Jian Luo
doaj   +1 more source

Computation task offloading algorithm and system level simulation for vehicles

物联网学报, 2019
With the development of autonomous driving and vehicular network,more and more vehicles will have powerful computing capabilities and connection with each other via wireless network.These computing resources can not only be applied to automatic driving ...
Qicheng ZENG, Yuxuan SUN, Sheng ZHOU
doaj  

Cooperative Computation for Multiuser Task Offloading in Wireless-Powered MEC Systems. [PDF]

Sensors (Basel)
Zheng Y, Tang F, Li D, Wang Y.
europepmc   +1 more source

Energy- and Cost-Efficient Healthcare Task Offloading via Network Edge Digital Twin. [PDF]

Sensors (Basel)
Jadoon A, Chi HR, Corujo D, Ferrão FJ, Aguiar RL.   +4 more
europepmc   +1 more source

GTGO-driven joint task offloading and resource allocation with explainable AI in vehicular edge computing. [PDF]

PLoS One
Moudgil A, Rani S, Khan F.
europepmc   +1 more source