Joint optimization of request assignment and computing resource allocation in multi-access edge computing

H Liu, X Long, Z Li, S Long, R Ran… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the development of multi-access edge computing (MEC), the cloudlet at the edge of the
network can provide nearby high-performance computing services, thus reducing the …

Graph tasks offloading and resource allocation in multi-access edge computing: a DRL-and-optimization-aided approach

J Li, B Gu, Z Qin, Y Han - IEEE Transactions on Network …, 2023 - ieeexplore.ieee.org
Timely and appropriate task offloading is difficult to achieve due to strong coupling between
tasks, uncertainty of computing resources and the dynamics of environment. In this article, a …

Online optimal service selection, resource allocation and task offloading for multi-access edge computing: A utility-based approach

W Chu, P Yu, Z Yu, JCS Lui… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Multi-access edge computing promises satisfactory user experience by offloading tasks to
the MEC server deployed at the network edge. However, since the MEC server is often …

Joint service caching and task offloading in multi-access edge computing: A QoE-based utility optimization approach

XQ Pham, TD Nguyen, V Nguyen… - IEEE Communications …, 2020 - ieeexplore.ieee.org
In multi-access edge computing (MEC), computation tasks offloaded from users are usually
associated with specific services that need to be cached in MEC nodes to enable task …

TD-EUA: Task-decomposable edge user allocation with QoE optimization

G Zou, Y Liu, Z Qin, J Chen, Z Xu, Y Gan… - … , ICSOC 2020, Dubai …, 2020 - Springer
The edge user allocation (EUA) problem has attracted a lot of attention recently. EUA aims at
allocating edge users to nearby edge servers strategically to ensure low-latency network …

Joint bandwidth allocation and task offloading in multi-access edge computing

S Song, S Ma, X Zhu, Y Li, F Yang, L Zhai - Expert Systems with …, 2023 - Elsevier
In recent years, multi-access edge computing (MEC) has become a hot topic. With its
distributed characteristics, MEC provides more possibilities for delay-sensitive tasks. In this …

Service placement and user assignment in multi-access edge computing with base-station failure

H Taka, F He, E Oki - … Symposium on Quality of Service (IWQoS …, 2022 - ieeexplore.ieee.org
Multi-access edge computing (MEC) enables users to exploit the resources of cloud
computing at a base station (BS) in proximity to the users where an MEC server is hosted …

New three-tier game-theoretic approach for computation offloading in multi-access edge computing

F You, W Ni, J Li, A Jamalipour - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, a new game-theoretic multi-layer computing resource and network resource
allocation algorithm is proposed for computation offloading in Multi-access Edge Computing …

When edge caching meets a budget: Near optimal service delivery in multi-tiered edge clouds

Q Xia, W Ren, Z Xu, X Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
More and more artificial intelligence (AI) applications, such as virtual reality (VR) and video
analytics, are rapidly progressing towards enterprise and end-users with the promise of …

Cost-effective traffic scheduling and resource allocation for edge service provisioning

Z Xiang, Y Zheng, Z Zheng, S Deng… - IEEE/ACM …, 2023 - ieeexplore.ieee.org
The multi-access edge computing (MEC) paradigm has emerged as a critical solution to
address the exponential growth in mobile web services and devices. By implementing an …