Computation offloading and resource allocation in wireless cellular networks with mobile edge computing

C Wang, C Liang, FR Yu, Q Chen… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… been dedicated to studying computation offloading, resource allocation and content caching,
… jointly consider computation offloading, spectrum and computation resource allocation and …

A computing offloading resource allocation scheme using deep reinforcement learning in mobile edge computing systems

X Li - Journal of Grid Computing, 2021 - Springer
… , this paper proposes a computing offloading resource allocation strategy based on …
computing offloading strategy are constructed. Then, the resource allocation problem in offloading

Joint computation offloading and resource allocation optimization in heterogeneous networks with mobile edge computing

J Zhang, W Xia, F Yan, L Shen - IEEE Access, 2018 - ieeexplore.ieee.org
… communication resources in HetNets and limited computation resources … joint computation
offloading and resource allocationcomputation offloading strategy policy, uplink subchannel …

Energy-efficient resource allocation for mobile-edge computation offloading

C You, K Huang, H Chae… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
… This paper considers resource allocation in a … compute different computation loads with the
same latency constraint. Assuming that computation data can be split for separate computing, …

Decentralized computation offloading and resource allocation for mobile-edge computing: A matching game approach

QV Pham, T Leanh, NH Tran, BJ Park, CS Hong - IEEE Access, 2018 - ieeexplore.ieee.org
… work of computation offloading and resource allocation for mobile-edge computing (MEC)
with multiple servers. Concretely, we aim to minimize the system-wide computation overhead …

Computation offloading and resource allocation in mixed fog/cloud computing systems with min-max fairness guarantee

J Du, L Zhao, J Feng, X Chu - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… , offloading decisions are obtained; then by using the bisection method … computation resource
allocation (BCRA), we propose Algorithm 2 to optimize the computation resource allocation

Deep reinforcement learning based computation offloading and resource allocation for MEC

J Li, H Gao, T Lv, Y Lu - 2018 IEEE wireless communications …, 2018 - ieeexplore.ieee.org
… , we jointly optimize the offloading decision and computational resource allocation. However,
… multi-user computation offloading and resource allocation with mobile edge computing. We …

Computation offloading and resource allocation for cloud assisted mobile edge computing in vehicular networks

J Zhao, Q Li, Y Gong, K Zhang - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
allocation. Since the problem … computation offloading and resource allocation optimization
(CCORAO) scheme, and design a distributed computation offloading and resource allocation (…

Joint optimization strategy of computation offloading and resource allocation in multi-access edge computing environment

H Li, H Xu, C Zhou, X Lü, Z Han - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
offloading decisions of UTDs and the allocation of resources … joint computation offloading
and resource allocation strategy … problem of computation offloading and resource allocation as …

Resource allocation and computation offloading with data security for mobile edge computing

IA Elgendy, W Zhang, YC Tian, K Li - Future Generation Computer Systems, 2019 - Elsevier
resource allocation and computation offloading model with data security to address the
limitations of such devices. First, the computation and radio resources are … of shared resources. In …