Computation offloading in mobile edge computing networks: A survey

C Feng, P Han, X Zhang, B Yang, Y Liu… - Journal of Network and …, 2022 - Elsevier
Computation offloading is one of the key technologies in Mobile Edge Computing (MEC),
which makes up for the deficiencies of mobile devices in terms of storage resource …

Recent advances in collaborative scheduling of computing tasks in an edge computing paradigm

S Chen, Q Li, M Zhou, A Abusorrah - Sensors, 2021 - mdpi.com
In edge computing, edge devices can offload their overloaded computing tasks to an edge
server. This can give full play to an edge server's advantages in computing and storage, and …

Partial and cost-minimized computation offloading in hybrid edge and cloud systems

H Yuan, J Bi, Z Wang, J Yang, J Zhang - Expert Systems with Applications, 2024 - Elsevier
Nowadays, numerous mobile devices (MDs) provide nearly anytime and anywhere services,
running on top of various computation-intensive applications. However, bearing limited …

Digital twin-driven intelligent task offloading for collaborative mobile edge computing

Y Zhang, J Hu, G Min - IEEE Journal on Selected Areas in …, 2023 - ieeexplore.ieee.org
Collaborative mobile edge computing (MEC) is a new paradigm that allows cooperative
peer offloading among distributed MEC servers to balance their computing workloads …

DNN partition and offloading strategy with improved particle swarm genetic algorithm in VEC

C Li, L Chai, K Jiang, Y Zhang, J Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicular edge computing (VEC) is a novel computing paradigm, which is designed to
satisfy the growing computation and communication needs of vehicle systems. With the …

Energy efficient joint computation offloading and service caching for mobile edge computing: A deep reinforcement learning approach

H Zhou, Z Zhang, Y Wu, M Dong… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) meets the delay requirements of emerging applications and
reduces energy consumption by pushing cloud functions to the edge of the networks …

Cost-Minimized Computation Offloading and User Association in Hybrid Cloud and Edge Computing

J Bi, Z Wang, H Yuan, J Zhang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Smart mobile devices (SMDs) are integral for running advanced applications that demand
significant computing resources and quick response time, eg, immersive gaming and …

Digital twin-assisted URLLC-enabled task offloading in mobile edge network via robust combinatorial optimization

Y Hao, J Wang, D Huo, N Guizani… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Digital twin (DT)-assisted mobile edge network can achieve energy-efficient task offloading
by optimizing the decision-making in real time. Although many DT-assisted task offloading …

Ubiquitous computation in internet of vehicles for human-centric transport systems

I Ullah, F Ali, H Khan, F Khan, X Bai - Computers in Human Behavior, 2024 - Elsevier
Abstract The Internet of Vehicles (IoV) has the potential to bring about a revolutionary
transformation in transportation through its influence on human behavior and interactions …

Deep reinforcement learning for multi-hop offloading in UAV-assisted edge computing

NT Hoa, NC Luong, D Van Le… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this article, we propose a unmanned aerial vehicle (UAV)-assisted multi-hop edge
computing (UAV-assisted MEC) system in which a UE can offload its task to multiple UAVs in …