A survey on computation offloading in edge systems: From the perspective of deep reinforcement learning approaches

P Peng, W Lin, W Wu, H Zhang, S Peng, Q Wu… - Computer Science …, 2024 - Elsevier
Driven by the demand of time-sensitive and data-intensive applications, edge computing
has attracted wide attention as one of the cornerstones of modern service architectures. An …

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… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicular edge computing (VEC) is emerging as a promising architecture of vehicular
networks (VNs) by deploying the cloud computing resources at the edge of the VNs …

Energy and latency efficient joint communication and computation optimization in a multi-UAV-assisted MEC network

F Pervez, A Sultana, C Yang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV)-assisted mobile edge computing (MEC) system is a
prominent strategy where a UAV equipped with an MEC server is deployed to serve terminal …

Joint task offloading and resource allocation in aerial-terrestrial UAV networks with edge and fog computing for post-disaster rescue

G Sun, L He, Z Sun, Q Wu, S Liang, J Li… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are playing an increasingly important role in assisting fast-
response post-disaster rescue due to their fast deployment, flexible mobility, and low cost …

Computation offloading techniques in edge computing: A systematic review based on energy, QoS and authentication

Kanupriya, I Chana, RK Goyal - Concurrency and Computation …, 2024 - Wiley Online Library
In today's era, Internet of Things (IoT) devices generate a vast amount of data, which is
typically stored in the cloud environment and can be accessed by edge and IoT devices. The …

MOTO: Mobility-aware online task offloading with adaptive load balancing in small-cell MEC

S Duan, F Lyu, H Wu, W Chen, H Lu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Mobile edge computing is a promising computing paradigm enabling mobile devices to
offload computation-intensive tasks to nearby edge servers. However, within small-cell …

Efficient task allocation for computation offloading in vehicular edge computing

Z Zhang, F Zeng - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
In vehicular edge computing, the edge servers may be overloaded once too many vehicles
request the task offloading service, which will cause task offloading failure or the high …