Mobility-aware computation offloading with load balancing in smart city networks using MEC federation

H Huang, W Zhan, G Min, Z Duan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Internet-of-Things (IoT) has played a critical role in developing sustainable smart cities and
emerging numerous latency-sensitive IoT applications. Mobile edge computing (MEC) …

Joint computation offloading and user association in multi-task mobile edge computing

Y Dai, D Xu, S Maharjan… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Computation intensive and delay-sensitive applications impose severe requirements on
mobile devices of providing required computation capacity and ensuring latency. Mobile …

Reinforcement learning-based joint task offloading and migration schemes optimization in mobility-aware MEC network

D Wang, X Tian, H Cui, Z Liu - China Communications, 2020 - ieeexplore.ieee.org
Intelligent edge computing carries out edge devices of the Internet of things (IoT) for data
collection, calculation and intelligent analysis, so as to proceed data analysis nearby and …

Joint social-aware and mobility-aware computation offloading in heterogeneous mobile edge computing

C Xu, C Xu, B Li, S Li, T Li - IEEE Access, 2022 - ieeexplore.ieee.org
With increasing computation-intensive tasks of various applications running on mobile
devices, the limitation of computing resources and battery capacity on mobile devices makes …

Computation offloading for distributed mobile edge computing network: A multiobjective approach

F Sufyan, A Banerjee - IEEE Access, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) is emerging as a cornerstone technology to address the
conflict between resource-constrained smart devices (SDs) and the ever-increasing …

[PDF][PDF] Energy-efficient task offloading, load balancing, and resource allocation in mobile edge computing enabled IoT networks

S Li, D Zhai, P Du, T Han - Science China. Information Sciences, 2019 - scis.scichina.com
Dear editor, The constraints on energy supply for smart mobile devices (SMDs) have
obstructed the development of IoT. Mobile edge computing (MEC)[1] is a promising way to …

Mobility-aware computation offloading with adaptive load balancing in small-cell MEC

F Lyu, Z Dong, H Wu, S Duan, F Wu… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
Mobile edge computing (MEC) is a promising computing paradigm enabling mobile devices
to offload computation-intensive tasks to nearby edge servers for fast processing. In this …

Deep reinforcement learning based joint partial computation offloading and resource allocation in mobility-aware MEC system

L Wang, G Zhang - China Communications, 2022 - ieeexplore.ieee.org
Mobile edge computing (MEC) emerges as a paradigm to free mobile devices (MDs) from
increasingly dense computing workloads in 6G networks. The quality of computing …

Mobile edge computing and networking for green and low-latency Internet of Things

K Zhang, S Leng, Y He, S Maharjan… - IEEE Communications …, 2018 - ieeexplore.ieee.org
IoT, a heterogeneous interconnection of smart devices, is a great platform to develop novel
mobile applications. Resource constrained smart devices, however, often become the …

DDPG-based computation offloading and service caching in mobile edge computing

L Chen, G Gong, K Jiang, H Zhou… - IEEE INFOCOM 2022 …, 2022 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) migrates the computing center to the network edge to
provide computing services for Mobile Users (MUs). However, due to the limited capacity of …