Task migration computation offloading with low delay for mobile edge computing in vehicular networks

B Qiao, C Liu, J Liu, Y Hu, K Li… - … and Computation: Practice …, 2022 - Wiley Online Library
Nowadays, a new paradigm named mobile edge computing (MEC) is capable of supplying
some cloud‐like functions at the edges of wireless networks, which enables vehicles to …

Computation-Efficient Offloading and Power Control for MEC in IoT Networks by Meta Reinforcement Learning

MA Hossain, W Liu, N Ansari - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
Due to the proliferation of devices and the availability of computing servers, mobile edge
computing (MEC) has gained popularity in executing various computational tasks. MEC …

A novel hierarchical distributed vehicular edge computing framework for supporting intelligent driving

K Yang, P Sun, D Yang, J Lin, A Boukerche, L Song - Ad Hoc Networks, 2024 - Elsevier
Recently, various infrastructure-assisted or onboard driving assistant applications have
been proposed as a component of intelligent transportation systems (ITS) to improve the …

Stackelberg Game-Based Bandwidth Allocation and Resource Pricing for Multi-User in MEC System

Z Tong, Y Zhang, J Mei, W Ai, K Li… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
With the rapid development of artificial intelligence, a substantial number of computing-
intensive applications have emerged in Internet of Things (IoT) devices. The mobile edge …

On incentivizing resource allocation and task offloading for cooperative edge computing

W Chu, X Jia, Z Yu, JCS Lui, Y Lin - Computer Networks, 2024 - Elsevier
Cooperative edge computing serves as an effective solution to provide reliable and elastic
edge computing services through pooling geographically proximate edge resources and …

HierRL: Hierarchical reinforcement learning for task scheduling in distributed systems

Y Guan, YT Liu, Y Li, X Xu - 2022 International Joint Conference …, 2022 - ieeexplore.ieee.org
The distributed system Ray has attracted much attention for many decision-making
applications. It provides a flexible and powerful distributed running mechanism for the …

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 …

Popec: Paoi-centric task offloading with priority over unreliable channels

N Qiao, S Yue, Y Zhang, J Ren - IEEE/ACM Transactions on …, 2024 - ieeexplore.ieee.org
Freshness-aware computation offloading has garnered increasing attention recently in the
realm of edge computing, driven by the need to promptly obtain up-to-date information and …

UEE-Delay Balanced Online Resource Optimization for Cooperative MEC-enabled Task Offloading in Dynamic Vehicular Networks

J Su, Z Liu, Y Xie, Y Li, K Ma… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Mobile edge computing (MEC), pushing the centralized cloud computing, storage, and
communication capability to the edge close to vehicular terminals, is proposed as a …

Application loading and computing allocation for collaborative edge computing

Y Sun, X Xie, F Wu, S Zhang, S Xu, Y Wu - IEEE Access, 2021 - ieeexplore.ieee.org
The emergence of Mobile Edge Computing (MEC) provides a near-field tasking platform to
meet the latency requirements of the growing number of compute-intensive mobile …