A comprehensive review of computing paradigms, enabling computation offloading and task execution in vehicular networks

A Waheed, MA Shah, SM Mohsin, A Khan… - IEEE …, 2022 - ieeexplore.ieee.org
Road safety, optimized traffic management, and passenger comfort have always been the
primary goals of the vehicle networking research community. Advances in computer and …

Computing offloading strategy in mobile edge computing environment: A comparison between adopted frameworks, challenges, and future directions

S Zhou, W Jadoon, IA Khan - Electronics, 2023 - mdpi.com
With the proliferation of the Internet of Things (IoT) and the development of wireless
communication technologies such as 5G, new types of services are emerging and mobile …

Partial computation offloading in NOMA-assisted mobile-edge computing systems using deep reinforcement learning

TP Truong, TV Nguyen, W Noh… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Mobile-edge computing (MEC) and nonorthogonal multiple access (NOMA) have been
regarded as promising technologies for beyond fifth-generation (B5G) and sixth-generation …

Cooperative computation offloading and resource allocation for delay minimization in mobile edge computing

Z Kuang, Z Ma, Z Li, X Deng - Journal of Systems Architecture, 2021 - Elsevier
Mobile edge computing (MEC) is a promising paradigm, which brings computation
resources in proximity to mobile devices and allows the tasks of mobile devices to be …

Online computation offloading with double reinforcement learning algorithm in mobile edge computing

L Liao, Y Lai, F Yang, W Zeng - Journal of Parallel and Distributed …, 2023 - Elsevier
Smart mobile devices have recently emerged as a promising computing platform for
computation tasks. However, the task performance is restricted by the computing power and …

Multiobjective oriented task scheduling in heterogeneous mobile edge computing networks

J Li, Y Shang, M Qin, Q Yang, N Cheng… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
6G wireless networks have raised increasing attention with computation-sensitive services
such as AI Internet of things (AIoT) and mobile augmented reality/virtual reality (AR/VR) …

Cost-effective task offloading in NOMA-enabled vehicular mobile edge computing

J Du, Y Sun, N Zhang, Z Xiong, A Sun… - IEEE Systems …, 2022 - ieeexplore.ieee.org
Nonorthogonal multiple access (NOMA) and mobile edge computing (MEC) are two key
emerging technologies for vehicular networks, where NOMA allows multiple vehicular user …

Stackelberg game of energy consumption and latency in MEC systems with NOMA

K Wang, Z Ding, DKC So… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
In this article, a two-user scenario of a non-orthogonal multiple access (NOMA)-based
mobile edge computing (MEC) network is investigated. By treating the users and the MEC …

Joint channel allocation and resource management for stochastic computation offloading in MEC

J Ren, KM Mahfujul, F Lyu, S Yue… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
To accommodate ever-increasing computational workloads while satisfying the
requirements of delay-sensitive tasks, mobile edge computing (MEC) is proposed to offload …

Sub-channel scheduling, task assignment, and power allocation for OMA-based and NOMA-based MEC systems

K Wang, F Fang, DB Da Costa… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
In this paper, sub-channel scheduling, task assignment and power allocation are
investigated for orthogonal multiple access (OMA)-based and non-orthogonal multiple …