Deep reinforcement learning based computing offloading for MEC-assisted heterogeneous vehicular networks

F Li, Y Lin, N Peng, Y Zhang - 2020 IEEE 20th International …, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) is a promising technology that sinks cloud computing down
to the edge of the cellular network, so as to reduce latency and network congestion. In this …

BEGIN: Big data enabled energy-efficient vehicular edge computing

Z Zhou, H Yu, C Xu, Z Chang, S Mumtaz… - IEEE …, 2018 - ieeexplore.ieee.org
Vehicular edge computing is essential to support future emerging multimedia-rich and delay-
sensitive applications in vehicular networks. However, the massive deployment of edge …

A time-and energy-efficient massive mimo-noma mec offloading technique: A distributed admm approach

MH Alharbi, M Jun, H Liu - GLOBECOM 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Mobile edge computing (MEC) is an emerging platform that enables mobile devices to
offload computation intensive tasks to the edge servers co-located with base stations (BSs) …

Optimized Transceiver Design for Over-the-Air Distributed Computation over Cell-Free Massive MIMO Network

F Han, Q Li, Y Gong - … on Personal, Indoor and Mobile Radio …, 2023 - ieeexplore.ieee.org
Our paper presents a MapReduce-based wireless distributed computing framework
designed to handle data-intensive computing on edge devices with limited storage. The …

User-oriented green computation in small cell networks with mobile edge computing

Y Cheng, P Zhao, L Wang - … of the 4th International Conference on …, 2018 - dl.acm.org
Mobile edge computing (MEC) is significant in reducing the energy consumption of user
equipment (UE), since the computation task can be transferred to MEC server through …

Hybrid Task Offloading and Resource Optimization in Vehicular Edge Computing Networks

Y Liu, C Tan, K Wang, W Chen - IEEE Wireless …, 2024 - ieeexplore.ieee.org
In this paper, we propose a hybrid frequency division multiple access (FDMA)-non-
orthogonal-multiple-access (NOMA)-assisted computation offloading framework for …

Performance on Massive Mimo Enabled Mobile Edge Computing Networks: Parallel Computing Modeling

B Wang, T Zhang, T Shi, Y Wang - Available at SSRN 4745146 - papers.ssrn.com
With the development of communication and computation technologies, mobile edge
computing (MEC) has become an emerging technology being deployed in 5G/B5G mobile …

Energy‐Efficient Mobile Edge Computing: Three‐Tier Computing under Heterogeneous Networks

Y Pei, Z Peng, Z Wang, H Wang - … Communications and Mobile …, 2020 - Wiley Online Library
Mobile edge computing (MEC) is a promising technique to meet the demands of computing‐
intensive and delay‐sensitive applications by providing computation and storage …

An economic cost-saving strategy based on a hybrid 4G-5G offload architecture in vehicular edge computing

L Shi, F Zhao, S Zhao, Z Lyu… - International Journal of …, 2023 - inderscienceonline.com
The excellent transmission performance of 5G provides reliable support for vehicular edge
computing (VEC). However, due to the drawbacks of small coverage area and high energy …

Joint wireless resource and computation offloading optimization for energy efficient internet of vehicles

D Pliatsios, P Sarigiannidis, TD Lagkas… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The Internet of Vehicles (IoV) is an emerging paradigm, which is expected to be an integral
component of beyond-fifth-generation and sixth-generation mobile networks. However, the …