Resource management in mobile edge computing: a comprehensive survey

X Zhang, S Debroy - ACM Computing Surveys, 2023 - dl.acm.org
With the evolution of 5G and Internet of Things technologies, Mobile Edge Computing (MEC)
has emerged as a major computing paradigm. Compared to cloud computing, MEC …

Smart resource allocation for mobile edge computing: A deep reinforcement learning approach

J Wang, L Zhao, J Liu, N Kato - IEEE Transactions on emerging …, 2019 - ieeexplore.ieee.org
The development of mobile devices with improving communication and perceptual
capabilities has brought about a proliferation of numerous complex and computation …

Resource management and task scheduling for IoT using mobile edge computing

MT Quasim - Wireless Personal Communications, 2021 - Springer
The active field of research is to achieve fast answers with minimal energy usage in mobile
edge computing. The latest development of mobile edge computing (MEC) is a new model …

A deep learning approach for mobility-aware and energy-efficient resource allocation in MEC

Z Ali, S Khaf, ZH Abbas, G Abbas, F Muhammad… - IEEE …, 2020 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) has emerged as an alternative to cloud computing to meet
the latency and Quality-of-Service (QoS) requirements of mobile devices. In this paper, we …

Priority-based resource allocation scheme for mobile edge computing

Z Sharif, LT Jung, M Ayaz - 2022 2nd International Conference …, 2022 - ieeexplore.ieee.org
Edge computing offers cloud-like services at the edge of mobile network to meet the
increasing user demands for delay sensitive and rapid computation applications. But it is …

Resource calendaring for mobile edge computing: centralized and decentralized optimization approaches

B Xiang, J Elias, F Martignon, E Di Nitto - Computer Networks, 2021 - Elsevier
Abstract Mobile Edge Computing (MEC) is a key technology for the deployment of next
generation (5G and beyond) mobile networks. The computational power it provides at the …

A taxonomy for management and optimization of multiple resources in edge computing

K Toczé, S Nadjm-Tehrani - Wireless Communications and …, 2018 - Wiley Online Library
Edge computing is promoted to meet increasing performance needs of data‐driven services
using computational and storage resources close to the end devices at the edge of the …

Resource management using machine learning in mobile edge computing: A survey

M Zamzam, T Elshabrawy… - 2019 Ninth International …, 2019 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) aims to overcome the limited terminal battery and
processing capabilities associated with running applications in the mobile terminal and the …

Dynamic resource management and cyber foraging

J Porras, O Riva, M Darø Kristensen - Middleware for Network Eccentric …, 2009 - Springer
Mobile devices such as PDAs and mobile phones are rapidly advancing to become full-
fledged personal computing devices. In particular, besides supporting phone calls, mobile …

User allocation in mobile edge computing: A deep reinforcement learning approach

SP Panda, A Banerjee… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
In recent times, the need for low latency has made it necessary to deploy application
services physically and logically close to the users rather than using the cloud for hosting …