Joint edge server placement and service placement in mobile-edge computing

X Zhang, Z Li, C Lai, J Zhang - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
There have been many studies focusing on edge server deployment and service placement
in mobile-edge computing (MEC), respectively, but rare works took both of them into …

Cost-efficient server configuration and placement for mobile edge computing

Z He, K Li, K Li - IEEE Transactions on Parallel and Distributed …, 2021 - ieeexplore.ieee.org
Computing resource configuration and site selection of edge servers (ESs) are two critical
steps to build up a mobile edge computing (MEC) platform. In this paper, the joint …

Dynamic and intelligent edge server placement based on deep reinforcement learning in mobile edge computing

X Jiang, P Hou, H Zhu, B Li, Z Wang, H Ding - Ad Hoc Networks, 2023 - Elsevier
In the era of 5G and beyond, Mobile Edge Computing (MEC) has emerged as a technology
that seamlessly integrates wireless networks and the Internet, enabling low-latency and high …

Edge server placement problem in multi-access edge computing environment: models, techniques, and applications

B Bahrami, MR Khayyambashi, S Mirjalili - Cluster Computing, 2023 - Springer
Abstract Multi-Access Edge Computing (MEC) is known as a promising communication
paradigm that enables IoT and 5G scenarios by using edge servers located in the proximity …

An edge server placement method based on reinforcement learning

F Luo, S Zheng, W Ding, J Fuentes, Y Li - Entropy, 2022 - mdpi.com
In mobile edge computing systems, the edge server placement problem is mainly tackled as
a multi-objective optimization problem and solved with mixed integer programming, heuristic …

Edge server placement in mobile edge computing

S Wang, Y Zhao, J Xu, J Yuan, CH Hsu - Journal of Parallel and Distributed …, 2019 - Elsevier
With the rapid increase in the development of the Internet of Things and 5G networks in the
smart city context, a large amount of data (ie, big data) is expected to be generated, resulting …

Profit-aware edge server placement

Y Li, A Zhou, X Ma, S Wang - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
In a 5G network, mobile-edge computing (MEC) plays a key role in providing low access
delay services. The placement of edge servers not only determines the quality of services on …

Heuristic edge server placement in industrial internet of things and cellular networks

SK Kasi, MK Kasi, K Ali, M Raza, H Afzal… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Rapid developments in industry 4.0, machine learning, and digital twins have introduced
new latency, reliability, and processing restrictions in Industrial Internet of Things (IIoT) and …

An edge server placement algorithm based on graph convolution network

C Ling, Z Feng, L Xu, Q Huang, Y Zhou… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Efficient edge server placement techniques select optimal locations for edge servers to
improve network and energy performance. However, without prior knowledge of users' …

Budget-constrained optimal deployment of redundant services in edge computing environment

P Wang, J Xu, M Zhou, A Albeshri - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
With the development of multiaccess edge computing (also called mobile-edge computing,
MEC), more and more service-based applications are deployed to edge servers in order to …