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 …

Deep reinforcement learning-based multi-objective edge server placement in Internet of Vehicles

J Lu, J Jiang, V Balasubramanian, MR Khosravi… - Computer …, 2022 - Elsevier
In the typical scenario of the Internet of Vehicles (IoV), the edge servers (ESs) are laid out
near the road side units (RSUs) to process the collected data for a variety of IoV services in …

[HTML][HTML] 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 …

Cost-effective edge server network design in mobile edge computing environment

R Luo, H Jin, Q He, S Wu, X Xia - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Mobile edge computing (MEC) deploys edge servers at the base station in the proximity of
users to provide cloud computing-like computing and storage functionalities, which can …

A survey on edge and fog nodes' placement methods, techniques, parameters, and constraints

SA Al‐Asadi, SO Al‐Mamory - IET Networks, 2023 - Wiley Online Library
Abstract Within Edge and Fog computing, edge and fog nodes must be optimally located at
the network edge to minimise the network's overall latency. This survey addresses all …

RESP: A Recursive Clustering Approach for Edge Server Placement in Mobile Edge Computing

AA Vali, S Azizi, M Shojafar - ACM Transactions on Internet Technology, 2024 - dl.acm.org
With the rapid advancement of the Internet of Things (IoT) and 5G networks in smart cities,
the inevitable generation of massive amounts of data, commonly known as big data, has …

A bi-objective workflow scheduling in virtualized fog-cloud computing using NSGA-II with semi-greedy initialization

S Karami, S Azizi, F Ahmadizar - Applied Soft Computing, 2024 - Elsevier
Abstract Virtualized Fog-Cloud Computing (VFCC) has emerged as a promising computing
model in both research and industry. Its inherent characteristics, such as real-time service …

Edge server placement and allocation optimization: a tradeoff for enhanced performance

A Ghasemzadeh, HS Aghdasi, S Saeedvand - Cluster Computing, 2024 - Springer
Considering the expansion of the Internet of Things (IoT) and the volume of data and user
requests, Mobile Edge Computing (MEC) is considered a novel and efficient solution that …

A forecasting-based approach for optimal deployment of edge servers in 5G networks

V Tiwari, C Pandey, D Sinha Roy - Cluster Computing, 2024 - Springer
The growing need for applications with low latency and high bandwidth in 5G networks has
shifted the emphasis towards integrating edge computing into mobile network architectures …

Suitability-based edge server placement strategy in 5G ultra-dense networks

B Li, Y Shi, Y Yuan - 2022 IEEE 25th International Conference …, 2022 - ieeexplore.ieee.org
The emergence of edge computing has greatly improved the computing and storage
capabilities of mobile terminals and IoT devices. However, most of the current research in …