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 …

Cost-effective server deployment for multi-access edge networks: a cooperative scheme

R Cong, Z Zhao, L Zhang, G Min - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The combination of 5G/6G and edge computing has been envisioned as a promising
paradigm to empower pervasive and intensive computing for the Internet-of-Things (IoT) …

CoopEdge: cost-effective server deployment for cooperative multi-access edge computing

R Cong, Z Zhao, L Zhang, G Min - 2022 19th Annual IEEE …, 2022 - ieeexplore.ieee.org
The combination of 5G and edge computing has been envisioned as a promising paradigm
to empower pervasive and intensive computing for the Internet-of-Things (IoT). High …

Learning-driven service caching in MEC networks with bursty data traffic and uncertain delays

W Ren, Z Xu, W Liang, H Dai, OF Rana, P Zhou… - Computer Networks, 2024 - Elsevier
Mobile edge computing (MEC) provides extremely low-latency services for mobile users, by
attaching computing resources to 5G base stations in an MEC network. Network service …

Maximizing Coverage and Energy Conservation in B5G Networks Using Hexagonal Tiling to Deploy FT-S2ES

V Tiwari, C Pandey, SS Yadav, DS Roy… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Edge Servers (ESs) enhance the efficiency and reliability of modern Beyond Fifth-
Generation (B5G) network systems by reducing latency, boosting responsiveness, and …

Deep reinforcement learning based rendering service placement for cloud gaming in mobile edge computing systems

Y Gao, Z Li - 2023 IEEE 47th Annual Computers, Software, and …, 2023 - ieeexplore.ieee.org
In recent years, the advancement of 4G/5G network technologies and smart devices has led
to an increasing demand for smooth, massively multiplayer online games on mobile …

A Discrete Grey Wolf Optimizer Metaheuristic for Task Offloading in Multi-Server MEC with Batteryless Devices

Y Tang, G Yin, P Cong, J Sun… - 2023 IEEE 29th …, 2023 - ieeexplore.ieee.org
The maturation of energy harvesting technologies enables the integration of batteryless
devices in advanced computing paradigms. For example, in mobile edge computing (MEC) …

Energy Budget-Aware Video Quality Management in Transcoding Servers using Deep Reinforcement Learning under Dynamic Popularity Change

KM Kim, Y Kim, M Song - 2024 IEEE 15th International Green …, 2024 - ieeexplore.ieee.org
Dynamic adaptive video streaming over HTTP (DASH), the de-facto standard in video
streaming, requires significant CPU energy for transcoding. For carbon efficiency, it is …

Frend for Edge Servers: Reduce Server Number! Keeping Service Quality!

P Li, Y Zhang, W Wang, K Zhao, B Lian… - 2021 IEEE 23rd Int …, 2021 - ieeexplore.ieee.org
To keep pace with the exploding data volume raised from geographical distribution edge
networks, more and more edge servers have been built in recent years. As the computing …