Resource allocation in 5G cloud‐RAN using deep reinforcement learning algorithms: A review
M Khani, S Jamali, MK Sohrabi… - Transactions on …, 2024 - Wiley Online Library
This paper reviews recent research on resource allocation in 5G cloud‐based radio access
networks (C‐RAN) using deep reinforcement learning (DRL) algorithms. It explores the …
networks (C‐RAN) using deep reinforcement learning (DRL) algorithms. It explores the …
Deep reinforcement learning‐based resource allocation in multi‐access edge computing
Network architects and engineers face challenges in meeting the increasing complexity and
low‐latency requirements of various services. To tackle these challenges, multi‐access …
low‐latency requirements of various services. To tackle these challenges, multi‐access …
Three-layer data center-based intelligent slice admission control algorithm for C-RAN using approximate reinforcement learning
M Khani, S Jamali, MK Sohrabi - Cluster Computing, 2024 - Springer
Abstract C-RAN (Cloud Radio Access Network) is a 5G architecture that consists of sites and
three-layer Data Centers (DCs), which include the central office DC, local DC, and regional …
three-layer Data Centers (DCs), which include the central office DC, local DC, and regional …
Cyber Digital Twin with Deep Learning Model for Enterprise Products Management
Z Wang - Wireless Personal Communications, 2024 - Springer
Time series abnormalities might be signs of upcoming problems; thus, new computational
anomaly detection techniques are needed for early warning systems and real-time system …
anomaly detection techniques are needed for early warning systems and real-time system …
ARL-RA: efficient resource allocation in 5G edge networks: a novel intelligent solution using approximate reinforcement learning algorithm
M Khani, S Jamali, MK Sohrabi - Journal of Communication …, 2021 - jce.shahed.ac.ir
The rapid proliferation of fifth-generation (5G) technology has resulted in a wide range of
applications, posing challenges in managing network resources effectively and efficiently …
applications, posing challenges in managing network resources effectively and efficiently …