Reinforcement learning-based dynamic load balancing in edge computing networks

ME Esmaeili, A Khonsari, V Sohrabi… - Computer Communications, 2024 - Elsevier
Edge computing (EC) has emerged as a paradigm aimed at reducing data transmission
latency by bringing computing resources closer to users. However, the limited scale and …

Communication Load Balancing via Efficient Inverse Reinforcement Learning

A Konar, D Wu, YT Xu, S Jang, S Liu… - ICC 2023-IEEE …, 2023 - ieeexplore.ieee.org
Communication load balancing aims to balance the load between different available
resources, and thus improve the quality of service for network systems. After formulating the …