Reinforcement learning for communication load balancing: approaches and challenges
The amount of cellular communication network traffic has increased dramatically in recent
years, and this increase has led to a demand for enhanced network performance …
years, and this increase has led to a demand for enhanced network performance …
Mixed-variable PSO with fairness on multi-objective field data replication in wireless networks
Digital twins have shown a great potential in supporting the development of wireless
networks. They are virtual representations of 5G/6G systems enabling the design of machine …
networks. They are virtual representations of 5G/6G systems enabling the design of machine …
Adaptive dynamic programming for energy-efficient base station cell switching
Energy saving in wireless networks is growing in importance due to increasing demand for
evolving new-gen cellular networks, environmental and regulatory concerns, and potential …
evolving new-gen cellular networks, environmental and regulatory concerns, and potential …
Policy reuse for communication load balancing in unseen traffic scenarios
Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios
With the continuous growth in communication network complexity and traffic volume,
communication load balancing solutions are receiving increasing attention. Specifically …
communication load balancing solutions are receiving increasing attention. Specifically …