Hierarchical RL for Load Balancing and QoS Management in Multi-Access Networks.
Antonio OrnatelliAndrea TortorelliAlessandro GiuseppiFrancesco Delli PriscoliPublished in: MED (2021)
Keyphrases
- load balancing
- resource utilization
- dynamic load balancing
- reinforcement learning
- distributed systems
- service requests
- quality of service
- fault tolerant
- load balance
- peer to peer
- grid computing
- parallel database systems
- fault tolerance
- management system
- network management
- skewed data
- round robin
- mobile agents
- network resources
- scheduling policies
- peer to peer systems
- low overhead
- multi agent
- resource management
- data replication
- load balancing strategy
- web services
- directory service
- ad hoc networks
- optimal policy
- multimedia
- metadata
- real time