Control Policies Approaching Hierarchical Greedy Ideal Performance in Heavy Traffic for Resource Sharing Networks.
Amarjit BudhirajaDane JohnsonPublished in: Math. Oper. Res. (2020)
Keyphrases
- resource sharing
- heavy traffic
- control policies
- dynamic routing
- load balancing
- network resources
- long run
- queueing networks
- asymptotically optimal
- optimal policy
- grid computing
- peer to peer
- steady state
- information sharing
- resource allocation
- control policy
- distributed computing
- reinforcement learning
- virtual organization
- distributed systems
- queue length
- search algorithm
- peer to peer networks
- single server
- finite horizon
- arrival rate
- action space
- state dependent
- network traffic
- mobile agents
- quality of service
- motion control
- search space
- machine learning
- dynamic programming
- call center
- control strategies
- cloud computing
- network management
- neural network
- routing algorithm
- software agents
- multistage