A reinforcement-learning approach for admission control in distributed network service systems.
Xiaonong LuBaoqun YinHaipeng ZhangPublished in: J. Comb. Optim. (2016)
Keyphrases
- admission control
- distributed network
- service systems
- reinforcement learning
- control policy
- end to end
- quality of service
- web technologies
- production system
- state space
- service selection
- service level
- service oriented
- resource management
- web server
- resource consumption
- markov decision processes
- learning algorithm
- optimal policy
- long run
- arrival rate
- dynamic programming
- heavy traffic
- optimal control
- rapid development
- management system
- enterprise systems
- machine learning
- information retrieval
- stochastic models
- search engine
- multi agent
- call center
- real time
- multistage