Maximizing Service Reward for Queues With Deadlines.
Li-on RavivAmir LeshemPublished in: IEEE/ACM Trans. Netw. (2018)
Keyphrases
- processor sharing
- single server
- queuing systems
- service rates
- queuing model
- service providers
- service times
- poisson arrivals
- reinforcement learning
- response time
- retrial queue
- long run
- heavy traffic
- steady state
- web services
- service oriented
- queue length
- finite buffer
- service composition
- priority queue
- arrival process
- queueing networks
- inverse reinforcement learning
- information systems
- waiting times
- service discovery
- learning algorithm