Diffusion approximation of state dependent G-networks under heavy traffic.
Saul de Castro LeiteMarcelo D. FragosoPublished in: CDC (2008)
Keyphrases
- state dependent
- heavy traffic
- queueing networks
- steady state
- dynamic routing
- arrival rate
- single server
- asymptotically optimal
- queue length
- service rates
- fluid model
- customer classes
- stationary distribution
- queueing systems
- long run
- optimal policy
- flow control
- single server queue
- limit theorems
- queueing model
- arrival process
- markov chain
- poisson process
- service systems
- multiclass queueing networks
- service times
- information systems
- holding cost
- inventory level
- call center
- parallel algorithm
- distributed systems
- scheduling problem
- machine learning