Untold Horrors About Steady-State Probabilities: What Reward-Based Measures Won't Tell About the Equilibrium Distribution.
Alexander BellBoudewijn R. HaverkortPublished in: EPEW (2007)
Keyphrases
- steady state
- product form
- markov chain
- transition probabilities
- queueing model
- probability distribution
- service times
- queue size
- operating conditions
- single server queue
- arrival process
- interarrival and service times
- traffic intensity
- queueing networks
- explicit expressions
- arrival rate
- state dependent
- queue length
- stationary distribution
- reinforcement learning
- random variables
- steady states
- heavy traffic
- fluid model
- asymptotically optimal
- variational inequalities
- random walk
- dynamic programming