Rates of convergence of the join the shortest queue policy for large-system heavy traffic.
Debankur MukherjeePublished in: Queueing Syst. Theory Appl. (2022)
Keyphrases
- heavy traffic
- rates of convergence
- fluid model
- asymptotically optimal
- customer classes
- heavy traffic limit
- arrival rate
- queue length
- traffic intensity
- holding cost
- queueing networks
- state dependent
- diffusion approximations
- service rates
- steady state
- long run
- single server queue
- state space collapse
- arrival process
- single server
- multiclass queueing networks
- empirical risk
- queueing systems
- scheduling policies
- brownian motion
- regression function
- optimal policy
- call center
- queueing model
- shortest path
- decision boundary
- loss function
- stationary distribution
- expectation maximization
- poisson process
- service times
- large deviations
- markov chain