Powering the Service Responsiveness of Deep Neural Networks: How Queueing Models can Help.
Evgenia SmirniPublished in: ICPE Companion (2017)
Keyphrases
- queueing model
- neural network
- steady state
- service systems
- arrival rate
- service times
- stationary distribution
- single server
- queueing systems
- call center
- finite buffer
- waiting times
- queueing networks
- stochastic models
- queue length
- markov chain
- state dependent
- arrival process
- heavy traffic
- artificial neural networks
- decision making
- service providers
- service rates
- multi agent systems
- web services
- learning algorithm