Improving the mean-field fluid model of processor sharing queueing networks for dynamic performance models in cloud computing.
Johan RuuskanenTommi BernerKarl-Erik ÅrzénAnton CervinPublished in: Perform. Evaluation (2021)
Keyphrases
- queueing networks
- cloud computing
- fluid model
- processor sharing queue
- processor sharing
- multiclass queueing networks
- steady state
- service times
- stochastic model
- computing resources
- heavy traffic
- data center
- service providers
- state dependent
- arrival rate
- queueing systems
- data management
- cloud computing environment
- decision making
- stationary distribution
- database
- probabilistic model
- long run
- learning algorithm
- machine learning
- neural network
- databases