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: SIGMETRICS Perform. Evaluation Rev. (2022)
Keyphrases
- cloud computing
- queueing networks
- fluid model
- processor sharing queue
- heavy traffic
- processor sharing
- steady state
- service times
- computing resources
- multiclass queueing networks
- queueing systems
- stochastic model
- cloud computing environment
- data center
- arrival rate
- data management
- state dependent
- service providers
- long run
- stationary distribution
- probabilistic model
- learning algorithm
- neural network
- queue length
- queueing model
- markov random field
- cloud computing platform
- search space