Service Demand Distribution Estimation for Microservices Using Markovian Arrival Processes.
Runan WangGiuliano CasaleAntonio FilieriPublished in: QEST (2021)
Keyphrases
- service times
- arrival processes
- arrival process
- steady state
- queue length
- single server
- queueing model
- single server queue
- processor sharing queue
- fluid model
- state dependent
- heavy traffic
- arrival rate
- stationary distribution
- independent and identically distributed
- poisson process
- random variables
- service providers
- probability distribution
- queueing networks
- service quality
- maximum likelihood estimator
- markov chain
- np hard
- long run
- lead time
- queueing systems
- parameter estimation