Data Center Network Throughput Analysis Using Queueing Petri Nets

Piotr Rygielski, Samuel Kounev
2014 2014 IEEE 34th International Conference on Distributed Computing Systems Workshops  
In this paper, we contribute performance modeling and analysis approach in computer networks. We present a meta-model designed for the performance modeling of network infrastructures in modern data centers. Instances of our metamodel can be automatically transformed into stochastic simulation models for performance prediction. In this paper, we present a transformation to Queueing Petri Nets (QPNs). We show that despite the high level of abstraction of the QPN models, we are able to predict the
more » ... utilization of resources with good accuracy within a short time.
doi:10.1109/icdcsw.2014.11 dblp:conf/icdcsw/RygielskiK14 fatcat:ff7bwvcssng2zcwmrw5qa2f66i