Article

Data Center Network Throughput Analysis Using Queueing Petri Nets

Authors:

Piotr Rygielski,

Samuel KounevAuthors Info & Claims

ICDCSW '14: Proceedings of the 2014 IEEE 34th International Conference on Distributed Computing Systems Workshops

Pages 100 - 105

https://doi.org/10.1109/ICDCSW.2014.11

Published: 30 June 2014 Publication History

Abstract

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 meta-model 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 utilization of resources with good accuracy within a short time.

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Rygielski PSeliuchenko MKounev STan G(2016)Modeling and Prediction of Software-Defined Networks Performance using Queueing Petri NetsProceedings of the 9th EAI International Conference on Simulation Tools and Techniques10.5555/3021426.3021437(66-75)Online publication date: 22-Aug-2016
https://dl.acm.org/doi/10.5555/3021426.3021437
Niemann RIvanov TLago PMüller H(2015)Evaluating the energy efficiency of data management systemsProceedings of the Fourth International Workshop on Green and Sustainable Software10.5555/2820158.2820164(22-28)Online publication date: 16-May-2015
https://dl.acm.org/doi/10.5555/2820158.2820164
Walter JSpinner SKounev STheodoropoulos G(2015)Parallel simulation of queueing petri netsProceedings of the 8th International Conference on Simulation Tools and Techniques10.4108/eai.24-8-2015.2261102(109-118)Online publication date: 24-Aug-2015
https://dl.acm.org/doi/10.4108/eai.24-8-2015.2261102
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Data Center Network Throughput Analysis Using Queueing Petri Nets

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ICDCSW '14: Proceedings of the 2014 IEEE 34th International Conference on Distributed Computing Systems Workshops

June 2014

214 pages

ISBN:9781479941810

Publisher

IEEE Computer Society

United States

Publication History

Published: 30 June 2014

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Rygielski PSeliuchenko MKounev STan G(2016)Modeling and Prediction of Software-Defined Networks Performance using Queueing Petri NetsProceedings of the 9th EAI International Conference on Simulation Tools and Techniques10.5555/3021426.3021437(66-75)Online publication date: 22-Aug-2016
https://dl.acm.org/doi/10.5555/3021426.3021437
Niemann RIvanov TLago PMüller H(2015)Evaluating the energy efficiency of data management systemsProceedings of the Fourth International Workshop on Green and Sustainable Software10.5555/2820158.2820164(22-28)Online publication date: 16-May-2015
https://dl.acm.org/doi/10.5555/2820158.2820164
Walter JSpinner SKounev STheodoropoulos G(2015)Parallel simulation of queueing petri netsProceedings of the 8th International Conference on Simulation Tools and Techniques10.4108/eai.24-8-2015.2261102(109-118)Online publication date: 24-Aug-2015
https://dl.acm.org/doi/10.4108/eai.24-8-2015.2261102
Rygielski PKounev STran-Gia PTheodoropoulos G(2015)Flexible performance prediction of data center networks using automatically generated simulation modelsProceedings of the 8th International Conference on Simulation Tools and Techniques10.4108/eai.24-8-2015.2260961(119-128)Online publication date: 24-Aug-2015
https://dl.acm.org/doi/10.4108/eai.24-8-2015.2260961
Nalepa FBatko MZezula P(2015)Performance Analysis of Distributed Stream Processing Applications Through Colored Petri NetsRevised Selected Papers of the 10th International Doctoral Workshop on Mathematical and Engineering Methods in Computer Science - Volume 954810.1007/978-3-319-29817-7_9(93-106)Online publication date: 23-Oct-2015
https://dl.acm.org/doi/10.1007/978-3-319-29817-7_9

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