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Interdomain Quality of Service Negotiation Using DEA Analysis and Petri Nets

In: Advances in Operational Research in the Balkans

Author

Listed:
  • Teodora Aćimović

    (University of Belgrade)

  • Gordana Savić

    (University of Belgrade)

  • Dragana Makajić-Nikolić

    (University of Belgrade)

Abstract

This paper investigates the problem of sending packets through network on the interdomain level under condition that required Quality of Service (QoS) isQuality of Service (QoS) achieved on the end-to-end (E2E) path. Process of sending and routing packets by one of the packet dispersion strategies is modelled using Coloured Petri Nets (CPN). The PN model was simulated to find and capture disjoint routesDisjoint routes which ensure that realized values of network performanceNetwork performance metrics meet the required ones on the E2E level. Using Data Envelopment Analysis (DEA)Data Envelopment Analysis (DEA), network performance is evaluated (packet delay, jitter, packet loss rate) to find which of the previously mentioned disjoint paths are more efficient than others. Based on DEA analysis results, Petri Net (PN) is expanded into stochastic PN in order to implement adaptive packet dispersion strategy. This strategy implies that paths with less probability of losing packets are more probable to be used in packet routing. Thanks to efficiency analysisEfficiency analysis, probability of selecting service classes by domain has been determined so that greater qualityQuality of VoIP service is achieved, which highly depends on offered network performanceNetwork performance.

Suggested Citation

  • Teodora Aćimović & Gordana Savić & Dragana Makajić-Nikolić, 2020. "Interdomain Quality of Service Negotiation Using DEA Analysis and Petri Nets," Springer Proceedings in Business and Economics, in: Nenad Mladenović & Angelo Sifaleras & Marija Kuzmanović (ed.), Advances in Operational Research in the Balkans, pages 187-203, Springer.
    • Handle: RePEc:spr:prbchp:978-3-030-21990-1_11
    DOI: 10.1007/978-3-030-21990-1_11
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