Skip to main content

2019 | OriginalPaper | Buchkapitel

Comparison of Routing Methods in Telecommunication Networks—An Overview and a New Proposal Using a Multi-criteria Approach Dealing with Imprecise Information

verfasst von : João Clímaco, José Craveirinha, Lúcia Martins

Erschienen in: New Perspectives in Multiple Criteria Decision Making

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The performance evaluation and comparison of routing models in telecommunication networks, normally imply the necessity of evaluating them through multidimensional, potentially conflicting, often incommensurate criteria, frequently involving imprecise information regarding the relative importance of the various network performance criteria. As we will show, this is particularly relevant for flow-oriented, decentralized routing optimization methods, having in mind their inherent limitations. Therefore, we formulate a decision problem focused on the comparison and selection of flow-oriented routing models, evaluated through multiple global network performance measures. A proposal of a multi-criteria/multi-attribute approach for tackling this decision problem, based on the VIP (Variable Interdependent Parameter) software, will be described. The adequacy of the features of the multi-attribute decision analysis model, which uses additive aggregation of criteria with variable interdependent importance parameters, coping with imprecise information, will be discussed. A detailed formulation of the application of the proposed approach to a specific problem involving the choice of a point-to-point routing method in a modern transport telecom network, from a set of height routing models, by considering their performance evaluated in terms of nine global network performance measures, will be presented. Moreover, the extension of the decision analysis model, based on the VIP decision support tool, for dealing with this problem, in the case of face-to-face cooperative group decision, will be addressed. A case study concerning the application of this approach to the aforementioned decision problem, in a setting involving three decision makers, including a facilitator, will be presented. Finally, some conclusions, both from a methodological and practical nature, founded on the application study, will be put forward, highlighting the interest of this type of approach in this important area of telecom-network design.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Clímaco, J., & Craveirinha, J. (2005). Multicriteria analysis in telecommunications design and planning—Problems and issues. In F. Figueira, S. Greco, & M. Erghot (Eds.) Chap. 22 in multiple criteria decision analysis: State of the art surveys (pp. 899–951). International series in operations research and management science. New York: Springer-Media. Clímaco, J., & Craveirinha, J. (2005). Multicriteria analysis in telecommunications design and planning—Problems and issues. In F. Figueira, S. Greco, & M. Erghot (Eds.) Chap. 22 in multiple criteria decision analysis: State of the art surveys (pp. 899–951). International series in operations research and management science. New York: Springer-Media.
Zurück zum Zitat Clímaco, J., Craveirinha, J., & Girão-Silva, R. (2016). Multicriteria analysis in telecommunication network planning and design: A survey. In S. Greco, M. Ehrgott, & R. J. Figueira (Eds.) Multiple criteria decision analysis: state of the art surveys. International series in operations research & management science (Vol. 233, pp. 1167–1233). New York: Springer. Clímaco, J., Craveirinha, J., & Girão-Silva, R. (2016). Multicriteria analysis in telecommunication network planning and design: A survey. In S. Greco, M. Ehrgott, & R. J. Figueira (Eds.) Multiple criteria decision analysis: state of the art surveys. International series in operations research & management science (Vol. 233, pp. 1167–1233). New York: Springer.
Zurück zum Zitat Clímaco, J., Craveirinha, J., & Pascoal, M. (2007). Multicriteria routing models in telecommunication networks—Overview and a case study. In Y. Shi, D. Olson, & A. Stam (Eds.) Chap. 1 in “Advances in multiple criteria decision making and human systems management: Knowledge and wisdom”, book edited in honor of Milan Zeleny (pp. 17–46). IOS Press. Clímaco, J., Craveirinha, J., & Pascoal, M. (2007). Multicriteria routing models in telecommunication networks—Overview and a case study. In Y. Shi, D. Olson, & A. Stam (Eds.) Chap. 1 in “Advances in multiple criteria decision making and human systems management: Knowledge and wisdom”, book edited in honor of Milan Zeleny (pp. 17–46). IOS Press.
Zurück zum Zitat Clímaco, J., & Martins, E. Q. (1982). A bicriterion shortest path algorithm. European Journal of Operational Research, 11, 399–404.CrossRef Clímaco, J., & Martins, E. Q. (1982). A bicriterion shortest path algorithm. European Journal of Operational Research, 11, 399–404.CrossRef
Zurück zum Zitat Craveirinha, J., Girão-Silva, R., & Clímaco, J. (2008). A meta-model for multiobjective routing in MPLS networks. Central European Journal of Operations Research, 16(1), 79–105.CrossRef Craveirinha, J., Girão-Silva, R., & Clímaco, J. (2008). A meta-model for multiobjective routing in MPLS networks. Central European Journal of Operations Research, 16(1), 79–105.CrossRef
Zurück zum Zitat Clímaco, J., Craveirinha, J., & Martins, L. (2015). Cooperative group multi-attribute analysis of routing models for telecommunication network. In B. Kaminski, G. Kersten, P. Szufel, M. Jakubczyk, & T. Wachowicz (Eds.) Proceedings GDN 2015, Conference Group Decision and Negotiation 2015 (pp. 177–184), 22–26 June. Warsaw, Poland: Warsaw School of Economics Press. Clímaco, J., Craveirinha, J., & Martins, L. (2015). Cooperative group multi-attribute analysis of routing models for telecommunication network. In B. Kaminski, G. Kersten, P. Szufel, M. Jakubczyk, & T. Wachowicz (Eds.) Proceedings GDN 2015, Conference Group Decision and Negotiation 2015 (pp. 177–184), 22–26 June. Warsaw, Poland: Warsaw School of Economics Press.
Zurück zum Zitat Craveirinha, J., Clímaco, J., & Martins, L. (2018). Additional computational experiments on a comparative study of the performance of flow-oriented routing methods in telecommunication networks. Research Report, INESC Coimbra RR (to appear). Craveirinha, J., Clímaco, J., & Martins, L. (2018). Additional computational experiments on a comparative study of the performance of flow-oriented routing methods in telecommunication networks. Research Report, INESC Coimbra RR (to appear).
Zurück zum Zitat Dias, L. C., & Clímaco, J. N. (2000). Additive aggregation with variable interdependent parameters: The VIP analysis software. The Journal of the Operational Research Society, 51(9), 1070–1082.CrossRef Dias, L. C., & Clímaco, J. N. (2000). Additive aggregation with variable interdependent parameters: The VIP analysis software. The Journal of the Operational Research Society, 51(9), 1070–1082.CrossRef
Zurück zum Zitat Dias, L. C., & Clímaco, J. N. (2005). Dealing with imprecise information in group multicriteria decisions: A methodology and a GDSS architecture. European Journal of Operational Research, 160(2), 291–307.CrossRef Dias, L. C., & Clímaco, J. N. (2005). Dealing with imprecise information in group multicriteria decisions: A methodology and a GDSS architecture. European Journal of Operational Research, 160(2), 291–307.CrossRef
Zurück zum Zitat Fortz, B., & Thorup, M. (2002). Optimizing OSPF/IS IS weights in a changing world. IEEE Journal on Selected Areas in Communications, 20(4), 756–767.CrossRef Fortz, B., & Thorup, M. (2002). Optimizing OSPF/IS IS weights in a changing world. IEEE Journal on Selected Areas in Communications, 20(4), 756–767.CrossRef
Zurück zum Zitat Iyer, G., Agrawal, P., & Cardozo, R. S. (2013). Performance comparison of routing protocols over smart utility networks: A simulation study. In Proceedings Globecom 2013 Workshop—The 5th IEEE International Workshop on Management of Emerging Networks and Services (pp. 969–973). Iyer, G., Agrawal, P., & Cardozo, R. S. (2013). Performance comparison of routing protocols over smart utility networks: A simulation study. In Proceedings Globecom 2013 Workshop—The 5th IEEE International Workshop on Management of Emerging Networks and Services (pp. 969–973).
Zurück zum Zitat Keeney, R. L., & Raiffa, H. (1976). Decisions with multiple objectives: Preferences and value trade-offs. Wiley. Keeney, R. L., & Raiffa, H. (1976). Decisions with multiple objectives: Preferences and value trade-offs. Wiley.
Zurück zum Zitat Kuipers, F., Korkmaz, T., Krunz, M., & Mieghem, P. (2002a). An overview of constraint-based path selection algorithms for QoS routing. IEEE Communications Magazine, 40(12), 50–55.CrossRef Kuipers, F., Korkmaz, T., Krunz, M., & Mieghem, P. (2002a). An overview of constraint-based path selection algorithms for QoS routing. IEEE Communications Magazine, 40(12), 50–55.CrossRef
Zurück zum Zitat Kuipers, F., Korkmaz, T., Krunz, M., & Mieghem, P. (2002b). A review of constraint-based routing algorithms. Tech. rep.: Delft University of Technology. Kuipers, F., Korkmaz, T., Krunz, M., & Mieghem, P. (2002b). A review of constraint-based routing algorithms. Tech. rep.: Delft University of Technology.
Zurück zum Zitat Martins, L., Lopes, J., Craveirinha, J., Clímaco, J., Cadime, R., & Monica, C. (2013). Network performance improvement through evaluation of bicriteria routing methods in transport networks. In: Network and Service Management (CNSM), 2013 Proceedings 9th International Conference on Network and Service Management (pp. 34–41). Martins, L., Lopes, J., Craveirinha, J., Clímaco, J., Cadime, R., & Monica, C. (2013). Network performance improvement through evaluation of bicriteria routing methods in transport networks. In: Network and Service Management (CNSM), 2013 Proceedings 9th International Conference on Network and Service Management (pp. 34–41).
Zurück zum Zitat Medhi, D., & Ramasamy, K. (2018). Network routing: Algorithms, protocols, and architectures (2nd edn.). In The Morgan Kaufmann Series in Networking. Boston, USA. Medhi, D., & Ramasamy, K. (2018). Network routing: Algorithms, protocols, and architectures (2nd edn.). In The Morgan Kaufmann Series in Networking. Boston, USA.
Zurück zum Zitat MEF 10.3. (2013). Ethernet Services Attributes Phase 3. MEF 10.3. (2013). Ethernet Services Attributes Phase 3.
Zurück zum Zitat Meghanathan, N., & Milton, L. C. (2009). A simulation based performance comparison study of stability-based routing, power-aware routing and load-balancing on-demand routing protocols for mobile ad hoc networks. In Proceedings 2009 Sixth International Conference on Wireless On-Demand Network Systems and Services (pp. 3–10). Snowbird, UT. Meghanathan, N., & Milton, L. C. (2009). A simulation based performance comparison study of stability-based routing, power-aware routing and load-balancing on-demand routing protocols for mobile ad hoc networks. In Proceedings 2009 Sixth International Conference on Wireless On-Demand Network Systems and Services (pp. 3–10). Snowbird, UT.
Zurück zum Zitat Mitra, D., Morrison, J. A., & Ramakrishnan, K. G. (1999). Optimization and design of network routing using refined asymptotic approximations. Performance Evaluation An International Journal, 36–37, 267–288.CrossRef Mitra, D., Morrison, J. A., & Ramakrishnan, K. G. (1999). Optimization and design of network routing using refined asymptotic approximations. Performance Evaluation An International Journal, 36–37, 267–288.CrossRef
Zurück zum Zitat Niven-Jenkins, B., Brungard, D., Betts, M., Sprecher, N., & Ueno, S. (2009). Requirements of an MPLS Transport Profile. RFC 5654, September. Niven-Jenkins, B., Brungard, D., Betts, M., Sprecher, N., & Ueno, S. (2009). Requirements of an MPLS Transport Profile. RFC 5654, September.
Zurück zum Zitat Orlowski, S., Wessaly, R., Piíoro, M., & Tomaszewski, A. (2010). SNDlib 1.0—Survivable network design library. Networks, 55(3), 276–286. Orlowski, S., Wessaly, R., Piíoro, M., & Tomaszewski, A. (2010). SNDlib 1.0—Survivable network design library. Networks, 55(3), 276–286.
Zurück zum Zitat Pióro, M., & Medhi, D. (2004). Routing, flow, and capacity design in communication and computer networks. San Francisco, CA, USA: Morgan Kaufmann Publishers Inc. Pióro, M., & Medhi, D. (2004). Routing, flow, and capacity design in communication and computer networks. San Francisco, CA, USA: Morgan Kaufmann Publishers Inc.
Zurück zum Zitat Sllame, A. M., Raey, A., Mohamed, B., & Alagel, A. (2015). Performance comparison of VoIP over wireless ad hoc networks using different routing protocols and queuing techniques. In Proceedings International Symposium on Networks, Computers and Communications (ISNCC) (pp. 1–6). Hammamet. Sllame, A. M., Raey, A., Mohamed, B., & Alagel, A. (2015). Performance comparison of VoIP over wireless ad hoc networks using different routing protocols and queuing techniques. In Proceedings International Symposium on Networks, Computers and Communications (ISNCC) (pp. 1–6). Hammamet.
Metadaten
Titel
Comparison of Routing Methods in Telecommunication Networks—An Overview and a New Proposal Using a Multi-criteria Approach Dealing with Imprecise Information
verfasst von
João Clímaco
José Craveirinha
Lúcia Martins
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-11482-4_16