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Ontology-Based Network Management: Study Cases and Lessons Learned

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Abstract

Ontology based network management has recently evolved from a theoretical proposal to a more mature technology. As such, it is now being applied in many research projects in a number of different network management and security scenarios. This application has enabled the validation of the main ideas of the proposals and to learn some of the problems that it brings. This paper describes several research projects where ontology based network management proposals were applied, detailing the most important facets of the initial proposals that were used and explaining the main advantages and drawbacks that were found after prototyping these proposals.

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References

  1. López de Vergara, J.E., Villagrá, V.A., Asensio, J.I., Berrocal, J.: Ontologies: giving semantics to network management models. IEEE Netw. 17(3), 15–21 (2003)

    Article  Google Scholar 

  2. López de Vergara, J.E., Villagrá, V.A., Berrocal, J.: Applying the web ontology language to management information definitions. IEEE Commun. Mag. 42(7), 68–74 (2004)

    Article  Google Scholar 

  3. Guerrero, A., Villagrá, V.A., López de Vergara, J.E.: Ontology-based integration of management behavior and information definitions using SWRL and OWL. Proceedings of 16th IFIP/IEEE Distributed Systems: Operations and Management (DSOM 2005), Barcelona, Spain, 24–26 October 2005. Lecture Notes in Computer Science. vol. 3775, pp. 12–23. Springer, Heidelberg (2005)

  4. van der Meer, S., Jennings, B., O’Sullivan, D., Lewis, D., Agoulmine, N.: Ontology based policy mobility for pervasive computing. Proceedings of 12th Workshop of the HP Open University Association (HP-OVUA 2005) Porto, Portugal, July 10–13, 2005 pp. 211–224 (2005)

  5. Keeney, J., Lewis, D., O’Sullivan, D., Roelens, A., Boran, A., Richardson, R.: Runtime semantic interoperability for gathering ontology-based network context. Proceedings of IEEE/IFIP Network Operations and Management Symposium (NOMS 2006), Vancouver, Canada. 3–7 April 2006, pp. 56–65 (2006)

  6. Wong, A.K.Y., Ray, P., Parameswaran, N., Strassner, J.: Ontology mapping for the interoperability problem in network management. IEEE J. Sel. Areas Commun. 23(10), 2058–2068 (2005)

    Article  Google Scholar 

  7. Studer, R., Benjamins, V.R., Fensel, D.: Knowledge engineering: principles and methods. Data Knowl. Eng. 25, 161–197 (1998)

    Article  MATH  Google Scholar 

  8. López de Vergara, J.E., Villagrá, V.A., Berrocal, J., Asensio, J.I., Pignaton, R.: Semantic management: application of ontologies for the integration of management information models. Proceedings of Eighth IFIP/IEEE International Symposium on Integrated Network Management, Colorado Springs, Colorado, U.S.A. 24–28 March 2003, pp. 131–134 (2003)

  9. López de Vergara, J.E., Villagrá, V.A., Berrocal, J.: Benefits of using ontologies in the management of high speed networks. Proceedings of 7th IEEE International Conference on High Speed Networks and Multimedia Communications (HSNMC’04). Toulouse, France, 30 June–2 July 2004. Lecture Notes in Computer Science, vol. 3079, pp. 1007–1018, Springer-Verlag (2004)

  10. Patel-Schneider, P.F., Hayes, P., Horrocks, I.: OWL web ontology language semantics and abstract syntax. W3C Recommendation, 10 February (2004)

  11. López de Vergara, J.E., Villagrá, V.A., Berrocal, J.: An ontology-based method to merge and map management information models. Proceedings of HP Openview University Association Tenth Plenary Workshop, Geneva, Switzerland, 6–9 July (2003)

  12. Bradshaw, J.M., Uszok, A., Jeffers, R., Suri, N., Hayes, P., Burstein, M. H., Acquisti, A., Benyo, B., Breedy, M.R., Carvalho, M., Diller, D., Johnson, M., Kulkarni, S., Lott, J., Sierhuis, M., Van Hoof, R.: Representation and reasoning for DAML-based policy and domain services in KAoS and Nomad. Proceedings Autonomous Agents and Multi-Agent Systems Conference (AAMAS 2003), Melbourne, Australia, July (2003)

  13. Kagal, L., Rei: A policy language for the Me-centric project. HP Labs Technical Report hpl-2002-070, September (2002)

  14. Horrocks, I., Patel-Schneider, P.F., Boley, H., Tabet, S., Grosof, B., Dean, M., SWRL: A Semantic Web Rule Language Combining OWL and RuleML. W3C Member Submission, 21 May (2004)

  15. Strassner, J.: Policy-Based Network Management–Solutions for the Next Generation. Morgan Kauffman (2003)

  16. Guerrero, A., Villagrá, V., López de Vergara, J.E., Sánchez-Macián, A., Berrocal, J.: Ontology-based policy refinement using SWRL rules for management information definitions in OWL. Proceedings 17th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management (DSOM’2006), Dublin, Ireland, 23–25 October 2006. ISBN 3-540-47659-8. Published in Lecture Notes in Computer Science, vol 4269, pp. 227–232, Springer Verlag (2006)

  17. Pavlou, G., Flegkas, P., Gouveris, S., Liotta, A.: On management technologies and the potential of web services. IEEE Commun. Mag. 42(7), 58–66 (2004)

    Article  Google Scholar 

  18. Pras, A., Drevers, T., van de Meent, R., Cuartel, D.: Comparing the Performance of SNMP and Web Services-Based Management. eTransactions on Network and Service Management, vol. 1, No. 2, pp. 72–82 (2004)

  19. Fioreze, T., Granville, L.Z., Almeida, M.J., Tarouco, L.: Comparing web services with SNMP in a management by delegation environment. Proceedings of 9th IFIP/IEEE International Symposium on Integrated Network Management (IM 2005), Nice, France, May 2005, pp. 601–614 (2005)

  20. Chinnici, R., Moreau, J.J., Ryman, A., Weerawarana, S. (eds).: Web services description Language (WSDL) Version 2.0 Part 1: Core Language. W3C Recommendation, 26 June (2007)

  21. Burstein, M., Bussler, C., Finin, T., Huhns, M.N., Paolucci, M., Sheth, A.P., Williams, S., Zaremba, M.: A semantic Web services architecture. IEEE Internet Comput. 9(5), 72–81 (2005)

    Article  Google Scholar 

  22. López de Vergara, J.E., Villagrá, V.A., Berrocal, J.: Application of OWL-S to define management interfaces based on Web Services. Proceedings of 8th IFIP/IEEE International Conference on Management of Multimedia Networks and Services (MMNS 2005), Barcelona, Spain, 24–26 October 2005. Lecture Notes in Computer Science, vol. 3754, pp. 242–253, Springer Verlag (2005)

  23. Fuentes, J.M., López de Vergara, J.E., Castells, P.: An ontology-based approach to the description and execution of composite network management processes for network monitoring, Proceedings of 17th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management (DSOM’2006), Dublin, Ireland, 23–25 October 2006. Lecture Notes in Computer Science, vol 4269, pp. 86–97, Springer Verlag (2006)

  24. López de Vergara, J.E., Villagrá, V.A., Fadón, C., González, J.M., Lozano, J.A., Álvarez-Campana, M.: An autonomic approach to offer services in OSGi-based home gateways, Computer Communications, vol. 31, Issue 13, 15 August 2008, pp. 3049–3058, Elsevier (2008)

  25. Lozano, J.A., Castro, A., González, J.M., López de Vergara, J.E., Villagrá, V., Olmedo, V.: Autonomic provisioning model for digital home services. Proceedings of 3rd IEEE International Workshop on Modelling Autonomic Communications Environments (MACE 2008), September 22–26, Samos Island, Greece. Lecture Notes in Computer Science, vol. 5276, pp. 114–119, Springer Verlag (2008)

  26. López de Vergara, J.E., Vázquez, E., Guerra, J.: Security policy instantiation to react to network attacks–An ontology-based approach using OWL and SWRL. Proceedings of International Conference on Security and Cryptography (SECRYPT 2008), Porto, Portugal, 26–29 July (2008)

  27. López de Vergara, J.E., Aracil, J., Martínez, J., Salvador, A., Hernández, J.A.: Application of ontologies for the integration of network monitoring platforms. Proceedings of 1st European Workshop on Mechanisms for Mastering Future Internet, Salzburg, Austria, 10–11 July (2008)

  28. Bizer, C., Cyganiak, R.: D2R server–publishing relational databases on the semantic web. Proceedings of 5th International Semantic Web Conference, November (2006)

  29. Protégé Wiki, SQWRL, 2008, available at http://protege.cim3.net/cgi-bin/wiki.pl?SQWRL (2008)

  30. Minsu Jang, Joo-chan Sohn, Bossam: an extended rule engine for the web. Proceedings of 3rd RuleML International Workshop (RuleML 2004), Lecture Notes in Computer Science. vol. 3323, pp. 128–138, November 2004, Springer Verlag (2004)

  31. Sánchez-Macián, A., Pastor, E., López de Vergara, J.E., López, D.: Extending SWRL to enhance mathematical support. Proceedings of First International Conference on Web Reasoning and Rule Systems (RR2007), 7–8 June 2007, Innsbruck (Austria). Lecture Notes in Computer Science, vol 4524, pp. 358–360, Springer Verlag (2007)

  32. Lanfranchi, G., Della Peruta, P., Perrone, A., Calvanese, D.: Towards a new landscape of systems management in an autonomic computing environment. IBM Syst J. 42(1), 119–128 (2003)

    Google Scholar 

  33. Lavinal, E., Desprats, T., Raynaud, Y.: A conceptual framework for building CIM-based ontologies. Proceedings 8th IFIP/IEEE International Symposium on Integrated Network Management (IM), Colorado Springs, CO, USA, March 2003, pp. 135–138 (2003)

  34. Quirolgico, S., Assis, P., Westerinen, A., Michael Baskey, Ellen Stokes, Toward a Formal Common Information Model Ontology. Proceedings of International Workshop on Intelligent Networked and Mobile Systems, held in conjunction with 5th International Conference on Web Information Systems Engineering (WISE), Brisbane, Australia, November 2004. Lecture Notes in Computer Science, vol. 3307, pp. 11–21, Springer Verlag (2004)

  35. Object Management Group, Ontology Definition Metamodel. OMG Document Number ptc/07-09-09

  36. Bandara, A.K., Kakas, A., Lupu, E.C., Russo, A.: Using argumentation logic for firewall policy specification and analysis. Proceedings of 17th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management (DSOM’2006), Dublin, Ireland, 23–25 October 2006. Lecture Notes in Computer Science, vol 4269, pp. 185–196, Springer Verlag (2006)

  37. Klie, T., Gebhard, F., Fischer, S.: Towards automatic composition of network management web services. Proceedings of International Symposium on Integrated Network Management, 2007. IM ‘07. 10th IFIP/IEEE. Munich, May 2007, pp 769–772 (2007)

  38. Lehtihet, E., Strassner, J., Agoulmine, N., Ó Foghlú, M.: Ontology-based knowledge representation for self-governing systems. Proceedings 17th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management (DSOM’2006), Dublin, Ireland, 23–25 October 2006. Lecture Notes in Computer Science, vol 4269, pp. 74–85, Springer Verlag (2006)

  39. Serrano, J.M., Serrat, J., Strassner, J., Cox, G., Carroll, R., Ó Foghlú, M.: Services management using context information, ontologies and the policy-based management paradigm: towards integrated management in autonomic communications. Proceedings of 1st IEEE Workshop on Autonomic Communications and Network Management (ACNM’07), Munich, Germany, May 2007

  40. Undercoffer, J., Joshi, A., Pinkston, A.: Modeling computer attacks: an ontology for intrusion detection. Lect. Notes Comput. Sci. 2820, 113–135 (2003)

    Article  Google Scholar 

  41. Geneiatakis, D., Lambrinoudakis, C.: An ontology description for SIP security flaws. Comput. Commun. 30, 1367–1374 (2007)

    Article  Google Scholar 

  42. Moraes, P.S., Sampaio, L.N., Monteiro, J.A.S., Portnoi, M.: MonONTO–A domain ontology for network monitoring and recommendation for advanced Internet applications users. Proceedings of 6th IEEE Workshop on End-to-End Monitoring Techniques and Services (E2EMon 2008), Salvador, Bahia, Brazil, pp. 116–123. (2008)

  43. Schönwälder, J., Pras, A., Martin-Flatin, J.P.: On the future of internet management technologies. IEEE Commun. Mag. 41(10), 90–97 (2003)

    Article  Google Scholar 

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López de Vergara, J.E., Guerrero, A., Villagrá, V.A. et al. Ontology-Based Network Management: Study Cases and Lessons Learned. J Netw Syst Manage 17, 234–254 (2009). https://doi.org/10.1007/s10922-009-9129-1

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