Ontology-Based Network Management: Study Cases and Lessons Learned

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.

[1]  Dieter Fensel,et al.  Knowledge Engineering: Principles and Methods , 1998, Data Knowl. Eng..

[2]  Lalana Kagal Rei : A Policy Language for the Me-Centric Project , 2002 .

[3]  Brett Benyo,et al.  Representation and reasoning for DAML-based policy and domain services in KAoS and nomads , 2003, AAMAS '03.

[4]  Anupam Joshi,et al.  Modeling Computer Attacks: An Ontology for Intrusion Detection , 2003, RAID.

[5]  Julio Berrocal,et al.  Semantic Management: Application of Ontologies for the Integration of Management Information Models , 2003, Integrated Network Management.

[6]  Emmanuel Lavinal,et al.  A Conceptual Framework for Building CIM-based Ontologies , 2003, Integrated Network Management.

[7]  Diego Calvanese,et al.  Toward a new landscape of systems management in an autonomic computing environment , 2003, IBM Syst. J..

[8]  Aiko Pras,et al.  On the future of Internet management technologies , 2003, IEEE Commun. Mag..

[9]  Víctor A. Villagrá,et al.  Ontologies: giving semantics to network management models , 2003 .

[10]  H. Lan,et al.  SWRL : A semantic Web rule language combining OWL and ruleML , 2004 .

[11]  Aiko Pras,et al.  Comparing the performance of SNMP and Web services-based management , 2004, IEEE Transactions on Network and Service Management.

[12]  John C. Strassner,et al.  Policy-based network management - solutions for the next generation , 2003, The Morgan Kaufmann series in networking.

[13]  Minsu Jang,et al.  Bossam: An Extended Rule Engine for OWL Inferencing , 2004, RuleML.

[14]  Julio Berrocal,et al.  Applying the Web ontology language to management information definitions , 2004, IEEE Communications Magazine.

[15]  Christian Bizer,et al.  D2R Server - Publishing Relational Databases on the Semantic Web , 2004 .

[16]  Julio Berrocal,et al.  Benefits of Using Ontologies in the Management of High Speed Networks , 2004, HSNMC.

[17]  G. Pavlou,et al.  On management technologies and the potential of Web services , 2004, IEEE Communications Magazine.

[18]  Andrea Westerinen,et al.  Toward a Formal Common Information Model Ontology , 2004, WISE Workshops.

[19]  Julio Berrocal,et al.  Application of OWL-S to Define Management Interfaces Based on Web Services , 2005, MMNS.

[20]  Amit P. Sheth,et al.  A Semantic Web Services Architecture , 2005, IEEE Internet Comput..

[21]  Nandan Parameswaran,et al.  Ontology mapping for the interoperability problem in network management , 2005, IEEE Journal on Selected Areas in Communications.

[22]  Nazim Agoulmine,et al.  Ontology Based Policy Mobility for Pervasive Computing , 2005 .

[23]  Julio Berrocal,et al.  Ontology-Based Integration of Management Behaviour and Information Definitions Using SWRL and OWL , 2005, DSOM.

[24]  Lisandro Zambenedetti Granville,et al.  Comparing Web services with SNMP in a management by delegation environment , 2005, 2005 9th IFIP/IEEE International Symposium on Integrated Network Management, 2005. IM 2005..

[25]  Julio Berrocal,et al.  Ontology-Based Policy Refinement Using SWRL Rules for Management Information Definitions in OWL , 2006, DSOM.

[26]  Declan O'Sullivan,et al.  Runtime Semantic Interoperability for Gathering Ontology-based Network Context , 2006, 2006 IEEE/IFIP Network Operations and Management Symposium NOMS 2006.

[27]  Jorge E. López de Vergara,et al.  An Ontology-Based Approach to the Description and Execution of Composite Network Management Processes for Network Monitoring , 2006, DSOM.

[28]  Nazim Agoulmine,et al.  Ontology-Based Knowledge Representation for Self-governing Systems , 2006, DSOM.

[29]  Alessandra Russo,et al.  Using Argumentation Logic for Firewall Policy Specification and Analysis , 2006, DSOM.

[30]  Greg W. Cox,et al.  Services Management Using Context Information , Ontologies and the Policy-Based Management Paradigm : Towards Integrated Management in Autonomic Communications , 2007 .

[31]  Costas Lambrinoudakis,et al.  An ontology description for SIP security flaws , 2007, Comput. Commun..

[32]  Roberto Chinnici,et al.  Web Services Description Language (WSDL) Version 2.0 Part 1: Core Language , 2007 .

[33]  Jorge E. López de Vergara,et al.  Extending SWRL to Enhance Mathematical Support , 2007, RR.

[34]  Stefan Fischer,et al.  Towards Automatic Composition of Network Management Web Services , 2007, 2007 10th IFIP/IEEE International Symposium on Integrated Network Management.

[35]  P.S. Moraes,et al.  MonONTO: A Domain Ontology for Network Monitoring and Recommendation for Advanced Internet Applications Users , 2008, NOMS Workshops 2008 - IEEE Network Operations and Management Symposium Workshops.

[36]  Jorge E. López de Vergara,et al.  An autonomic approach to offer services in OSGi-based home gateways , 2008, Comput. Commun..

[37]  Javier Aracil,et al.  Application of ontologies for the integration of network monitoring platforms , 2008 .

[38]  Jorge E. López de Vergara,et al.  Autonomic Provisioning Model for Digital Home Services , 2008, MACE.

[39]  Jorge E. López de Vergara,et al.  Security Policy Instantiation to React to Network Attacks - An Ontology-based Approach using OWL and SWRL , 2008, SECRYPT.