A Network Management System for a Heterogeneous, Multi-Tier Network

Network management is a critical component of every network manager''''s job responsibility. This job gets more complicated as the complexity of the network grows. This complexity can be in the form of different manufacturers of deployed devices or added tiers to the network, such as an Ad Hoc Network or a Wireless Sensor Network. Automating, or semi-automating, the data analysis required in network management will decrease the complexity of managing these heterogeneous, multi-tier networks. Incorporating ontology into a network management system can assist the management of a heterogeneous, multi-tier network and reduce the management complexity. A new Network Management System that utilizes ontology has been developed to assist the network management, specifically topology discovery, of a heterogeneous, multi-tier network. Simulation results show that the overhead of using ontology overhead in the new Network Management System is acceptable given the inherent benefits.

[1]  Jeffrey D. Case,et al.  Simple Network Management Protocol (SNMP) , 1990, RFC.

[2]  Jeffrey D. Case,et al.  Simple Network Management Protocol (SNMP) , 1989, RFC.

[3]  Michael Uschold,et al.  Ontologies: principles, methods and applications , 1996, The Knowledge Engineering Review.

[4]  David E. Culler,et al.  Design of an application-cooperative management system for wireless sensor networks , 2005, Proceeedings of the Second European Workshop on Wireless Sensor Networks, 2005..

[5]  Wenli Chen,et al.  ANMP: ad hoc network management protocol , 1999, IEEE J. Sel. Areas Commun..

[6]  Julio Berrocal,et al.  Ontology-Based Network Management: Study Cases and Lessons Learned , 2009, Journal of Network and Systems Management.

[7]  David Cleary,et al.  Using Ontologies to Simplify Wireless Network Configuration , 2005 .

[8]  Cynthia E. Irvine,et al.  An Ontological Approach to Secure MANET Management , 2008, 2008 Third International Conference on Availability, Reliability and Security.

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

[10]  Takeshi Nishida End-to-end performance modeling for distributed network management systems , 1991, IEEE INFCOM '91. The conference on Computer Communications. Tenth Annual Joint Comference of the IEEE Computer and Communications Societies Proceedings.

[11]  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.