On the decidability of query containment under constraints
PODS '98 Proceedings of the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
The Unified Modeling Language reference manual
The Unified Modeling Language reference manual
OIL: An Ontology Infrastructure for the Semantic Web
IEEE Intelligent Systems
A Formal Framework for Reasoning on UML Class Diagrams
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
TABLEAUX '98 Proceedings of the International Conference on Automated Reasoning with Analytic Tableaux and Related Methods
IJCAR '01 Proceedings of the First International Joint Conference on Automated Reasoning
Ontologies: A Silver Bullet for Knowledge Management and Electronic Commerce
Ontologies: A Silver Bullet for Knowledge Management and Electronic Commerce
Identification constraints and functional dependencies in description logics
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 1
The dawning of the autonomic computing era
IBM Systems Journal
The role of ontologies in autonomic computing systems
IBM Systems Journal
Analysis of autonomic computing concepts in computational grid based on the ACLM model
SEPADS'08 Proceedings of the 7th WSEAS International Conference on Software Engineering, Parallel and Distributed Systems
Autonomic tuning expert: a framework for best-practice oriented autonomic database tuning
CASCON '08 Proceedings of the 2008 conference of the center for advanced studies on collaborative research: meeting of minds
Ontology-Based Network Management: Study Cases and Lessons Learned
Journal of Network and Systems Management
Application of OWL-S to define management interfaces based on web services
MMNS'05 Proceedings of the 8th international conference on Management of Multimedia Networks and Services
A dependability management mechanism for ubiquitous computing systems
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
On the formalization of the common information model metaschema
DSOM'05 Proceedings of the 16th IFIP/IEEE Ambient Networks international conference on Distributed Systems: operations and Management
Evaluating compressive sampling strategies for performance monitoring of data centers
Proceedings of the 9th international conference on Autonomic computing
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In this paper we present IBM Tivoli Monitoring, a systems management application that displays autonomic behavior at run time, and we focus on extending it in order to encompass the design and the deployment phases of the product life cycle. We review the resource model concept, illustrate it with an example, and discuss its role throughout the product life cycle. Then we introduce basic concepts in ontology and description logics and discuss representing Common Information Model constructs using description logics. Finally, we propose Systems Management Ontology, an approach to enhancing the autonomic properties of IBM Tivoli Monitoring based on an ontology service and the technique of "contextual pulling" applied to the resource model.