A translation approach to portable ontology specifications
Knowledge Acquisition - Special issue: Current issues in knowledge modeling
Design patterns: elements of reusable object-oriented software
Design patterns: elements of reusable object-oriented software
How to structure and access XML documents with ontologies
Data & Knowledge Engineering - Special issue on heterogeneous information resources need semantic access
CREAM: creating relational metadata with a component-based, ontology-driven annotation framework
Proceedings of the 1st international conference on Knowledge capture
The Vision of Autonomic Computing
Computer
A Conceptual Modeling Approach for Semantics-Driven Enterprise Applications
On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002
Ontologies for Enterprise Knowledge Management
IEEE Intelligent Systems
An infrastructure for searching, reusing and evolving distributed ontologies
WWW '03 Proceedings of the 12th international conference on World Wide Web
Towards a Verification of the Rule-Based Expert System of the IBM SA for OS/390 Automation Manager
APAQS '01 Proceedings of the Second Asia-Pacific Conference on Quality Software
Handbook on Ontologies (International Handbooks on Information Systems)
Handbook on Ontologies (International Handbooks on Information Systems)
The dawning of the autonomic computing era
IBM Systems Journal
Leading on demand businesses—Executives as architects
IBM Systems Journal
Manipulating managed execution runtimes to support self-healing systems
DEAS '05 Proceedings of the 2005 workshop on Design and evolution of autonomic application software
Hierarchical model-based autonomic control of software systems
DEAS '05 Proceedings of the 2005 workshop on Design and evolution of autonomic application software
Tracking time-varying parameters in software systems with extended Kalman filters
CASCON '05 Proceedings of the 2005 conference of the Centre for Advanced Studies on Collaborative research
VEPersonal: an infrastructure of Virtual Reality components to generate web adaptive environments
WebMedia '05 Proceedings of the 11th Brazilian Symposium on Multimedia and the web
Using Semantic Web Technology for Self-Management of Distributed Object-Oriented Systems
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Bounded Ontological Consistency for Scalable Dynamic Knowledge Infrastructures
ASWC '08 Proceedings of the 3rd Asian Semantic Web Conference on The Semantic Web
From high availability and disaster recovery to business continuity solutions
IBM Systems Journal
An Ontology-Based Autonomic System for Improving Data Warehouse Performances
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part I
An ontology-based approach for autonomous systems' description and engineering: the OASys framework
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I
Review: A framework for awareness maintenance
Journal of Network and Computer Applications
Ontology-based knowledge representation for self-governing systems
DSOM'06 Proceedings of the 17th IFIP/IEEE international conference on Distributed Systems: operations and management
Ontology-based matchmaking in e-marketplace with web services
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Initial approach toward self-configuration and self-optimization in IP networks
MMNS'05 Proceedings of the 8th international conference on Management of Multimedia Networks and Services
Towards ontology-based embedded services
ATC'06 Proceedings of the Third international conference on Autonomic and Trusted Computing
A configurable event correlation architecture for adaptive J2EE applications
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part I
Distributed multi-contextual ontology evolution – a step towards semantic autonomy
EKAW'06 Proceedings of the 15th international conference on Managing Knowledge in a World of Networks
Autonomic framework based on semantic models for self-management of ubiquitous systems
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Upgradation of business applications with autonomic computing
Proceedings of the 6th ACM India Computing Convention
Data & Knowledge Engineering
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The goal of IBM's autonomic computing strategy is to deliver information technology environments with improved self-management capabilities, such as self-healing, self-protection, self-optimization, and self-configuration. Data correlation and inference technologies can be used as core components to build autonomic computing systems. They can also be used to perform automated and continuous analysis of enterprise-wide event data based upon user-defined configurable rules, such as those intended for detecting threats or system failures. Furthermore, they may trigger corrective actions for protecting or healing the system. In this paper, we discuss the use of ontologies as a high-level, expressive, conceptual modeling approach for describing the knowledge upon which the processing of a correlation engine is based. The introduction of explicit models of state-based information technology resources into the correlation technology approach allows the construction of autonomic computing systems that are capable of dealing with policy-based goals on a higher abstraction level. We demonstrate some of the benefits of this approach by applying it to a particular IBM implementation, the eAutomation correlation engine.