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OntOraculum: A semantic ontology for managing performance metrics in smart environments
Journal Title
PeerJ - Computer Science Journal
Language
English
Country
United Kingdom
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Abstract
This study presents OntOraculum, an ontology designed to organize and analyze performance metrics in smart environments. It categorizes metrics into Hardware, Network, Software, Energy, and SecurityAndReliability domains, defining properties such as dependencies, impacts, and trends to support predictive analysis and dynamic adjustments. Using Proteg´ e for modeling, Semantic Web Rule Language (SWRL) rules facilitate automated inferences, while Simple Protocol and RDF Query Language (SPARQL) queries enable data retrieval from the ontology. queries for validation, this ontology addresses questions related to network latency, energy efficiency, security, quality of service, and anomaly detection. By unifying performance metrics across diverse domains, OntOraculum enables comprehensive analysis of dependencies and interactions among metrics. The results demonstrate its practical applicability for monitoring, optimizing, and adapting systems in distributed environments.
Acknowledgements
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Keywords
Fields of Science and Technology Classification
- Computer and Information Sciences - Natural Sciences
- Other Engineering and Technology Sciences - Engineering and Technology
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