Towards AI-Powered Multiple Cloud Management

Towards AI-Powered Multiple Cloud Management

Cloud users worldwide are looking at the next generation of artificial intelligence (AI) powered cloud management tools to automate cloud performance tuning and anomaly detection. To be effective across clouds, AI tools need a common representation of cloud services and support for machine learning...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IEEE internet computing 2019-01, Vol.23 (1), p.64-71
Hauptverfasser: Martino, Beniamino Di, Esposito, Antonio, Damiani, Ernesto
Format: Artikel
Sprache:eng
Schlagworte:
Cloud computing
Computer architecture
Ontologies
OWL
Semantics
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Cloud users worldwide are looking at the next generation of artificial intelligence (AI) powered cloud management tools to automate cloud performance tuning and anomaly detection. To be effective across clouds, AI tools need a common representation of cloud services and support for machine learning optimization targeting multiple objectives. We put forward the notion that ontology-based models can support both.
ISSN:1089-7801
1941-0131
DOI:10.1109/MIC.2018.2883839