Automated, Elastic Resource Provisioning for NoSQL Clusters Using TIRAMOLA

This work presents TIRAMOLA, a cloud-enabled, open-source framework to perform automatic resizing of NoSQL clusters according to user-defined policies. Decisions on adding or removing worker VMs from a cluster are modeled as a Markov Decision Process and taken in real-time. The system automatically...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Tsoumakos, D., Konstantinou, I., Boumpouka, C., Sioutas, S., Koziris, N.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Cloud Resource Provisioning Decision making Distributed Datastores Elasticity Markov Decision Process Measurement Monitoring NoSQL Open source software Open-source Optimization Policy-based Optimization Real-time systems Training
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