Dynamic business metrics-driven resource provisioning in cloud environments

Authors:
Paweł Koperek;Włodzimierz Funika
Affiliations:
Dept. of Computer Science, AGH - University, Kraków, Poland;Dept. of Computer Science, AGH - University, Kraków, Poland, ACC CYFRONET AGH, Kraków, Poland
Venue:
PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part II
Year:
2011

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Abstract

Cloud computing infrastructures are in the spotlight of modern computer science. They offer flexibility and on-demand resource provisioning. The automatic scalability feature enables cloud-based systems to seamlessly adjust to the constantly changing environment of the Internet. Despite their usefulness there is still much space for improvements. In this paper we introduce an approach to automatic infrastructure scaling, based on observation of business-related metrics. An implementation of a tool based on this concept, using the previously developed SAMM system, is also presented. Finally, we discuss evaluation results.