Facilitating Self-Adaptable Inter-cloud Management

Kecskeméti, Gábor and Maurer , Michael J. and Brandic , Ivona and Kertész, Attila and Németh, Zsolt and Dustdar, Schahram (2012) Facilitating Self-Adaptable Inter-cloud Management. In: 20th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP)2012, 15-17 Feb 2012 , Munich, Germany.

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Cloud Computing infrastructures have been developed as individual islands, and mostly proprietary solutions so far. However, as more and more infrastructure providers apply the technology, users face the inevitable question of using multiple infrastructures in parallel. Federated cloud management systems offer a simplified use of these infrastructures by hiding their proprietary solutions. As the infrastructure becomes more complex underneath these systems, the situations (like system failures, handling of load peaks and slopes) that users cannot easily handle, occur more and more frequently. Therefore, federations need to manage these situations autonomously without user interactions. This paper introduces a methodology to autonomously operate cloud federations by controlling their behavior with the help of knowledge management systems. Such systems do not only suggest reactive actions to comply with established Service Level Agreements (SLA) between provider and consumer, but they also find a balance between the fulfillment of established SLAs and resource consumption. The paper adopts rule-based techniques as its knowledge management solution and provides an extensible rule set for federated clouds built on top of multiple infrastructures.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: autonomous cloud computing, federations, IaaS, knowledge management
Subjects: Q Science > QA Mathematics and Computer Science > QA75 Electronic computers. Computer science / számítástechnika, számítógéptudomány
Divisions: Laboratory of Parallel and Distributed Systems
Depositing User: Attila Kertész
Date Deposited: 06 Nov 2013 16:03
Last Modified: 06 Nov 2013 16:03
URI: https://eprints.sztaki.hu/id/eprint/7233

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