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Cloud User-Centric Enhancements of the Simulator CloudSim to Improve Cloud Deployment Option Analysis.
Fittkau, Florian, Frey, Sören and Hasselbring, Wilhelm (2012) Cloud User-Centric Enhancements of the Simulator CloudSim to Improve Cloud Deployment Option Analysis. [Paper] In: Proceedings of the European Conference on Service-Oriented and Cloud Computing (ESOCC). , 19.-21.09. 2012, Bertinoro, Italy . Service-Oriented and Cloud Computing. ; pp. 200-207 . DOI 10.1007/978-3-642-33427-6_15. Lecture Notes in Computer Science, 7592 .
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Abstract
Cloud environments can be simulated using the toolkit CloudSim. By employing concepts such as physical servers in datacenters, virtual machine allocation policies, or coarse-grained models of deployed software, it focuses on a cloud provider perspective. In contrast, a cloud user who wants to migrate complex systems to the cloud typically strives to find a cloud deployment option that is best suited for its sophisticated system architecture, is interested in determining the best trade-off between costs and performance, or wants to compare runtime reconfiguration plans, for instance. We present significant enhancements of CloudSim that allow to follow this cloud user perspective and enable the frictionless integration of fine-grained application models that, to a great extent, can be derived automatically from software systems. Our quantitative evaluation demonstrates the applicability and accuracy of our approach by comparing its simulation results with actual deployments that utilize the cloud environment Amazon EC2.
Document Type: | Conference or Workshop Item (Paper) |
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Research affiliation: | Kiel University > Software Engineering |
Publisher: | Springer |
Date Deposited: | 26 Sep 2012 08:51 |
Last Modified: | 21 Oct 2020 07:24 |
URI: | https://oceanrep.geomar.de/id/eprint/15398 |
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