An Exact Placement Approach for Optimizing Cost and Recovery Time under Faulty Multi-cloud Environments

Abstract :

Currently, Cloud brokers bring interoperability and portability of applications across multiple Clouds. In the future, Cloud brokers will offer services based on their knowledge of Cloud providers infrastructure to automatically and cost-effectively overcome performance degradation. In this paper, we present a Mixed-Integer Linear Program (MILP) that provides a cost-effective placement across multiple Clouds. Our MILP formulation considers parameters of Cloud providers such as price, configuration of VMs, network latency, and provisioning time. We evaluate the cost-effectiveness of deploying a Cloud infrastructure into a single or across multiple Cloud providers by using real prices and VM configurations. The results show that in some cases may be cost-effective to distribute the infrastructure across multiple Cloud providers. We also propose three placement policies for faulty multi-Cloud scenarios. The best of these policies minimizes the cost of the Cloud infrastructure under fixed provisioning time values.

Type de document :
Communication dans un congrès
IEEE International Conference on Cloud Computing Technology and Science, Dec 2013, Bristol, United Kingdom. IEEE, IEEE International Conference on Cloud Computing Technology and Science, pp.138-143, 2013, 〈10.1109/CloudCom.2013.116〉
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Soumis le : vendredi 3 juin 2016 - 13:43:18
Dernière modification le : jeudi 11 janvier 2018 - 06:23:39

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F. Diaz, S. Al Zahr, M. Gagnaire. An Exact Placement Approach for Optimizing Cost and Recovery Time under Faulty Multi-cloud Environments. IEEE International Conference on Cloud Computing Technology and Science, Dec 2013, Bristol, United Kingdom. IEEE, IEEE International Conference on Cloud Computing Technology and Science, pp.138-143, 2013, 〈10.1109/CloudCom.2013.116〉. 〈hal-01326271〉

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