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A survey of evolutionary computation for resource management of processing in Cloud computing

Abstract : Cloud computing is significantly reshaping the computing industry. Individuals and small organizations can benefit from using state-of-the-art services and infrastructure, while large companies are attracted by the flexibility and the speed with which they can obtain the services. Service providers compete to offer the most attractive conditions at the lowest prices. However, the environmental impact and legal aspects of cloud solutions pose additional challenges. Indeed, the new cloud-related techniques for resource virtualization and sharing and the corresponding service level agreements call for new optimization models and solutions. It is important for computational intelligence researchers to understand the novelties introduced by cloud computing. The current survey highlights and classifies key research questions, the current state of the art, and open problems.
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https://hal.inria.fr/hal-01249480
Contributor : Talbi El-Ghazali Connect in order to contact the contributor
Submitted on : Friday, January 1, 2016 - 7:28:27 PM
Last modification on : Thursday, January 20, 2022 - 4:16:32 PM

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Guzek Mateusz, Pascal Bouvry, El-Ghazali Talbi. A survey of evolutionary computation for resource management of processing in Cloud computing. IEEE Computational Intelligence Magazine, Institute of Electrical and Electronics Engineers, 2015, 10 (2), pp.53-67. ⟨10.1109/MCI.2015.2405351⟩. ⟨hal-01249480⟩

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