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Cooperative Scheduling Anti-load balancing Algorithm for Cloud : CSAAC

Thiam, Cheikhou and Da Costa, Georges and Pierson, Jean-Marc Cooperative Scheduling Anti-load balancing Algorithm for Cloud : CSAAC. (2014) In: IEEE International Conference on Cloud Computing Technology and Science - CloudCom 2013, 2 December 2013 - 5 December 2013 (Bristol, United Kingdom).

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Official URL: http://dx.doi.org/10.1109/CloudCom.2013.63

Abstract

In the past decade, more and more attention focuses on job scheduling strategies in a variety of scenarios. Due to the characteristics of clouds, meta-scheduling turns out to be an important scheduling pattern because it is responsible for orchestrating resources managed by independent local schedulers and bridges the gap between participating nodes. Likewise, to overcome issues such as bottleneck, overloading, under loading and impractical unique administrative management, which are normally led by conventional centralized or hierarchical schemes, the distributed scheduling scheme is emerging as a promising approach because of its capability with regards to scalability and flexibility. In this paper, we introduce a decentralized dynamic scheduling approach entitled Cooperative scheduling Anti-load balancing Algorithm for cloud (CSAAC). To validate CSAAC we used a simulator which extends the MaGateSim simulator and provides better support to energy aware scheduling algorithms. CSAAC goal is to achieve optimized scheduling performance and energy gain over the scope of overall cloud, instead of individual participating nodes. The extensive experimental evaluation with a real workload dataset shows that, when compared to the centralized scheduling scheme with Best Fit as the meta-scheduling policy, the use of CSAAC can lead to a 30%61% energy gain, and a 20%30% shorter average job execution time in a decentralized scheduling manner without requiring detailed real-time processing information from participating nodes.

Item Type:Conference or Workshop Item (Paper)
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:28 Apr 2015 09:32

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