Journal
WIRELESS COMMUNICATIONS, NETWORKING AND APPLICATIONS, WCNA 2014
Volume 348, Issue -, Pages 829-835Publisher
SPRINGER
DOI: 10.1007/978-81-322-2580-5_75
Keywords
Cloud computing; Improved genetic algorithm; Dynamic task scheduling algorithm; Virtual computing environment
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Task scheduling method of cloud computing is the key step to achieve its high performance computing. In order to effectively solve the problem of task scheduling in cloud computing, this paper proposes a novel dynamic task scheduling algorithm based on improved genetic algorithm. On the basis of the genetic algorithm, the proposed algorithm gives full consideration to the dynamic characteristics of the cloud computing environment. The CloudSim simulation platform is selected for simulation; experimental results show that the proposed algorithm can effectively improve the throughput of cloud computing systems, and can significantly reduce the execution time of task scheduling.
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