Fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing
Fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing
复制标题
基于模糊逻辑的算法资源调度提高云计算可靠性
DOI：
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发表时间：
2016
期刊：
影响因子：
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通讯作者：
F. Ramezani
中科院分区：
文献类型：
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作者：
M. Zavvar;Meysam Rezaei;Shole Garavand;F. Ramezani
云计算是分布式系统的重要基础设施，其主要目标是减少资源的使用。在云环境中，用户可能面临数千个资源来运行每个任务。然而，由用户将资源分配给任务是不可能的奋进。系统资源的准确调度可以实现资源的最佳使用，并提高云计算的可靠性。为了提高云计算的可靠性，设计了一个基于模糊逻辑的系统，并提出了一种高效精确的资源调度算法。所提出的方法的等待和周转时间进行了比较，以前的作品。在所提出的方法中，等待时间等于26.99，周转时间等于82.99。结果表明，该方法在等待时间和周转时间以及准确性方面优于其他方法。
Cloud computing is an important infrastructure for distributed systems with the main objective of reducing the use of resources. In a cloud environment, users may face thousands of resources to run each task. However, allocation of resources to tasks by the user is an impossible endeavor. Accurate scheduling of system resources results in their optimal use as well as an increase in the reliability of cloud computing. This study designed a system based on fuzzy logic and followed by an introduction of an efficient and precise algorithm for scheduling resources for improving the reliability of cloud computing. Waiting and turnaround times of the proposed method were compared to those of previous works. In the proposed method, the waiting time is equal to 26.99 and the turnaround time is equal to 82.99. According to the results, the proposed method outperforms other methods in terms of waiting time and turnaround time as well as accuracy.