利用遗传算法改进云存储的性能

Kanatorn Jindarak, P. Uthayopas
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引用次数: 9

摘要

云存储是一种可在互联网上使用的大规模公共可访问存储。由于用户数量和数据访问请求数量巨大,因此需要一种良好的性能改进算法。在这项工作中,提出了一种使用智能对象放置的技术。讨论了云存储和对象放置的模型。然后,利用遗传算法对放置函数进行优化,以获得对任意存储对象的更好的平均访问速度。实验结果表明,由于物体放置位置较好,性能有明显提高。这项工作的结果可以应用于增强私有和公共存储云的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance improvement of cloud storage using a genetic algorithm based placement
Cloud storage is a massive and public accessible storage available for use on internet. Since the number of users and data access request will be massive, a good performance improvement algorithm is needed. In this work, a technique of using a smart object placement is presented. The model for cloud storage and object placement are discussed. Then, genetic algorithm is used to optimize the placement function to gain a better average access speed for any storage object. The experimental results show an obvious performance increases due to a better object placement. The result of this work can be applied to enhance performance of both private and public storage cloud.
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