一种基于可靠性的云计算资源分配方法

A. B. Alam, Mohammad Zulkernine, A. Haque
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引用次数: 20

摘要

云通过多种资源分配方案,根据用户的需求向用户提供资源。可靠的资源分配是云计算的主要问题之一。本文的目标是为云计算提供一种可靠的资源分配方法,同时使成本最小化。现有的关于云环境下资源分配的研究主要关注成本和资源利用率,而我们研究的是云环境中最关键的特征——云可靠性。我们的工作的主要新颖之处在于,在为用户分配适当的资源时,我们不仅考虑了可靠性,而且考虑了成本。我们提出的方法的目的是在最小化成本的同时最大化可靠性。在这方面,我们提出了一种启发式的云资源分配方法。我们提供了几个性能分析来验证我们的方法,仿真结果表明,我们的方法在为用户分配资源时提供了更高的可靠性。
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A Reliability-Based Resource Allocation Approach for Cloud Computing
Cloud provides resources to the users based on their requirements by using several resource allocation schemes. Reliable resource allocation is one of the major issues of cloud computing. The objective of this paper is to provide a reliable resource allocation approach for cloud computing while minimizing the cost. The existing research works on resource allocation in cloud mostly address cost and resource utilization whereas we address the most crucial feature, which is cloud reliability. The main novelty of our work is that we consider not only reliability but also cost while allocating appropriate resources to the users. The aim of our proposed approach is to maximize reliability while minimizing the cost. In this regard, we propose a heuristic for resource allocation in cloud. We provide several performance analyses to validate our approach and the simulation results show that our approach provides increased reliability while allocating resources to the users.
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