CloudAlloc: a monitoring and reservation system for compute clusters

Enrico Iori, A. Simitsis, Themis Palpanas, K. Wilkinson, S. Harizopoulos
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引用次数: 5

Abstract

Cloud computing has emerged as a promising environment capable of providing flexibility, scalability, elasticity, fail-over mechanisms, high availability, and other important features to applications. Compute clusters are relatively easy to create and use, but tools to effectively share cluster resources are lacking. CloudAlloc addresses this problem and schedules workloads to cluster resources using allocation algorithms that can be easily changed according to the objectives of the enterprise. It also monitors resource utilization and thus, provides accountability for actual usage. CloudAlloc is a lightweight, flexible, easy-to-use tool for cluster resource allocation that has also proved useful as a research platform. We demonstrate its features and also discuss its allocation algorithms that minimize power usage. CloudAlloc was implemented and is in use at HP Labs.
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CloudAlloc:用于计算集群的监控和预留系统
云计算已经成为一种很有前途的环境,能够为应用程序提供灵活性、可伸缩性、弹性、故障转移机制、高可用性和其他重要特性。计算集群相对容易创建和使用,但缺乏有效共享集群资源的工具。CloudAlloc解决了这个问题,并使用可以根据企业目标轻松更改的分配算法将工作负载调度到集群资源。它还监测资源利用情况,从而对实际使用情况负责。CloudAlloc是一个轻量级、灵活、易于使用的集群资源分配工具,它也被证明是一个有用的研究平台。我们展示了它的特点,并讨论了它的分配算法,以最大限度地减少功耗。CloudAlloc是在惠普实验室实现和使用的。
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