CloudProphet: towards application performance prediction in cloud

Ang Li, X. Zong, Srikanth Kandula, Xiaowei Yang, Ming Zhang
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引用次数: 91

Abstract

Choosing the best-performing cloud for one's application is a critical problem for potential cloud customers. We propose CloudProphet, a trace-and-replay tool to predict a legacy application's performance if migrated to a cloud infrastructure. CloudProphet traces the workload of the application when running locally, and replays the same workload in the cloud for prediction. We discuss two key technical challenges in designing CloudProphet, and some preliminary results using a prototype implementation.
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CloudProphet:面向云中的应用程序性能预测
为应用程序选择性能最好的云是潜在云客户的一个关键问题。我们推荐CloudProphet,这是一个跟踪和重播工具,用于预测迁移到云基础设施后遗留应用程序的性能。CloudProphet在本地运行时跟踪应用程序的工作负载,并在云中重播相同的工作负载以进行预测。我们讨论了设计CloudProphet的两个关键技术挑战,以及使用原型实现的一些初步结果。
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