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Benchmarking data warehouse systems in the cloud

机译:在云中对数据仓库系统进行基准测试

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摘要

The most common benchmarks for cloud computing are the Terasort benchmark and the YCSB benchmark. Although these benchmarks are quite useful, they were not designed for data warehouse systems and related OLAP technologies. In this paper, first, we present cloud computing and data warehouse systems. Then, we argue that TPC-H benchmark — the most prominent benchmark for decision support system, mismatches cloud rationale (scalability, elasticity, pay-per-use, fault-tolerance features) and Customer Relationship Management rationale (enduser satisfaction, Quality of Service features). Finally, we present new requirements for implementing a benchmark for data warehouse systems in the cloud. The proposed requirements should allow a fair comparison of different cloud systems providers' offerings.
机译:云计算最常见的基准是Terasort基准和YCSB基准。尽管这些基准非常有用,但它们并不是为数据仓库系统和相关的OLAP技术而设计的。在本文中,首先,我们介绍了云计算和数据仓库系统。然后,我们认为TPC-H基准(决策支持系统的最重要基准)与云理论(可伸缩性,弹性,按使用付费,容错功能)和客户关系管理理论(最终用户满意度,服务质量)不匹配。特征)。最后,我们提出了在云中实现数据仓库系统基准的新要求。拟议的要求应允许公平比较不同云系统提供商的产品。

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