混合分析系统中的数据移动:自动化的一个案例

Scientific and statistical database management : International Conference, SSDBM ... : proceedings. International Conference on Scientific and Statistical Database Management Pub Date : 2014-06-30 DOI:10.1145/2618243.2618273

Patrick Leyshock, D. Maier, K. Tufte

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引用次数: 1

摘要

混合数据分析系统集成了分析工具和数据管理工具。虽然混合系统有好处，但为了有效地实现两个混合组件之间的数据移动，必须尽量减少。通过实验结果，我们证明了在输入大小、形状和位置不同的工作负载下，自动化是管理混合系统中数据移动的唯一实用方法。

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Data movement in hybrid analytic systems: a case for automation

Hybrid data analysis systems integrate an analytic tool and a data management tool. While hybrid systems have benefits, in order to be effective data movement between the two hybrid components must be minimized. Through experimental results we demonstrate that under workloads whose inputs vary in size, shape, and location, automation is the only practical way to manage data movement in hybrid systems.

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Scientific and statistical database management : International Conference, SSDBM ... : proceedings. International Conference on Scientific and Statistical Database Management

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