数据流及其在流处理中的应用教程

Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems Pub Date : 2017-06-08 DOI:10.1145/3093742.3095108

Leonardo Querzoni, Nicolo Rivetti

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引用次数: 3

摘要

在这篇教程中，我们介绍了应用于流处理系统的数据流领域的最新研究成果。特别介绍了数据流模型，详细介绍了该研究领域的主要算法成果。然后，我们将详细介绍如何将这些算法应用于现代分布式流处理系统以提高其效率。最后提出了该领域的几个开放研究方向。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Data Streaming and its Application to Stream Processing: Tutorial

In this tutorial paper we present the results of recent research findings in the area of data streaming applied to stream processing systems. In particular, we introduce the data streaming model, detailing the main algorithmic results in this research field. We then move to detail how such algorithms can be applied to modern distributed stream processing systems to improve their efficiency. Finally we outline several open research directions in this field.

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Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems

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