流数据处理并行分布式系统的自动化设计

2016 International Conference Radio Electronics & Info Communications (UkrMiCo) Pub Date : 2016-09-01 DOI:10.1109/UKRMICO.2016.7739641

D. Titov, A. Doroshenko, O. Yatsenko

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引用次数: 1

摘要

提出了一种用于分布式动态扩展容错计算平台并行程序设计的高级代数算法工具。通过设计一个用于处理大量流数据的并行分布式系统的实例，说明了所开发的工具的使用。作为数据源的例子，我们选择了Twitter社交网络。考虑了分布式系统在云平台上的部署，并给出了实验结果。

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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Automated design of a parallel distributed system for streaming data processing

The development of high-level algebra-algorithmic tools for automated parallel program design for a distributed dynamically scalable fault-tolerant computing platform is proposed. The usage of the developed tools is illustrated on an example of designing a parallel distributed system intended for processing a large amount of streaming data. As an example of data source, there was chosen the Twitter social network. The deployment of the distributed system to the cloud platform is considered and experiment results are given.

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2016 International Conference Radio Electronics & Info Communications (UkrMiCo)

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