Overall design of big data platform for railway freight cars
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摘要: 为促进铁路货车数据资源共享、推进大数据技术在铁路货车领域的应用,提出了铁路货车大数据平台的总体设计方案。在分析铁路货车大数据来源及数据特征的基础上,基于大数据采集与存储技术、大数据治理技术、大数据算法和模型、大数据计算分析技术,设计了铁路货车大数据平台的总体架构和技术架构,为铁路货车大数据平台的搭建提供设计依据。目前已在中国国家铁路集团有限公司开展了基于该设计方案的铁路货车大数据平台的搭建。Abstract: In order to promote the data resources sharing of railway freight cars and promote the application of big data technology in the field of railway freight cars, this article put forward the overall design scheme of big data platform for railway freight cars.Based on the analysis of big data sources and data characteristics of railway freight cars, the article designed the overall structure and technical framework of big data platform for railway freight cars based on big data acquisition and storage technology, big data management technology, big data algorithm and model, and big data calculation and analysis technology. It provides design basis for the construction of big data platform for railway freight cars. At present, the construction of big data platform for railway freight cars based on the design scheme has been carried out in China Railway.
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Key words:
- railway freight cars /
- big data platform /
- Hadoop
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