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基于Storm的云计算在自动清分系统中的实时数据处理应用

     

摘要

针对轨道交通行业客流量逐年增大而带来的大数据问题,提出了采用Strom云计算技术解决该问题的方法,并证明了云计算技术完全适用于轨道自动交通售检票( AFC)清分系统( ACC),探讨了基于Storm云计算在处理清分系统处理实时数据业务中的应用。实践表明,基于Storm的云计算完全适用于轨道交通售检票清分系统的处理实时数据业务,成本低,容错好,运行稳定,效率高,硬件投资仅占单台服务器的十分之一,其扩展性与容错性均优于单台服务器。%According to big data problem caused by yearly increased rail transit passenger flow, the paper presented a method adopting Storm cloud computing technology to solve this problem, verified that cloud computing technology is suitable for rail transit Automatic Fare Collection ( AFC) system and Automatic Clearing Collection ( ACC) system, and discussed cloud computing application in processing real-time data of ACC. Practice indicates that cloud computing based on Storm is totally suitable for real-time data processing in rail transit ACC system with lower cost, better fault tolerant capability, stable operation as well as higher efficiency. Its hardware investment covers only a tenth of single server, but its expansibility and fault tolerance are both superior to single server.

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