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An Intelligent Approval System for City Construction based on Cloud Computing and Big Data

机译:基于云计算和大数据的城市建设智能审批系统

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摘要

On the theoretical basis of cloud services, big data technology and case-based reasoning technology (CBR), the authors propose an Intelligent Approval System for City Construction (IASCC). The paper introduces the concept of 'case approval cloud' and puts forward the city construction approval model based on CBR, by which the storage and computation of the urban construction approval data are concentrated in the cloud. In this system, the authors use the distributed database of HBase, making the data storage capacity of the system with high scalability, design the intelligent approval system based on CBR using the distributed programming framework of MapReduce, making full use of the large amount of historical approval data, and use the distributed full-text retrieval system of SorCloud to retrieve the approval data with a high response speed. IASCC adopts Hadoop as the development platform, using HBase, Solr and MapReduce technology to complete the prototype development of an intelligent approval system. Finally, the authors give the implementation of the system and the performance tests of some key modules.
机译:在云服务,大数据技术和基于案例的推理技术(CBR)的理论基础上,作者提出了城市建设智能审批系统(IASCC)。介绍了“案例审批云”的概念,提出了基于CBR的城市建设审批模型,将城市建设审批数据的存储和计算集中在云中。在该系统中,作者使用了HBase的分布式数据库,使系统的数据存储能力具有较高的可扩展性,并使用MapReduce的分布式编程框架设计了基于CBR的智能审批系统,充分利用了大量的历史数据批准数据,并使用SorCloud的分布式全文检索系统以高响应速度检索批准数据。 IASCC采用Hadoop作为开发平台,使用HBase,Solr和MapReduce技术来完成智能审批系统的原型开发。最后,作者给出了系统的实现以及一些关键模块的性能测试。

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