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一种基于Kafka/Hadoop/Hive平台的大规模智慧路灯的数据采集与处理系统

Data Acquisition and Processing System for Large-scale Smart Street Poles Based on Kafka/Hadoop/Hive Platform

中文摘要英文摘要

随着信息科技的飞速发展,智慧路灯出现在了人们视野中。区别于普通路灯,智慧路灯集成了很多智能模块。这些模块实时地向服务器上报大量的检测数据和监控数据,随着智慧路灯的数量增多,以及运行时间的延伸,这些检测数据和监控数据将累积成海量数据,同时路灯与服务器之间的TCP长连接将超过负载。为了解决大规模的TCP长连接问题以及大规模智慧路灯所产生的海量数据的采集、存储与处理的问题,本文采用Kafka、Hadoop、Hive等技术设计并实现了一个分布式的智慧路灯数据的采集、存储与处理系统。

With the rapid development of information technology, smart street poles appear in people\'s vision. Different from ordinary street poles, smart street poles integrate a lot of intelligent modules. These modules report a large amount of monitoring data to the server in real time. As the number of smart street poles increases and the running time stretches, thesemonitoring data will be accumulated into mass data, and the TCP connection counts between the street pole and the server will be overload. In order to solve the problem of large-scale TCP long-link problem and the massive data collection, storage and processing caused by large-scale smart street poles, the paper uses Kafka, Hadoop, Hive and other technologies to design and implement a distributed smart street poles data Acquisition, storage and processing system.

何沙、肖波

计算技术、计算机技术通信电子技术应用

大规模智慧路灯海量数据KafkaHadoopHive

Large-scale smart street polesBig dataKafkaHadoopHive

何沙,肖波.一种基于Kafka/Hadoop/Hive平台的大规模智慧路灯的数据采集与处理系统[EB/OL].(2017-11-29)[2025-07-19].http://www.paper.edu.cn/releasepaper/content/201711-239.点此复制

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