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大数据背景下的电力营销信息管理平台设计

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为了提升电力营销大数据处理和调度效率,设计大数据背景下的电力营销信息管理平台.基于Hadoop和MapReduce设计平台存储和技术框架,利用大数据技术划分电力营销大数据,实现电力营销信息状态安全分析和监控;采用云计算技术分析和处理电力营销数据.测试结果显示,所设计平台的大数据处理吞吐量较高、大数据处理加速比稳定;数据调度计算效率较高、性能稳定;将电力营销数据以对象形式缓存到内存中时,执行时间较短、耗费内存较小.该平台具备较好的数据处理及调度能力.
Design of power marketing information management platform under the background of big data
In order to improve the efficiency of the big data processing and dispatching in power marketing,a power marketing information management platform under the background of big data is designed.The stor-age platform and technical framework based on Hadoop and MapReduce is designed and the big data tech-nology is used to divide power marketing big data to realize power marketing information state security analy-sis and monitoring.Then,cloud computing technology is adopted to analyze and process power marketing data.The test results show that the big data processing throughput of the designed platform is high and the acceleration ratio of big data processing is stable.Besides,data scheduling has high efficiency and stable performance.When the power marketing data is cached into memory in the form of object,the execution time is short and the memory consumption is the least.All in all,the platform has good data processing and scheduling capabilities.

power systemmarketing informationmanagement platformbig dataCloud computing

朱妮

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陕西国际商贸学院,陕西咸阳 712000

电力系统 营销信息 管理平台 大数据 云计算

2024

信息技术
黑龙江省信息技术学会 中国电子信息产业发展研究院 中国信息产业部电子信息中心

信息技术

CSTPCD
影响因子:0.413
ISSN:1009-2552
年,卷(期):2024.(1)
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