视频网站数据分析技术开发与实现
he Research and and Implementation of Video Website Data Analysis Technology
随着视频网站迅猛发展,我们可以针对视频网站的数据进行合理分析,得出视频网站运营或者用户观看行为的相关结论。然而视频网站门类复杂,且数据较为分散,所以就需要一套视频网站数据采集系统。得到采集好的大量数据后,我们还需要一种分布式计算框架来处理计算它们,而MapReduce恰好是适合在集群里处理大数据的工具。本文将在设计实现一套视频网站数据采集系统的基础上,利用分布式计算的技术设计一种视频网站数据统计分析方案。
Nowadays, the scale of video websites becomes larger and larger. This provides us a new opportunity to develop a better way to operate large-scale websites by understanding the pattern of user behaviors once we can fully use the underlying large bunch of data generated by these video websites.However, since the structure of the video websites is complicated and the data is scattered, we need to develop a system to gather the data from video websites.Afterwards, we also need a distributed system to analyze the large amount of data. MapReduce is just a right and powerful tool for distributed system and big data processing.This article will focus on the design and develop of a system for gathering data from video websites and the use of distributed system and big data technologies to analyze the gathered video website data..
李昕、徐萌
计算技术、计算机技术
视频网站MapReduce大数据分析
Video websiteMapReduceBig data analysis
李昕,徐萌.视频网站数据分析技术开发与实现[EB/OL].(2016-11-29)[2025-08-04].http://www.paper.edu.cn/releasepaper/content/201611-403.点此复制
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