Research and Practice of Big Data Platform of Games

Yang Su; Xiaojun Liu; Yong Tang; Yang Huang

doi:10.3969/j.issn.1000-0801.2014.10.004

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Research and Practice of Big Data Platform of Games

Topic: big data technology and Application | 更新时间：2024-06-05

- Research and Practice of Big Data Platform of Games
- Telecommunications Science Vol. 30, Issue 10, Pages: 21-26(2014)
- 作者机构：
  
  1. 炫彩互动网络科技有限公司南京 210029
  2. 中国电信股份有限公司广东研究院广州 510630
- 作者简介：
- 基金信息：
- DOI：10.3969/j.issn.1000-0801.2014.10.004
  CLC：
- Published Online：2014-10，
  
  Published：20 October 2014
- 稿件说明：
移动端阅览
Yang Su, Xiaojun Liu, Yong Tang, et al. Research and Practice of Big Data Platform of Games[J]. Telecommunications science, 2014, 30(10): 21-26.
DOI：

Yang Su, Xiaojun Liu, Yong Tang, et al. Research and Practice of Big Data Platform of Games[J]. Telecommunications science, 2014, 30(10): 21-26. DOI： 10.3969/j.issn.1000-0801.2014.10.004.

摘要

立足于游戏平台数据快速处理需求，构建基于分布式+关系数据混合多元的大数据处理架构，针对高价值密度的结构化数据采用关系数据处理；大量无序的非结构化数据采用分布式机制处理。两种类型数据实现有序化后，统一交予传统关系数据库构建关系化模型并展示，既能实现关键经营分析数据的高效处理，又能满足无序的日志数据规模化处理需求。通过剖析其总体架构、主要功能和关键技术，从而为其他业务平台大数据分析建设和改造提供借鉴和参考。

Abstract

Based on the game platform data processing needs

the diversified mix of large data processing architecture was built based on distributed+relational data

for high-value-density structured data using relational data processing;lots of disorderly unstructured data processing was using a distributed mechanism. Two types of data to achieve the orderly were unified handed over to traditional relational database model to build relationships and showed that could be achieved through efficient handling of business analysis data

but also to meet the scale of disorderly log data processing requirements. The overall architecture

the main features and key technologies were analyzed

so as reference was provided for other business data analysis platform for large construction and renovation.

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Keywords

references

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周江，王伟平，孟丹等．面向大数据分析的分布式文件系统关键技术．计算机研究与发展， 2014 , 51 ( 2 )

宋杰，郭朝鹏，王智等．大数据分析的分布式MOLAP技术．软件学报， 2014 ( 2 ): 731 ～ 752

赵辉，杨树强，陈志坤等．基于MapReduce模型的范围查询分析优化技术研究．计算机研究与发展， 2014 ( 3 ): 606 ～ 617

智慧来．面向异构数据分析的形式概念分析扩展模型．电子学报， 2013 , 41 ( 12 ):

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