期刊文献+

规划建模数据分析平台技术架构研究 被引量:2

Research on technologies architecture of network planning and modeling platform
下载PDF
导出
摘要 面对互联网技术的激烈竞争,电信运营企业迫切需要建立以市场为导向的精细化资源配置管理体系,通过大数据分析提升企业效率和竞争能力。但是大数据分析技术在运营商业务和网络协同规划中的应用尚没有成熟经验,本文研究提出支撑运营商网络规划建模工作的数据分析平台功能设计和关键平台架构技术,为构建类似规划分析平台提供技术架构参考。 Faced with intense competition from Internet technologies, telecom companies need to establish a marketoriented resource allocation management system and enhance the efficiency and competitiveness using big data analysis technologies. But the operators have no mature experiences to use big data analysis techniques in business and network collaborative planning. This paper studies the functional designs, architecture and key technologies of network planning and modeling platform and provides a reference for building similar big data analysis system.
出处 《电信工程技术与标准化》 2016年第2期14-19,共6页 Telecom Engineering Technics and Standardization
关键词 网络规划建模 软件架构 大数据分析 network plan and model software architecture big data analysis
  • 相关文献

参考文献3

二级参考文献42

  • 1[OL].<http://hadoop.apache.org.>.
  • 2WinterCorp: 2005 TopTen Program Summary. http:// www. wintercorp, com/WhitePapers/WC TopTenWP. pdf.
  • 3TDWI Checklist Report: Big Data Analytics. http://tdwi. org/research/2010/08/Big-Data-Analytics, aspx.
  • 4Chaudhuri S, Dayal U. An overview of data warehousing and OLAP technology. SIGMOD Rec, 1997,26(1): 65-74.
  • 5Madden S, DeWitt D J, Stonebraker M. Database parallelism choices greatly impact scalability. DatabaseColumn Blog. http://www, databasecolumn, com/2007/10/database-parallelism-choices, html.
  • 6Dean J, Ghemawat S. MapReduce: Simplified data processing on large clusters//Proceedings of the 6th Symposium on Operating System Design and Implementation (OSDI ' 04). San Francisco, California, USA, 2004: 137-150.
  • 7DeWitt D J, Gerber R H, Graefe G, Heytens M L, Kumar K B, Muralikrishna M. GAMMA--A high performance dataflow database machine//Proceedings of the 12th International Conference on Very Large Data Bases (VLDB' 86). Kyoto, Japan, 1986:228-237.
  • 8Fushimi S, Kitsuregawa M, Tanaka H. An overview of the system software of a parallel relational database machine// Proceedings of the 12th International Conference on Very Large DataBases(VLDB'86). Kyoto, Japan, 1986:209-219.
  • 9Brewer E A. Towards robust distributed systems//Proceedings of the 19th Annual ACM Symposium on Principles of Distributed Computing (PODC' 00). Portland, Oregon, USA, 2000:7.
  • 10http: //www. dbms2, com/2008/08/26/known-applications of mapreduce/.

共引文献616

同被引文献12

引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部