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Research And Implementation Based On GSM Network Data Mining Analysis System

Posted on:2012-09-07Degree:MasterType:Thesis
Country:ChinaCandidate:Y LiFull Text:PDF
GTID:2178330335959872Subject:Communication and Information System
Abstract/Summary:PDF Full Text Request
With the rapid development of market economy, as telecom operators, only continue to improve service quality, increase customer satisfaction to be able to retain customers and attract more new customers. Therefore, network maintenance and optimization of must always go well for enterprises, so to maintain a high quality network operation has become the normal operation and obtain income protection. But with the telecom operator's network being more and more large-scale, the traditional way with a number of professional test equipment to test and evaluate network performance of the method revealed a lot of deficiencies.This article based on ZhongShan Mobile network optimization project, we proposed web mining analysis system, which is based on the radio interface signaling data, user information associated with data, analysis and monitoring, achieve the wireless side of network performance analysis, traffic analysis and related business information query playback, hidden fault alarm carrier,user location and other functions. Writer has done research and development of the ETL tools, databases, functional analysis algorithm, to achieve a variety of system functions.Finally improve the work of the network maintenance and service quality, so as to effectively enhance the service quality of the whole network, and then improve customer satisfaction.This paper focuses on mining analysis of network data processing system design and development, including the ETL module, database module and the key algorithm designing. And the development of the system has a more complete performance and practical solution for the enterprise's network optimization problems. This proves that the system has good reliability and validity. Also, the author's work has practical application value.
Keywords/Search Tags:data mining, data warehousing, etl network optimization, signal analysis
PDF Full Text Request
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