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Data Warehouse Application Research In Telecom Management Analysis System

Posted on:2009-05-06Degree:MasterType:Thesis
Country:ChinaCandidate:H Y LvFull Text:PDF
GTID:2178360242474305Subject:Computer software and theory
Abstract/Summary:PDF Full Text Request
In recent year, information technology has been applied diffusely in telecom industry. Lots of history data has been accumulated according to the use of computer application systems, such as Operating Network System, Integrated Service System, Statistic Fee System, OA System, etc. In traditional conditions, however, large amount of data can't be turned into useful information for decision-making. OLTP system becomes inflexible because of the lack of detailed data and systematic resource can't meet the need of business. On the other hand, managersand decision-makers can't adapt to violent competition because they only get limit information according to the OLTP system. Therefore,Data Warehouse provides an effect solution for enterprise to implement further informational of the massive data. Compares with the traditional database technology, the data warehouse has provided a better support for the decision analysis and jumped out the categories in traditional on-line business processes. Therefore, data warehouses technological development is very quick in the last few years, and peoples have developed many applications in each profession. Compare to the overseas middle or large scale enterprises our country enterprise's data ware house construction is still in the exploration stage at present. In large-scale and information-based enterprises like the telecommunication companies in China, building data warehouse application is a high-level request to the technology users.The paper firstly analyzes the difficulty and challenge that telecommunication enterprise is confronted with at present deeply, and then has suggested the necessity of building Data Warehouse-Based Management and Analysis System for telecommunication industry builds systematic necessity of data storehouse-based operation analysis. Then, based on the research of Data Ware-house and Management and Analysis System technology, the Data Ware-house model of Telecom Management and Analysis System has been analyzed and designed detailed. Mainly combine with the special feature of business of telecommunications companies, builds the data model which has five subjects (custom, product, traffic, billing, and marketing) and satisfies requirements of most telecommunications companies. At the same time, providing the division of Data Granularity and Data ETL progress design elaborately. Finally, by the applying example of income forecast, realizes the build of the Data Ware-house model use of SQL Server Data Warehouse Toolkit. In addition, forecasting simply the income of one month of a telecommunications company. The effect of the forecast verifies that the data warehouse model designed in the paper meets the business analysis needs of Telecom Management and Analysis System.
Keywords/Search Tags:Data Warehouse, Telecom Management and Analysis System, Dimension Modeling, Income Forecast Analysis
PDF Full Text Request
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