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The Data Analyzing Platform Facing To Telecommunications Industry

Posted on:2013-12-24Degree:MasterType:Thesis
Country:ChinaCandidate:X LinFull Text:PDF
GTID:2248330374499473Subject:Software engineering
Abstract/Summary:PDF Full Text Request
In this highly developed times, telecommunication operators and internet are the two industries which create huge data. Especially for those telecommunication operators, how to efficiently analyze the data, and upgrade speech communication and service level, becomes a necessary part which should be importantly taken into consideration. By means of analyzing the situation of telecommunication operators nowadays, we strive to introduce those data analysts and decision makers a train of thought how to construct data analyzing platform.In order to understand the situation of telecommunication operators, our project team spends threes months on investigation, and sort out the background of telecommunication industry, the current problem, the way of improvement, and the prospective goal by the communication with the staff in the domain of operation support and network optimization. In the next two months, we summarize the resources, and conclude eight operation settings and some substantial concept. Finally, we analyze the more mature project of database construction in telecommunication industry, the decision supporting system and the cloud computing platform to obtain the necessary function and the designing project of data analyzing platform facing to telecommunication. In fact, our work reaches the prospective designing aim.We construct the data model of multidimensional analysis based on telecommunication network element to solve the problem of lack of substantial resources. We deal with the technical difficulty of data pre-computing via building automatically index collected mechanism, and shield complicated table construction as well as reduce the cost of systematical training by the way of openapi which is one of popular factors in the internet.
Keywords/Search Tags:telecommunication, data analyzing, BI, database, huge data, data mining
PDF Full Text Request
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