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Integrated Big Data Processing And Analysis System Of The Adobe’s Global Users

Posted on:2015-10-29Degree:MasterType:Thesis
Country:ChinaCandidate:C G QiuFull Text:PDF
GTID:2298330467984684Subject:Software engineering
Abstract/Summary:PDF Full Text Request
With the advent of the Internet information age, people have become accustomed to using a variety of office and entertainment software. In order to develop more attractive and easy to learn, work, live software, software companies need in-depth understanding of user data to meet user needs and the objective and subjective need to tap the potential users. So the user data analysis software company to become one of the essential items. Many researchers have studied through technological innovation and to help software companies get more and more rich and accurate user profile information. The Adobe company focused on the development and promotion of image processing software PhotoShop, Illustrator vector graphics processing software, Indesign layout design software, Adobe software, so the company hopes to enhance the user data analysis software to meet user demand for more functionality, simplify user operation to reduce users labor costs, such as the deletion of unused functions to save development costs and research and development for the software itself thin, making sales through data analysis model that the company create more interest.Based on the current theory and literature at home and abroad for large data, user data, analysis, and foreign well-known software companies and solutions in dealing with large data and user data analysis problems, combined with Adobe software company’s own characteristics, from the design of a user data collection, a large data processing, data warehouse CUBE established and applied to the user data update WEB showcase products in statement processing large data integration and analysis system. System realizes the user log files to collect user read and parse the log files stored in the database, create and update a database of products, the establishment and application of the product to update a data warehouse CUBE’s, New Dashboard and data display subsystem Arches and other features such as WEB. The system management application database SQL Server2008, SQL Server2008Analysis Servicer application to build and manage a data warehouse CUBE, writing SQL scripts to achieve ETL process, WEB user data analysis and data display subsystem through SQL statements and MDX statements to the database and data warehouse CUBE interact, ThinkPHP framework as WEB user data analysis and presentation layer framework subsystem. Using PHP, JavaScript, HTML, Java programming language, such as WEB user data analysis and data display subsystem basic functionality, using Apache as WEB servers. This system to help companies make important decisions, and product user data analysis automation, improve work efficiency, product manager so important. Through continuous improvement and testing. and ultimately the system to be realized, all the requirements set forth in functions can be used normally, I believe that the user data analysis to other similar software companies will have some reference value.
Keywords/Search Tags:Data Analysis, ETL, Big Data, Cube, MDX
PDF Full Text Request
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