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The Design And Implementation Of Users’ Network Access Analytics System

Posted on:2015-01-21Degree:MasterType:Thesis
Country:ChinaCandidate:S TangFull Text:PDF
GTID:2308330467989317Subject:Software engineering
Abstract/Summary:PDF Full Text Request
With the computer network spreading and developing, the number of network useris increasing, and the users’ behavior is more and more complex. One hand, the methodis needed to quickly detect and effectively control the destroy, the cheat and theincursion; the other hand, to well serve for the users, it is needed to grasp the mode ofusers’ network behavior.The system uses B/S structure of the multi-layer infrastructure, including thefollowing modules: the interface module of data sampling, the front-end of real-timedata collection, data distribution processing layer, database layer system managementconsole and report presentation layer.Systems will be development with Java language, and apply Apache’s Hadooptechnologies and frameworks for distributed data processing. System has Oracle andResin as database and web application server, ensure that the system has highrobustness and good scalability, to meet a number of large sites long-term analysisrequires.System tracking and statistics the site visit process, the specific informationwhich reflects the behavior of user access. Through the acts of users access, system cancollect, calculate and analysis the arrival rate of advertising, bounce rate, average staytime, and so on users index value. These indicators are a vital measurement to thewebsites and even the advertises to support the operators of websites to make manydecisions.
Keywords/Search Tags:Access Pattern, Web Analytics, Massive Data, Distribute Process
PDF Full Text Request
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