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1、分類號(hào)TP393學(xué)號(hào)14060080UDC密級(jí)公開工學(xué)碩士學(xué)位論文Hadoop下基于滑動(dòng)窗口的網(wǎng)絡(luò)流量異常檢測技術(shù)研究碩士生姓名董建亮學(xué)科專業(yè)計(jì)算機(jī)科學(xué)與技術(shù)研究方向網(wǎng)絡(luò)安全指導(dǎo)教師趙文濤國防科學(xué)技術(shù)大學(xué)研究生院二〇一六年十一月ResearchOnNetworkTrafficAnomalyDetectionOverSlidingWindowsUnderHadoopCandidate:DONGjian-liangAdvisor:ZHAOwen-taoAthesisSubmittedinpartialfulfillmentoftherequiremen
2、tsforthedegreeofMasterofEngineeringinComputerScienceandTechnologyGraduateSchoolofNationalUniversityofDefenseTechnologyChangsha,Hunan,P.R.ChinaNovember,2016國防科技大學(xué)研究生院碩士學(xué)位論文目錄摘要......................................................................................................
3、..........................................VABSTRACT........................................................................................................................................VI第一章緒論...................................................................................
4、...............................................11.1研究背景..........................................................................................................11.2研究現(xiàn)狀..........................................................................................................21
5、.1.1網(wǎng)絡(luò)流數(shù)據(jù)預(yù)處理技術(shù)..............................................................................41.1.2網(wǎng)絡(luò)流數(shù)據(jù)異常檢測..................................................................................61.3研究目的及意義.............................................................................
6、.................81.4研究內(nèi)容及創(chuàng)新點(diǎn)..........................................................................................91.5論文組織結(jié)構(gòu)................................................................................................10第二章網(wǎng)絡(luò)流數(shù)據(jù)處理模型與HADOOP大數(shù)據(jù)處理平臺(tái)........................
7、............112.1網(wǎng)絡(luò)流數(shù)據(jù)處理模型....................................................................................112.1.1界標(biāo)模型....................................................................................................112.1.2滑動(dòng)窗口模型...........................................
8、.................................................112.1.3快照模型.