{"title":"分布式智能网络流量监控与异常检测方法的应用","authors":"M. Syukur, M. Pasha, S. Ramadass, R. Budiarto","doi":"10.1109/DFMA.2006.296910","DOIUrl":null,"url":null,"abstract":"Monitoring a large corporate network connecting thousands of computers which generate billions of packets everyday is a challenge and difficult task! This paper proposes a distributed approach of intelligent network traffic monitoring and anomaly detection system. By utilizing a distributed client-server scheme, our proposed system can monitor multiple network segments and distribute the workload among the intelligent clients to monitor and detect anomaly. In this way, the complexity of having analyzing enormous traffic at once can be reduced. The server's primary task is only to manage all different profiles from different network segment used by the intelligent clients in their respective segments","PeriodicalId":333315,"journal":{"name":"The 2nd International Conference on Distributed Frameworks for Multimedia Applications","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Distributed Approach of Intelligent Network Traffic Monitoring and Anomaly Detection Application\",\"authors\":\"M. Syukur, M. Pasha, S. Ramadass, R. Budiarto\",\"doi\":\"10.1109/DFMA.2006.296910\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Monitoring a large corporate network connecting thousands of computers which generate billions of packets everyday is a challenge and difficult task! This paper proposes a distributed approach of intelligent network traffic monitoring and anomaly detection system. By utilizing a distributed client-server scheme, our proposed system can monitor multiple network segments and distribute the workload among the intelligent clients to monitor and detect anomaly. In this way, the complexity of having analyzing enormous traffic at once can be reduced. The server's primary task is only to manage all different profiles from different network segment used by the intelligent clients in their respective segments\",\"PeriodicalId\":333315,\"journal\":{\"name\":\"The 2nd International Conference on Distributed Frameworks for Multimedia Applications\",\"volume\":\"17 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2006-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The 2nd International Conference on Distributed Frameworks for Multimedia Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/DFMA.2006.296910\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The 2nd International Conference on Distributed Frameworks for Multimedia Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DFMA.2006.296910","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Distributed Approach of Intelligent Network Traffic Monitoring and Anomaly Detection Application
Monitoring a large corporate network connecting thousands of computers which generate billions of packets everyday is a challenge and difficult task! This paper proposes a distributed approach of intelligent network traffic monitoring and anomaly detection system. By utilizing a distributed client-server scheme, our proposed system can monitor multiple network segments and distribute the workload among the intelligent clients to monitor and detect anomaly. In this way, the complexity of having analyzing enormous traffic at once can be reduced. The server's primary task is only to manage all different profiles from different network segment used by the intelligent clients in their respective segments