Design and implementation of network user behaviors analysis based on Hadoop for big data

作者：Guan Jianfeng^*; Yao Su; Xu Changqiao; Zhang Hongke

来源：Communications in Computer and Information Science, 2014, 490: 44-55.

DOI：10.1007/978-3-662-45670-5

• Design and implementations
• Dynamic behaviors
• Hadoop
• Long-term behavior
• Network services
• Potential threats
• Search
• User behaviors

With the widespread use of encryption techniques in network applications, encrypted network traffic has recently become a great challenge for network management. Studies on encrypted traffic classification not only help to improve the network service quality, but also assist in enhancing network security. In this paper, we first introduce the basic information of encrypted traffic classification, emphasizing the influences of encryption on current classification methodology. Then, we summarize the challenges and recent advances in encrypted traffic classification research. Finally, the paper is ended with some conclusions.

• 出版日期2014--
• 单位北京邮电大学