Scalable Network Traffic Analytics (SNTA)

This workshop aims at bridging the network traffic processing and the latest advances in machine learning and data science technologies. New analysis techniques for network traffic data are needed in the big data era, from the diverse angles of network performance, availability, and security. For example, real-time streaming analytics algorithms and methods need to be explored for estimating network performance and summarizing the traffic variables to capture the network activities due to the network bandwidth increase. Multivariate analysis of traffic variables may be able to provide the intuitive, comprehensive view of the traffic dynamics. New network activities logging techniques are also needed in the future with the latest development in the storage and archival technologies. Many applications in network traffic analysis may need to address the application-specific requirements and challenges. In this workshop, we intend to share visions of investigating new approaches and method