•  2
    Streaming network traffic measurement and analysis is critical for detecting and preventing any real-time anomalies in the network. The high speeds and complexity of today's networks, coupled with ever evolving threats, necessitate closing of the loop between measurements and their analysis in real time. The ensuing system demands high levels of programmability and processing where streaming measurements adapt to the changing network behavior in a goal-oriented manner. In this work, we exploit t…Read more
  •  5
    Streaming solutions for fine-grained network traffic measurements and analysis
    with N. Hosein, S. Ghiasi, C. N. Chuah, and P. Sharma
    Online network traffic measurements and analysis is critical for detecting and preventing any real-time anomalies in the network. We propose, implement, and evaluate an online, adaptive measurement platform, which utilizes real-time traffic analysis results to refine subsequent traffic measurements. Central to our solution is the concept of Multi-Resolution Tiling, a heuristic approach that performs sequential analysis of traffic data to zoom into traffic subregions of interest. However, MRT is …Read more