2 papers
cs.NI2026
Lossy Compression of Network Feature Data: When Less Is Enough
Fabio Palmese, Gabriele Merlach, Damiano Ravalico +2
Network traffic analysis increasingly relies on feature-based representations to support monitoring and security in the presence of pervasive encryption. Although features are more…
cs.NI2025
Handling Large-Scale Network Flow Records: A Comparative Study on Lossy Compression
Gabriele Merlach, Damiano Ravalico, Martino Trevisan +3
Flow records, that summarize the characteristics of traffic flows, represent a practical and powerful way to monitor a network. While they already offer significant compression com…