2 papers
cs.AI2020
EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis
Andrea Morichetta, Pedro Casas, Marco Mellia
The application of unsupervised learning approaches, and in particular of clustering techniques, represents a powerful exploration means for the analysis of network measurements. D…
cs.DC2020
A Survey on Big Data for Network Traffic Monitoring and Analysis
Alessandro D'Alconzo, Idilio Drago, Andrea Morichetta +2
Network Traffic Monitoring and Analysis (NTMA) represents a key component for network management, especially to guarantee the correct operation of large-scale networks such as the…