Alessandro Dalconzo

Background

About Alessandro Dalconzo

PhD in Information Engineering, 10 years of experience in Networking Research & Development. During the past 10 years I have been involved in multiple national and international research and industrial projects in Networking (EU FP7, AT COMET, AT FFG, IT PS-121). I have been Secretary of the TMA COST Action, and I have managed both EU projects and national industry projects. I have published about 50 research papers in major international conferences and journals, and I have received 2 best paper awards. I am peer reviewer in major international conferences and journals, and I am currently Editor for Elsevier Computer Networks Journal. Expertise in telecommunication: statistical-based Anomaly Detection and diagnosis for Network Security, Machine-Learning applied to Networking Problems (anomaly detection, security threats, Quality of Experience Assessment, Quality of Service, Traffic Analysis and Classification). Specialties: Statistical based modelling, Machine Learning, Distributed Traffic Analysis, Network-Wide Anomaly Detection, Network Tomography, Traffic Classification, Large Scale Traffic Estimation and Forecasting, Traffic Engineering, QoS and Quality of Experience Assessment, Secure Multiparty Computation, IP Networks, Network Security. Mathematics: Statistical Signal Processing, Principal Component Analysis, Wavelet transform, Machine Learning (Supervised/Unsupervised Learning, Features Selection, Multi-Dimensional Analysis, Sparsity and High-Dimensional Analysis), Pattern Recognition, Knowledge Discovery.