Topic of PhD thesis

Advisor:Ryšavý Ondřej, doc. Ing., Ph.D.
Student:Jeřábek Kamil, Ing.
Topic:Big Data Analysis Techniques for Network Traffic Monitoring
PhD thesis subject:

An amount of data in computer networks has dramatically increased in the last few years, imposing problems for the typical Network Traffic Monitoring and Analysis (NTMA) tools. For fast and accurate anomaly detection, identification of network attacks and intrusions, the NTMA tools must be able to cope with thousands of events per second and deal with an extensive database of historical data.
This project aims at researching and developing novel scalable techniques capable of analyzing both online network traffic data streams and offline traffic datasets.
Part of research project: