Nikolay Melnikov

Research skills

IT

Network Administration, Network Configuration, Network Architecture, system administration
Statistical

Data analysis using various proprietary or open source tools, Network statistics analysis, Application of various machine learning techniques to data processing

Interests

Computer Networks, Digital Archiving, Network flows, Human Memory, Congestion Control, user identification, anonymization, human-machine interaction

Jun 2010

Award: International Federation for Information Processing (IFIP) Best Paper Award at the Fourth International Conference on Autonomous Infrastructure, Management, and Security (AIMS 2010).

Flow signatures of popular applications.

Vladislav Perelman, Nikolay Melnikov, Jürgen Schönwälder

Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, IM 2011, Dublin, Ireland, 23-27 May 2011; 01/2011
Implementation of a Stream-Based IP Flow Record Query Language.

Kaloyan Kanev, Nikolay Melnikov, Jürgen Schönwälder

Mechanisms for Autonomous Management of Networks and Services, 4th International Conference on Autonomous Infrastructure, Management and Security, AIMS 2010, Zurich, Switzerland, June 23-25, 2010. Proceedings; 01/2010
Cybermetrics: User Identification through Network Flow Analysis.

Nikolay Melnikov, Jürgen Schönwälder

Mechanisms for Autonomous Management of Networks and Services, 4th International Conference on Autonomous Infrastructure, Management and Security, AIMS 2010, Zurich, Switzerland, June 23-25, 2010. Proceedings; 01/2010
Flow-based Identification of Failures Caused by IPv6 Transition Mechanisms

Vaibhav Bajpai, Nikolay Melnikov, Anuj Sehgal, Jürgen Schönwälder

6th International Conference on Autonomous Infrastructure, Management and Security (AIMS 2012);