Predictive Analysis of Routing and Network flows for an Intelligent Network Management


The subordinate goal of the project PRIMEnet is the development of intelligent and inovative analytic processes for predictive assessments of the quality of service in complex communication networks. PRIMEnet aims to use automated network management to ensure configuration decisions are made so that first-class performance values are achieved at the core of the Internet. By testing machine learning and artificial intelligence techniques, PRIMEnet will design and evaluate methods and tools that enable providers to perform capacity planning in a resilient manner and ensure high quality of service in the long term.


  • BCIX
  • DE-CIX
  • Freie Universität Berlin
  • HAW Hamburg
  • DFN-CERT Services GmbH

Related publications

2021-11-01 Johannes Zirngibl, Philippe Buschmann, Patrick Sattler, Benedikt Jaeger, Juliane Aulbach, Georg Carle, “It’s over 9000: Analyzing early QUIC Deployments with the Standardization on the Horizon,” in Proceedings of the 2021 Internet Measurement Conference, New York, NY, USA, Nov. 2021. [Preprint] [Homepage] [Rawdata] [Bib]

Open and running student theses

Author Title Type Advisors Year Links
Karoline Ilse IPv6 Deployment Analysis using BGP Announcements BA Patrick Sattler, Johannes Zirngibl, Juliane Aulbach 2021 Pdf
Tobias Wothge Industrial Control Systems (ICS) Protocol Detection BA Patrick Sattler, Lars Wüstrich, Johannes Zirngibl 2021
Zeynep Sonkaya Development of an Efficient Large Scale DNS Scanning Pipeline IDP Patrick Sattler, Johannes Zirngibl 2021 Pdf
Pascal Henschke Analyzing BGP as a Graph BA Johannes Zirngibl, Patrick Sattler, Juliane Aulbach 2021 Pdf
Raphael Schmid ROV + IRR: Are Authorized Routes Registered? BA Johannes Zirngibl, Patrick Sattler, Juliane Aulbach 2021 Pdf
offen Analysis of Aliased Prefixes in the Internet BA, MA Patrick Sattler, Johannes Zirngibl, Oliver Gasser 2021 Pdf
offen Analyzing QUIC v1 in the wild BA, IDP, MA Johannes Zirngibl, Patrick Sattler, Benedikt Jaeger, Juliane Aulbach 2021 Pdf
offen Bringing QUIC to High-speed Networks GR, IDP, MA Benedikt Jaeger, Johannes Zirngibl 2021 Pdf