PRIMEnet

Prädiktive Analyse von Routing und Verkehrsflüssen für ein intelligentes Netz-Management

Beschreibung

Das übergeordnete Ziel des Projekts PRIMEnet liegt in der Erarbeitung intelligenter, innovativer Analyseverfahren zur vorausschauenden Einschätzung von Dienstgüten in komplexen Kommunikationsnetzen. PRIMEnet möchte mit einem automatisierten Netz-Management Konfigurationsentscheidungen sicherstellen, so dass erstklassige Leistungswerte im Kern des Internets erzielt werden. Durch die Erprobung von Verfahren des maschinellen Lernens und der künstlichen Intelligenz wird PRIMEnet Methoden und Werkzeuge entwerfen und bewerten, mit denen Telekommunikationsanbieter Kapazitätsplanungen belastbar durchführen und langfristig eine hohe Servicequalität gewährleisten können.

Partner

  • Leitwert GmbH
  • BENOCS GmbH
  • Deutsche Telekom AG
  • Deutsche Telekom Technik GmbH
  • Freie Universität Berlin
  • HAW Hamburg

Veröffentlichungen

2024-05-01 Markus Sosnowski, Patrick Sattler, Johannes Zirngibl, Tim Betzer, Georg Carle, “Propagating Threat Scores With a TLS Ecosystem Graph Model Derived by Active Measurements,” in Proc. Network Traffic Measurement and Analysis Conference (TMA), May 2024. [Pdf] [Slides] [Homepage] [DOI] [Bib]
2024-03-01 Johannes Zirngibl, Florian Gebauer, Patrick Sattler, Markus Sosnowski, Georg Carle, “QUIC Hunter: Finding QUIC Deployments and Identifying Server Libraries Across the Internet,” in Passive and Active Measurement Conference (PAM), Mar. 2024. [Homepage] [DOI] [Bib]
2023-12-01 Patrick Sattler, Johannes Zirngibl, Mattijs Jonker, Oliver Gasser, Georg Carle, Ralph Holz, “Packed to the Brim: Investigating the Impact of Highly Responsive Prefixes on Internet-wide Measurement Campaigns,” Proc. ACM Netw., vol. 1, no. CoNEXT3, Dec. 2023. [Url] [Pdf] [Homepage] [DOI] [Bib]
2023-07-01 Simon Bauer, Patrick Sattler, Johannes Zirngibl, Christoph Schwarzenberg, Georg Carle, “Evaluating the Benefits: Quantifying the Effects of TCP Options, QUIC, and CDNs on Throughput,” in Proceedings of the Applied Networking Research Workshop, Jul. 2023. [Pdf] [Sourcecode] [Bib]
2023-07-01 Johannes Naab, Patrick Sattler, Johannes Zirngibl, Stephan Günther, Georg Carle, “Gotta Query ’Em All, Again! Repeatable Name Resolution with Full Dependency Provenance,” in Proceedings of the Applied Networking Research Workshop, Jul. 2023. [Pdf] [Rawdata] [Bib]
2023-07-01 Johannes Zirngibl, Patrick Sattler, Georg Carle, “A First Look at SVCB and HTTPS DNS Resource Records in the Wild,” in 2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), Jul. 2023. [Pdf] [DOI] [Bib]
2023-06-01 Lion Steger, Liming Kuang, Johannes Zirngibl, Georg Carle, Oliver Gasser, “Target Acquired? Evaluating Target Generation Algorithms for IPv6,” in Proceedings of the Network Traffic Measurement and Analysis Conference (TMA), Jun. 2023. Best Paper Award [Pdf] [Bib]
2023-05-01 Simon Bauer, Janluka Janelidze, Benedikt Jaeger, Patrick Sattler, Patrick Brzoza, Georg Carle, “On the Accuracy of Active Capacity Estimation in the Internet,” in 2023 IEEE/IFIP Network Operations and Management Symposium (NOMS 2023), Miami, USA, May 2023. [Pdf] [Bib]
2023-01-01 Florian Streibelt, Patrick Sattler, Franziska Lichtblau, Carlos H. Gañán, Anja Feldmann, Oliver Gasser, Tobias Fiebig, “How Ready is DNS for an IPv6-Only World?,” in Passive and Active Measurement, Cham, 2023. Best Paper Award [Pdf] [DOI] [Bib]
2022-10-01 Patrick Sattler, Juliane Aulbach, Johannes Zirngibl, Georg Carle, “Towards a Tectonic Traffic Shift? Investigating Apple’s New Relay Network,” in Proceedings of the 2022 Internet Measurement Conference, Oct. 2022. [Pdf] [Homepage] [Rawdata] [Bib]
2022-10-01 Johannes Zirngibl, Lion Steger, Patrick Sattler, Oliver Gasser, Georg Carle, “Rusty Clusters? Dusting an IPv6 Research Foundation,” in Proceedings of the 2022 Internet Measurement Conference, Oct. 2022. [Pdf] [Homepage] [Rawdata] [DOI] [Bib]
2022-06-01 Johannes Zirngibl, Steffen Deusch, Patrick Sattler, Juliane Aulbach, Georg Carle, Mattijs Jonker, “Domain Parking: Largely Present, Rarely Considered!,” in Proc. Network Traffic Measurement and Analysis Conference (TMA) 2022, Jun. 2022. [Pdf] [Bib]
2022-06-01 Fabian Franzen, Lion Steger, Johannes Zirngibl, Patrick Sattler, “Looking for Honey Once Again: Detecting RDP and SMB Honeypots on the Internet,” in International Workshop on Traffic Measurements for Cybersecurity 2022, Jun. 2022. [Pdf] [Slides] [Sourcecode] [Bib]
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] [Recording] [DOI] [Bib]

Abgeschlossene studentische Arbeiten

Author Title Type Advisors Year Links
Matthias Kirstein Happy Eyeballs: A Comprehensive Analysis of the Deployment and Configuration Across Various Versions and Implementations BA Patrick Sattler, Johannes Zirngibl, Lars Wüstrich 2024
Andreas Cselovsyky Exploring the Physical Locations of iCloud Private Relay Egress Nodes BA Patrick Sattler, Johannes Zirngibl, Lion Steger 2023
Christian Benedikt Dietze Tracking the Lifetime of Domains MA Johannes Zirngibl, Patrick Sattler 2023
Franz Bauernschmitt Evalution of Network Categorization Strategies BA Lion Steger, Johannes Zirngibl, Patrick Sattler 2023
Lukas Schröder Clustering Autonomous System Prefixes using BGP Data IDP Max Helm, Patrick Sattler 2023
Iñigo Varas Autonomous System Models using BGP Data and GNNs BA Max Helm, Benedikt Jaeger, Johannes Zirngibl, Patrick Sattler 2023
Niklas Beck Root Cause Analysis for Throughput Limitations of QUIC Connections MA Simon Bauer, Johannes Zirngibl 2023
David Weissmann The Impact of iCloud Private Relay on Networks BA Patrick Sattler, Johannes Zirngibl 2023
Tobias Wothge Egress Node Behavior in iCloud Private Relay IDP Patrick Sattler, Johannes Zirngibl, Lars Wüstrich, Lion Steger 2023
Louis Pydde TLS Certificate Usage Evaluation BA Patrick Sattler, Johannes Zirngibl 2023
Tobias Zierl Evaluating Domain Presence in Certificate Transparency Logs BA Patrick Sattler, Johannes Zirngibl 2023
Benedikt Ruben Schaschko Inferring AS Links from a Tier 1 Dataset BA Patrick Sattler, Johannes Zirngibl 2023
Tobias Wasner Continuous Monitoring and Quality Assessment of Internet-wide Scans IDP Patrick Sattler, Johannes Zirngibl 2023
Simon Karan Guayana Analyzing the Effect of Transport Parameters on QUIC’s Performance BA Johannes Zirngibl, Benedikt Jaeger 2022
Florian Gebauer Evaluating Different QUIC Scan Approaches BA Johannes Zirngibl, Patrick Sattler 2022
Yudhistira Wibowo Analysis of Blocklisted TLS Servers BA Johannes Zirngibl, Patrick Sattler 2022
Robert Dillitz Transformation and Evaluation of TLS Behavior Graphs MA Johannes Zirngibl, Benedikt Jaeger, Markus Sosnowski 2022
Zhou Lu Structural Analysis of Internet Measurement Anomalies MA Lion Steger, Johannes Zirngibl 2022
Liming Kuang Target Generation for IPv6 Hitlists BA Lion Steger, Johannes Zirngibl 2022
Christian Benedikt Dietze Setup and Deployment of a Resilient Internet Scanning Infrastructure IDP Patrick Sattler, Johannes Zirngibl 2022
Mohammad Shaharyar Shaukat Measuring the Impact of Transport Layer Protocols and Their Configuration on the Performance of Connections MA Simon Bauer, Patrick Sattler, Johannes Zirngibl 2022
Rene Jung Detecting the Internet Presence of Organizations Utilizing the Graph Structure of the TLS Ecosystem BA Markus Sosnowski, Patrick Sattler 2022
Patrick Großmann Extended Usage Analysis of EDNS Client Subnet BA Patrick Sattler, Johannes Zirngibl, Lion Steger 2022
Theresa Gräbner Setup and Deployment of a Large Scale Certificate Scan Database BA Patrick Sattler, Johannes Zirngibl 2022
Tim Betzer Propagate Distrust Among Servers Utilizing the Graph Structure of the TLS Ecosystem IDP Markus Sosnowski 2022
Jonas Lang Towards an Internet-Wide Certificate Revocation Observatory IDP Juliane Aulbach, Markus Sosnowski, Patrick Sattler 2022
Lion Steger State of the IPv6 Internet: Revisiting IPv6 Hitlists BA Johannes Zirngibl, Patrick Sattler, Juliane Aulbach, Oliver Gasser 2021
Raphael Schmid ROV + IRR: Are Authorized Routes Registered? BA Johannes Zirngibl, Patrick Sattler, Juliane Aulbach 2021
Pascal Henschke Analyzing BGP as a Graph BA Johannes Zirngibl, Patrick Sattler, Juliane Aulbach 2021
Steffen Deusch Analyzing the Effect of Domain Parking on DNS Based Research BA Johannes Zirngibl, Patrick Sattler, Juliane Aulbach 2021
Sebastian Voit Bringing QUIC to High-speed Networks MA Benedikt Jaeger, Johannes Zirngibl 2021
Felix Myhsok Blocklists: Who is blocked? BA Johannes Zirngibl, Patrick Sattler, Markus Sosnowski 2021
Daniel Hegedüs The First Year of QUIC v1 Deployment BA Johannes Zirngibl, Patrick Sattler, Benedikt Jaeger, Juliane Aulbach 2021
Ben Riegel Assessing Link Utilization From Passive Datasets BA Simon Bauer, Johannes Zirngibl 2021
Patryk Brzoza KPI Analysis of Webserver Traffic through Active Measurements MA Simon Bauer, Benedikt Jaeger, Patrick Sattler, Christoph Schwarzenberg 2021
Yannik Gehring Revealing Organizational Structures in an Internet-wide TLS Graph MA Markus Sosnowski, Patrick Sattler, Juliane Aulbach 2021
Zeynep Sonkaya Development of an Efficient Large Scale DNS Scanning Pipeline IDP Patrick Sattler, Johannes Zirngibl 2021
Tobias Wothge Industrial Control Systems (ICS) Protocol Detection BA Patrick Sattler, Lars Wüstrich, Johannes Zirngibl 2021
Karoline Ilse IPv6 Deployment Analysis using BGP Announcements BA Patrick Sattler, Johannes Zirngibl, Juliane Aulbach 2021

Ausstehende studentische Arbeiten

Author Title Type Advisors Year Links
Louis Pydde Efficient x509 Certificate Metadata Store IDP Patrick Sattler, Lion Steger, Christian Dietze 2024
Jenna Gudehege Analysis of IPv6 Hitlist sources BA Lion Steger, Patrick Sattler, Johannes Zirngibl 2024
Eduard Rupp Improving Efficiency of IPv6 Measurements IDP Lion Steger, Patrick Sattler, Johannes Zirngibl 2024
Tobias Wothge ASQ-GINO: Answering Scoped Queries with the Global INternet Observatory MA Patrick Sattler, Lion Steger, Johannes Zirngibl 2024
Dimitar Vasilev Sourcing Service-Specific IPv6-Hitlists using IPv4 Port Scans and Subdomain Analysis BA Patrick Sattler, Lion Steger, Johannes Zirngibl 2024