PRIMEnet
Predictive Analysis of Routing and Network flows for an Intelligent Network Management
| Scientists: | Juliane Aulbach, M.Sc., Patrick Sattler, M.Sc., Johannes Zirngibl, M.Sc., Prof. Dr.-Ing. Georg Carle |
| Duration: | 15.08.2021 – 14.08.2024 |
| Funding: | BMBF (Federal Ministry for Education and Research) |
Description
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.
Partners
- Leitwert GmbH
- BENOCS GmbH
- Deutsche Telekom AG
- Deutsche Telekom Technik GmbH
- Freie Universität Berlin
- HAW Hamburg
Related publications
| 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] |
Finished student theses
| Author | Title | Type | Advisors | Year | Links |
| Simon Karan Guayana | Analyzing the Effect of Transport Parameters on QUIC’s Performance | BA | Johannes Zirngibl, Benedikt Jaeger | 2022 |
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| Florian Gebauer | Evaluating Different QUIC Scan Approaches | BA | Johannes Zirngibl, Patrick Sattler | 2022 |
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| 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 |
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| Liming Kuang | Target Generation for IPv6 Hitlists | BA | Lion Steger, Johannes Zirngibl | 2022 |
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| Rene Jung | Detecting the Internet Presence of Organizations Utilizing the Graph Structure of the TLS Ecosystem | BA | Markus Sosnowski, Patrick Sattler | 2022 |
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| 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 | |
| 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 |
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| Pascal Henschke | Analyzing BGP as a Graph | BA | Johannes Zirngibl, Patrick Sattler, Juliane Aulbach | 2021 |
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| Steffen Deusch | Analyzing the Effect of Domain Parking on DNS Based Research | BA | Johannes Zirngibl, Patrick Sattler, Juliane Aulbach | 2021 |
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| Felix Myhsok | Blocklists: Who is blocked? | BA | Johannes Zirngibl, Patrick Sattler, Markus Sosnowski | 2021 |
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| Daniel Hegedüs | The First Year of QUIC v1 Deployment | BA | Johannes Zirngibl, Patrick Sattler, Benedikt Jaeger, Juliane Aulbach | 2021 |
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| 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 |
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| Zeynep Sonkaya | Development of an Efficient Large Scale DNS Scanning Pipeline | IDP | Patrick Sattler, Johannes Zirngibl | 2021 |
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| 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 |
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Open and running student theses
| Author | Title | Type | Advisors | Year | Links |
| David Weissmann | The Impact of iCloud Private Relay on Networks | BA | Patrick Sattler, Johannes Zirngibl | 2023 | |
| Franz Bauernschmitt | Evalution of Network Categorization Strategies | BA | Lion Steger, Johannes Zirngibl, Patrick Sattler | 2023 |
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| Jonas Lang | Towards an Internet-Wide Certificate Revocation Observatory | IDP | Juliane Aulbach, Markus Sosnowski, Patrick Sattler | 2022 | |
| Tim Betzer | Propagate Distrust Among Servers Utilizing the Graph Structure of the TLS Ecosystem | IDP | Markus Sosnowski | 2022 | |
| Gleina Leka | Active and Passive Measurements of TCP Option Deployment | MA | Simon Bauer, 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 | |
| Christian Benedikt Dietze | Setup and Deployment of a Resilient Internet Scanning Infrastructure | IDP | Patrick Sattler, Johannes Zirngibl | 2022 |
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| Zhou Lu | Structural Analysis of Internet Measurement Anomalies | MA | Lion Steger, Johannes Zirngibl | 2022 |
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| Sebastian Voit | Bringing QUIC to High-speed Networks | MA | Benedikt Jaeger, Johannes Zirngibl | 2021 |
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