Simon Bauer, M.Sc.
Research Associate
Postal address
- Institut für Informatik der
- Technischen Universität München
- Lehrstuhl I8
- Boltzmannstr. 3
- 85748 Garching bei München - Germany
Contact
- Tel: +49 89 289 - 18012
- Fax: +49 89 289 - 18033
- e-Mail: bauer
net.in.tum.deORCID: 0000-0003-1967-5609 - Building/Room: MI Building, 03.05.037
Consultation hours
By arrangement
Research
-
Network monitoring and traffic classification
- How to detect anomalies in networks?
- How to build reliable, scalable, and efficient solutions?
- State of the art technologies, protocols, and algorithms
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Automated network management and error mitigation
- How to use results of network and traffic analysis to support network operation?
- Approaches to automatically manage and maintain networks
Supervised Theses
In progress
| Student | Title | Type | Advisors | Year | Links |
| Mohamed Bilel Besrour | Evaluating Approaches to Detect Server and Client Limitations of TCP Throughput | BA | Simon Bauer | 2021 | |
| Gege Quan | A Fully Automated Analysis Pipeline for Long-term Internet Traffic Analysis | BA | Simon Bauer, Juliane Aulbach, Patrick Sattler | 2021 |
|
| Bastian Hofmann | Supervised Network Traffic Classification Using Flow Characteristics | MA | Simon Bauer, Benedikt Jaeger | 2021 | |
| Severin Kathke | Characterising IP Prefixes From Passive Traffic Captures | MA | Simon Bauer, Patick Sattler | 2021 | |
| Michael Haden | Intrusion Detection using Streaming Network Telemetry | IDP | Kilian Holzinger, Markus Sosnowski, Simon Bauer | 2021 |
|
Finished
| Author | Title | Type | Advisors | Year | Links |
| Eric Rosche | Automated Testing of Capacity Estimation | BA | Simon Bauer, Benedikt Jaeger | 2021 | |
| Bakar Andguladze | Scalable Per-Hop Capacity Estimation | MA | Simon Bauer, Benedikt Jaeger | 2021 |
|
| Jennifer Sorensen | Analysis of User Behavior and Prefix Significance | BA | Simon Bauer, Benedikt Jaeger | 2021 |
|
| Ben Riegel | Assessing Link Utilization From Passive Datasets | BA | Simon Bauer, Johannes Zirngibl | 2021 | |
| Max Reimann | Validating CPD for TCP Transfer Period Classification | BA | Simon Bauer, Benedikt Jaeger | 2021 | |
| Patryk Brzoza | KPI Analysis of Webserver Traffic through Active Measurements | MA | Simon Bauer, Benedikt Jaeger, Patrick Sattler, Christoph Schwarzenberg | 2021 | |
| Mario Silaci | Konzeption und Implementierung einer Echtzeit-Bestands-Datenbank basierend auf NetFlow Daten | MA | Simon Bauer | 2020 | |
| Ruben Bachmann | Entity Characterization for Network Traffic Modeling | BA | Simon Bauer, Benedikt Jaeger | 2020 | |
| Jonas Fromm | Classifying TCP Throughput Changepoints with TCP Transfer Periods | BA | Simon Bauer | 2020 | |
| Philippe Barias | Long Term Analysis of TCP Internet Traffic Characteristics | MA | Simon Bauer, Benedikt Jaeger | 2020 | |
| Ferdinand List | Estimating the Narrow Link Position of Network Paths | BA | Simon Bauer, Benedikt Jaeger | 2020 |
|
| Florian Wiedner | Large-scale TCP Throughput Limitation Analysis | MA | Simon Bauer, Paul Emmerich, Benedikt Jaeger | 2019 | |
| Christoph Schwarzenberg | Measuring Performance and Path Characteristics of Webservers | MA | Simon Bauer, Benedikt Jaeger, Patrick Sattler | 2019 | |
| Huu Tung Nguyen | Implementation and Evaluation of an Available Bandwidth Estimation Tool | BA | Simon Bauer, Benedikt Jaeger | 2019 | |
| Patryk Brzoza | Accuracy Optimization of Passive Capacity Estimation | GR | Simon Bauer, Benedikt Jaeger | 2019 | |
| Chun-Te Sung | Classifying Throughput Changepoints with TCP Performance RCA | MA | Simon Bauer | 2019 | |
| Constantin Christandl | Packet I/O for Parallelized Network Monitoring | BA | Simon Bauer, Paul Emmerich | 2019 |
|
| Kilian Holzinger | High Performance Online TCP Root Cause Analysis | MA | Simon Bauer, Paul Emmerich, Benedikt Jaeger | 2019 |
|
| Fabian Helfert | Load Generation for L4 Traffic Analysis | MA | Simon Bauer, Benedikt Jaeger | 2019 | |
| Thomas Maier | Exposing Insecure Configurations of Network Session and Permission Graphs | MA | Simon Bauer, Jonas Jelten, Dr. Holger Kinkelin | 2018 | |
| Michael Eder | Network Discovery Orchestration | MA | Jonas Jelten, Simon Bauer | 2018 | |
| Patryk Brzoza | Implementation of a Network Bandwidth Estimation Tool | BA | Simon Bauer, Benedikt Jaeger | 2018 | |
| Leonhard Stemplinger | TCP Flow Performance Root Cause Monitoring | BA | Simon Bauer, Benedikt Jaeger | 2018 | |
| Hamza Zafar | Amplification Attack Detection using Active Measurements | MA | Simon Bauer, Oliver Gasser, Stefan Metzger | 2018 |
|
| Christian Hofbauer | Investigating Passive Delay Measurement Techniques on Sampled Traffic | BA | Minoo Rouhi, Johannes Naab, Simon Bauer | 2018 |
|
| Miguel Àngel Campos Gaviño | Improving Bro’s performance with DPDK | BA | Simon Bauer, Jonas Jelten, Paul Emmerich | 2018 | |
| Linus Michel | SDN-CERT: Benchmarks of OpenFlow-Switches | BA | Daniel Raumer, Paul Emmerich, Simon Bauer | 2017 |
|
| Manuel Ehler | Decentralized Feature Processing on Resource-Constrained Devices for Network Anomaly Detection | MA | Marcel von Maltitz, Stefan Liebald, Simon Bauer, Dr. Holger Kinkelin | 2017 |
Publications
| 2021-07-01 | Simon Bauer, Benedikt Jaeger, Fabian Helfert, Philippe Barias, Georg Carle, “On the Evolution of Internet Flow Characteristics,” in Proceedings of the Applied Networking Research Workshop, Jul. 2021. [Pdf] [Bib] |
| 2021-05-01 | Simon Bauer, Florian Wiedner, Benedikt Jaeger, Paul Emmerich, Georg Carle, “Scalable TCP Throughput Limitation Monitoring,” in 2021 IEEE/IFIP Symposium on Integrated Network and Service Management (IM 2021), Bordeaux, France (Virtual Conference), May 2021. [Pdf] [Bib] |
| 2020-04-01 | Simon Bauer, Kilian Holzinger, Benedikt Jaeger, Paul Emmerich, Georg Carle, “Online Monitoring of TCP Throughput Limitations,” in 2020 IEEE/IFIP Network Operations and Management Symposium (NOMS 2020), Budapest, Hungary (Virtual Conference), Apr. 2020. [Pdf] [Bib] |
| 2019-09-01 | Paul Emmerich, Maximilian Pudelko, Simon Bauer, Stefan Huber, Thomas Zwickl, Georg Carle, “User Space Network Drivers,” in ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS 2019), Sep. 2019. [Pdf] [Bib] |
| 2018-10-01 | Simon Bauer, Daniel Raumer, Paul Emmerich, Georg Carle, “Intra-node Resource Isolation for SFC with SR-IOV,” in IEEE 7th International Conference on Cloud Networking (CloudNet’18), Tokyo, Japan, Oct. 2018. [Pdf] [Bib] |
| 2018-07-01 | Simon Bauer, Daniel Raumer, Paul Emmerich, Georg Carle, “Behind the scenes: what device benchmarks can tell us,” in The Applied Networking Research Workshop 2018 (ANRW ’18), Montreal, Canada, Jul. 2018. [Pdf] [Rawdata] [Bib] |
| 2017-09-01 | Daniel Raumer, Simon Bauer, Paul Emmerich, Georg Carle, “Performance Implications for Intra-node Placement of Network Function Chains,” in IEEE 6th International Conference on Cloud Networking (CloudNet’17), Prague, Czech Republic, Sep. 2017. [Pdf] [Bib] |