Max Helm, M. Sc.

Consultation hours

By arrangement

Research

  • Network Modeling

projects

  • ModANet: Model-based Analysis of Next-Generation Networks (2019 – 2022)

Teaching

Publications

2024-12-01 Johannes Späth, Max Helm, Benedikt Jaeger, Georg Carle, “Sim2HW: Modeling Latency Offset Between Network Simulations and Hardware Measurements,” in Proceedings of the 3rd GNNet Workshop: Graph Neural Networking Workshop (GNNet ’24), Los Angeles, CA, USA, Dec. 2024. [Pdf] [Slides] [Homepage] [Rawdata] [DOI] [Bib]
2024-09-01 Filip Rezabek, Max Helm, Nicolas Buchner, Monika Smolarska, Benedikt Jaeger, Georg Carle, “Assessment of OPC UA PubSub at Scale using TSN Infrastructure and Network Calculus,” in 21st IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS 2024), Sep. 2024. [Pdf] [Bib]
2024-08-01 Florian Wiedner, Max Helm, Alexander Daichendt, Jonas Andre, Georg Carle, “Performance evaluation of containers for low-latency packet processing in virtualized network environments,” Performance Evaluation, vol. TBA, no. TBA, Aug. 2024. [Url] [Pdf] [Homepage] [DOI] [Bib]
2023-12-01 Max Helm, Georg Carle, “Predicting Latency Quantiles using Network Calculus-assisted GNNs,” in Proceedings of the 2nd on Graph Neural Networking Workshop 2023, Paris, France, Dec. 2023, pp. 13–18. [Pdf] [Slides] [Rawdata] [DOI] [Bib]
2023-10-01 Max Helm, Georg Carle, “Synthesizing and Scaling WAN Topologies using Permutation-invariant Graph Generative Models,” in 19th International Conference on Network and Service Management (CNSM 2023), Niagara Falls, Canada, Oct. 2023, p. 6. [Pdf] [Slides] [Rawdata] [Bib]
2023-10-01 Max Helm, Benedikt Jaeger, Christopher Pfefferle, Georg Carle, “Beyond Mean: Spatio-Temporal Modeling of Queue Utilizations and Flow Latencies Using T-GNNs,” in 35rd International Teletraffic Congress (ITC 2023), Oct. 2023. [Pdf] [Slides] [Bib]
2023-10-01 Florian Wiedner, Max Helm, Alexander Daichendt, Jonas Andre, Georg Carle, “Containing Low Tail-Latencies in Packet Processing Using Lightweight Virtualization,” in 2023 35rd International Teletraffic Congress (ITC-35), Oct. 2023. [Pdf] [Homepage] [Bib]
2023-09-01 Max Helm, Benedikt Jaeger, Georg Carle, “Data-efficient GNN Models of Communication Networks using Beta-Distribution-based Sample Ranking,” ITU Journal on Future and Evolving Technologies, vol. 4, no. 3, pp. 485–491, Sep. 2023. [Url] [Pdf] [DOI] [Bib]
2023-06-01 Marcin Bosk*, Filip Rezabek*, Johannes Abel, Kilian Holzinger, Max Helm, Georg Carle, Jörg Ott, “Simulation and Practice: A Hybrid Experimentation Platform for TSN,” in 22nd International Federation for Information Processing (IFIP) Networking Conference, Barcelona, Spain, Jun. 2023. [Bib]
2022-12-01 Benedikt Jaeger, Max Helm, Lars Schwegmann, Georg Carle, “Modeling TCP Performance Using Graph Neural Networks,” in Proceedings of the 1st International Workshop on Graph Neural Networking, New York, NY, USA, Dec. 2022, pp. 18–23. [Url] [Pdf] [Rawdata] [DOI] [Bib]
2022-11-01 Filip Rezabek, Max Helm, Tizian Leonhardt, Georg Carle, “PTP Security Measures and their Impact on Synchronization Accuracy,” in 18th International Conference on Network and Service Management (CNSM 2022), Thessaloniki, Greece, Nov. 2022. [Pdf] [Bib]
2022-11-01 Philippe Buschmann, Mostafa H. M. Shorim, Max Helm, Arne Bröring, Georg Carle, “Task Allocation in Industrial Edge Networks with Particle Swarm Optimization and Deep Reinforcement Learning,” in Proceedings of the 12th International Conference on the Internet of Things (IoT ’22), Delft, Netherlands, Nov. 2022. [Preprint] [DOI] [Bib]
2022-10-01 Max Helm, Florian Wiedner, Georg Carle, “Flow-level Tail Latency Estimation and Verification based on Extreme Value Theory,” in 18th International Conference on Network and Service Management (CNSM 2022), Thessaloniki, Greece, Oct. 2022. [Pdf] [Slides] [Bib]
2022-05-01 Florian Wiedner, Max Helm, Sebastian Gallenmüller, Georg Carle, “HVNet: Hardware-Assisted Virtual Networking on a Single Physical Host,” in IEEE INFOCOM WKSHPS: Computer and Networking Experimental Research using Testbeds (CNERT 2022) (INFOCOM WKSHPS CNERT 2022), Virtual Event, May 2022. [Pdf] [DOI] [Bib]
2021-12-01 Dominik Scholz, Hasanin Harkous, Sebastian Gallenmüller, Henning Stubbe, Max Helm, Benedikt Jaeger, Nemanja Deric, Endri Goshi, Zikai Zhou, Wolfgang Kellerer, Georg Carle, “A Framework for Reproducible Data Plane Performance Modeling,” in 2021 ACM/IEEE Symposium on Architectures for Networking and Communications Systems, ANCS 2021, Layfette, IN, USA, 2021, New York, NY, USA, Dec. 2021. [Pdf] [Slides] [Sourcecode] [Recording] [DOI] [Bib]
2021-08-01 Max Helm, Henning Stubbe, Dominik Scholz, Benedikt Jaeger, Sebastian Gallenmüller, Nemanja Deric, Endri Goshi, Hasanin Harkous, Zikai Zhou, Wolfgang Kellerer, Georg Carle, “Application of Network Calculus Models on Programmable Device Behavior,” in the 33rd International Teletraffic Congress (ITC 33), Avignon, France, Aug. 2021. [Pdf] [Slides] [Bib]
2018-03-01 Oliver Gasser, Benjamin Hof, Max Helm, Maciej Korczynski, Ralph Holz, Georg Carle, “In Log We Trust: Revealing Poor Security Practices with Certificate Transparency Logs and Internet Measurements,” in Proceedings of the Passive and Active Measurement Conference (PAM 2018), Best Paper Award, Berlin, Germany, Mar. 2018. [Url] [Pdf] [Slides] [Sourcecode] [Rawdata] [Blog] [Bib]