Christian Vielhaus is a PhD researcher at the Deutsche Telekom Chair of Communication Networks at TU Dresden since March 2020. His current research focus is machine learning for communication networks. He received his PhD in 2025.
Schwenteck, Paul; Zimmermann, Sandra; Trenschel, Tobias; Vielhaus, Christian Leonard; Cabrera, Juan A.; Fitzek, Frank H. P.
Coding for Distributed Caching in High Mobility MANET Proceedings Article
In: European Wireless (EW), Rome, Italy, 2023.
@inproceedings{Schw2310:Coding,
title = {Coding for Distributed Caching in High Mobility MANET},
author = {Paul Schwenteck and Sandra Zimmermann and Tobias Trenschel and Christian Leonard Vielhaus and Juan A. Cabrera and Frank H. P. Fitzek},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
booktitle = {European Wireless (EW)},
address = {Rome, Italy},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Rischke, Justus; Vielhaus, Christian Leonard; Sossalla, Peter; Wang, Junyue; Fitzek, Frank H. P.
Comparison of UPF acceleration technologies and their tail-latency for URLLC Proceedings Article
In: 2022 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN) (NFV-SDN'22), Phoenix, USA, 2022.
@inproceedings{Risc2211:Comparison,
title = {Comparison of UPF acceleration technologies and their tail-latency for URLLC},
author = {Justus Rischke and Christian Leonard Vielhaus and Peter Sossalla and Junyue Wang and Frank H. P. Fitzek},
doi = {10.1109/NFV-SDN56302.2022.9974798},
year = {2022},
date = {2022-11-14},
urldate = {2022-11-14},
booktitle = {2022 IEEE Conference on Network Function Virtualization and Software
Defined Networks (NFV-SDN) (NFV-SDN'22)},
address = {Phoenix, USA},
abstract = {The industry is striving to deploy private cellular networks in their
factories.
The envisioned use cases, such as industrial automation, require
Ultra-Reliable and Low-Latency Communications (URLLC).
In 5G, the User Plane Function (UPF) handles user traffic and hence
significantly influences the performance in terms of latency and
throughput.
However, present UPFs are often user-space applications running on
commercial off-the-shelf (COTS) servers introducing computational delays
that follow long-tailed distributions.
In this work, we compare modern packet processing acceleration technologies
such as XDP, DPDK, and P4 and their respective tail-latency performance.
Our results demonstrate the clear advantage of hardware-based P4
implementations in terms of reduced tail-latency of about 6 μs at a
percentile of 99.999% for small packets.
Furthermore, we also demonstrate that software-based frameworks can compete
with hardware-based approaches.
For example, DPDK achieves tail-latencies of approximately 23 μs at a
percentile of 99.999%.
Based on our findings, we illustrate the trade-offs between low-cost
software- and high-performant hardware-based packet processing systems.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Sossalla, Peter; Hofer, Johannes; Rischke, Justus; Vielhaus, Christian Leonard; Nguyen, Giang T.; Reisslein, Martin; Fitzek, Frank H. P.
DynNetSLAM: Dynamic Visual SLAM Network Offloading Journal Article
In: IEEE Access, 2022.
@article{sossalla2022DynNetSLAM,
title = {DynNetSLAM: Dynamic Visual SLAM Network Offloading},
author = {Peter Sossalla and Johannes Hofer and Justus Rischke and Christian Leonard Vielhaus and Giang T. Nguyen and Martin Reisslein and Frank H. P. Fitzek},
doi = {10.1109/ACCESS.2022.3218774},
year = {2022},
date = {2022-11-01},
urldate = {2022-01-01},
journal = {IEEE Access},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Vielhaus, Christian Leonard; Busch, Johannes V. S.; Geuer, Philipp; Palaios, Alexandros; Rischke, Justus; Külzer, Daniel Fabian; Latzko, Vincent; Fitzek, Frank H. P.
Handover Predictions as an Enabler for Anticipatory Service Adaptations in Next-Generation Cellular Networks Proceedings Article
In: The 20th ACM International Symposium on Mobility Management and Wireless Access (ACM MobiWac 2022), Montreal, Canada, 2022.
@inproceedings{Viel2210:Handover,
title = {Handover Predictions as an Enabler for Anticipatory Service Adaptations in Next-Generation Cellular Networks},
author = {Christian Leonard Vielhaus and Johannes V. S. Busch and Philipp Geuer and Alexandros Palaios and Justus Rischke and Daniel Fabian Külzer and Vincent Latzko and Frank H. P. Fitzek},
doi = {https://doi.org/10.1145/3551660.3560913},
year = {2022},
date = {2022-10-24},
urldate = {2022-10-01},
booktitle = {The 20th ACM International Symposium on Mobility Management and Wireless
Access (ACM MobiWac 2022)},
address = {Montreal, Canada},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Rischke, Justus; Vielhaus, Christian Leonard; Sossalla, Peter; Itting, Sebastian A. W.; Nguyen, Giang T.; Fitzek, Frank H. P.
Empirical Study of 5G Downlink & Uplink Scheduling and its Effects on Latency Proceedings Article
In: 2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) (WoWMoM 2022), Belfast, United Kingdom (Great Britain), 2022.
@inproceedings{Risc2206:Empirical,
title = {Empirical Study of 5G Downlink & Uplink Scheduling and its Effects on Latency},
author = {Justus Rischke and Christian Leonard Vielhaus and Peter Sossalla and Sebastian A. W. Itting and Giang T. Nguyen and Frank H. P. Fitzek},
doi = {10.1109/WoWMoM54355.2022.00017},
year = {2022},
date = {2022-06-14},
urldate = {2022-06-14},
booktitle = {2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and
Multimedia Networks (WoWMoM) (WoWMoM 2022)},
address = {Belfast, United Kingdom (Great Britain)},
abstract = {5G campus networks, whose advantages include
flexible deployment, can be a promising candidate for production
plants to complement existing Wifi-based networks. Toward
that goal, 5G has to satisfy strict requirements about real-time
communication to facility novel use cases. However, the realtime-
capability of 5G is not well understood yet. In this work, we
deliver insights into the functioning of 5G NR RAN Release
15, which includes actual one-way delay and Round-Trip Time
(RTT) measurements for Downlink and Uplink in a private 5G
Standalone campus network. The extensive measurement results
reveal that these delays are correlated, and the corresponding
RTT, i.e. the sum of Downlink and Uplink delays, is discreetly
clustered, ranging between 12ms and 40ms. The measurements
also show that the distribution of RTTs is mainly dependent on
the packet rates and their inter-arrival times. Our study helps
expand the current understanding of 5G used for latency-critical
applications. We make the code and the measurement data traces
publicly available as the IEEE DataPort 5G Campus Networks:
Measurement Traces dataset (DOI 10.21227/xe3c-e968).},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Zimmermann, Sandra; Schwenteck, Paul; Vielhaus, Christian Leonard; Cabrera, Juan A.; Fitzek, Frank H. P.
Immortal Under the Edge of a Knife: Self-Healing Distributed Services on MANET Partitioning Proceedings Article
In: 2022 IEEE Latin-American Conference on Communications (LATINCOM), 2022.
@inproceedings{227098,
title = {Immortal Under the Edge of a Knife: Self-Healing Distributed Services on MANET Partitioning},
author = {Sandra Zimmermann and Paul Schwenteck and Christian Leonard Vielhaus and Juan A. Cabrera and Frank H. P. Fitzek},
doi = {10.1109/LATINCOM56090.2022.10000487},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {2022 IEEE Latin-American Conference on Communications (LATINCOM)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Palaios, Alexandros; Vielhaus, Christian Leonard; Külzer, Daniel Fabian; Geuer, Philipp; Sattiraju, Raja; Fink, Jochen; Kasparick, Martin; Watermann, Cara; Fettweis, Gerhard P.; Fitzek, Frank H. P.; Schotten, Hans D.; Stańczak, Sławomir
Effect of Spatial, Temporal and Network Features on Uplink and Downlink Throughput Prediction Proceedings Article
In: 2021 IEEE 4th 5G World Forum (5GWF) (5G-WF'21), Montreal, Canada, 2021.
@inproceedings{Palaios2110:Effect,
title = {Effect of Spatial, Temporal and Network Features on Uplink and Downlink Throughput Prediction},
author = {Alexandros Palaios and Christian Leonard Vielhaus and Daniel Fabian Külzer and Philipp Geuer and Raja Sattiraju and Jochen Fink and Martin Kasparick and Cara Watermann and Gerhard P. Fettweis and Frank H. P. Fitzek and Hans D. Schotten and Sławomir Stańczak},
year = {2021},
date = {2021-10-13},
urldate = {2021-10-13},
booktitle = {2021 IEEE 4th 5G World Forum (5GWF) (5G-WF'21)},
address = {Montreal, Canada},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Palaios, Alexandros; Geuer, Philipp; Fink, Jochen; Külzer, Daniel Fabian; Göttsch, Fabian; Kasparick, Martin; Schäufele, Daniel; Hernangómez, Rodrigo; Partani, Sanket; Sattiraju, Raja; Kumar, Atul; Burmeister, Friedrich; Weinand, Andreas; Vielhaus, Christian Leonard; Fitzek, Frank H. P.; Fettweis, Gerhard P.; Schotten, Hans D.; Stańczak, Sławomir
Network Under Control: Multi-Vehicle E2E Measurements for AI-Based QoS Prediction Proceedings Article
In: 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) (IEEE PIMRC 2021), virtual, 2021.
@inproceedings{Pala2109:Network,
title = {Network Under Control: Multi-Vehicle E2E Measurements for AI-Based QoS Prediction},
author = {Alexandros Palaios and Philipp Geuer and Jochen Fink and Daniel Fabian Külzer and Fabian Göttsch and Martin Kasparick and Daniel Schäufele and Rodrigo Hernangómez and Sanket Partani and Raja Sattiraju and Atul Kumar and Friedrich Burmeister and Andreas Weinand and Christian Leonard Vielhaus and Frank H. P. Fitzek and Gerhard P. Fettweis and Hans D. Schotten and Sławomir Stańczak},
year = {2021},
date = {2021-09-12},
urldate = {2021-09-12},
booktitle = {2021 IEEE 32nd Annual International Symposium on Personal, Indoor and
Mobile Radio Communications (PIMRC) (IEEE PIMRC 2021)},
address = {virtual},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Latzko, Vincent; Vielhaus, Christian Leonard; Fitzek, Frank H. P.
Use Case Driven Evolution of Network Coding Parameters Enabling Tactile Internet Applications Proceedings Article
In: 2020 IEEE International Conference on Communications (ICC): Communication Theory Symposium (IEEE ICC'20 – CT Symposium), Dublin, Ireland, 2020.
@inproceedings{Latzko2020,
title = {Use Case Driven Evolution of Network Coding Parameters Enabling Tactile Internet Applications},
author = {Vincent Latzko and Christian Leonard Vielhaus and Frank H. P. Fitzek},
year = {2020},
date = {2020-06-06},
booktitle = {2020 IEEE International Conference on Communications (ICC): Communication Theory Symposium (IEEE ICC'20 – CT Symposium)},
journal = {2020 IEEE International Conference on Communications (ICC): Communication Theory Symposium (IEEE ICC'20 – CT Symposium)},
address = {Dublin, Ireland},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Vielhaus, Christian Leonard
Machine Learning for Congestion Control Book Chapter
In: Fitzek, Frank H. P.; Granelli, Fabrizio; Seeling, Patrick (Ed.): Computing in Communication Networks – From Theory to Practice, vol. 1, Chapter 18, pp. 329-340, Elsevier, 1, 2020, (https://cn.ifn.et.tu-dresden.de/compcombook/).
@inbook{CompBookChap18,
title = {Machine Learning for Congestion Control},
author = {Christian Leonard Vielhaus},
editor = {Frank H. P. Fitzek and Fabrizio Granelli and Patrick Seeling},
year = {2020},
date = {2020-01-01},
booktitle = {Computing in Communication Networks – From Theory to Practice},
volume = {1},
pages = {329-340},
publisher = {Elsevier},
edition = {1},
chapter = {18},
series = {1},
note = {https://cn.ifn.et.tu-dresden.de/compcombook/},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
Any questions regarding press? Please get in touch with Doreen Böttcher.