@inproceedings{Viel2307:Estimating,

title = {Estimating Link Capacity With Uncertainty Bounds in Cellular Networks},

author = {Christian Leonard {Vielhaus} and Osel {Lhamo} and Johannes V. S. {Busch} and Justus {Rischke} and Vincent {Latzko} and Sandra {Zimmermann} and Peter {Sossalla} and Daniel Fabian {K\"{u}lzer} and Frank H. P. {Fitzek}},

doi = {10.1109/BlackSeaCom58138.2023.10299770},

year  = {2023},

date = {2023-07-04},

urldate = {2023-07-04},

booktitle = {IEEE International Black Sea Conference on Communications and 

Networking (BlackSeaCom)},

pages = {117-122},

publisher = {IEEE},

address = {Istanbul, Turkiye},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Soss2307:Remote,

title = {Remote Controlling Mobile Robots With Adaptive Video Streaming and Augmented Reality},

author = {Peter {Sossalla} and Jannek {Steinke} and Christian Leonard {Vielhaus} and Johannes {Hofer} and Justus {Rischke} and Frank H. P. {Fitzek}},

doi = {10.1109/BlackSeaCom58138.2023.10299775},

year  = {2023},

date = {2023-07-04},

urldate = {2023-07-04},

booktitle = {International Black Sea Conference on Communications and 

Networking (BlackSeaCom)},

pages = {45-50},

publisher = {IEEE},

address = {Istanbul, Turkiye},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Hernangomez23:BerlinV2X,

title = {Berlin V2X: A Machine Learning Dataset from Multiple Vehicles and Radio Access Technologies},

author = {Rodrigo {Hernang\'{o}mez} and Philipp {Geuer} and Alexandros {Palaios} and Daniel {Sch\"{a}ufele} and Cara {Watermann} and Khawla {Taleb-Bouhemadi} and Mohammad {Parvini} and Anton {Krause} and Sanket {Partani} and Christian Leonard {Vielhaus} and Martin {Kasparick} and Daniel F. {K\"{u}lzer} and Friedrich {Burmeister} and Frank H. P. {Fitzek} and Hans D. {Schotten} and Gerhard P. {Fettweis} and S\lawomir {Sta\'{n}czak}},

doi = {10.1109/VTC2023-Spring57618.2023.10200750},

year  = {2023},

date = {2023-06-20},

urldate = {2023-06-20},

booktitle = {Vehicular Technology Conference (VTC2023-Spring)},

pages = {1-5},

publisher = {IEEE},

address = {Florence, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Hofe2305:Circular,

title = {Circular Frame Buffer to Enhance Map Synchronization in Edge Assisted SLAM},

author = {Johannes {Hofer} and Peter {Sossalla} and Justus {Rischke} and Christian Leonard {Vielhaus} and Martin {Reisslein} and Frank H. P. {Fitzek}},

doi = {10.1109/ICC45041.2023.10278556},

year  = {2023},

date = {2023-05-28},

urldate = {2023-05-01},

booktitle = {International Conference on Communications (ICC)},

pages = {210-215},

publisher = {IEEE},

address = {Rome, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Latzko2301:Offloading,

title = {Energy-Aware and Fair Multi-User Multi-Task Computation Offloading},

author = {Vincent {Latzko} and Osel {Lhamo} and Mahshid {Mehrabi} and Christian Leonard {Vielhaus} and Frank H. P. {Fitzek}},

doi = {10.1109/ICNC57223.2023.10074189},

year  = {2023},

date = {2023-02-01},

urldate = {2023-02-01},

booktitle = {2023 International Conference on Computing, Networking and Communications (ICNC 2023)},

address = {Honolulu, Hawaii},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Soss2301:Offloading,

title = {Offloading Visual SLAM Processing to the Edge: An Energy Perspective},

author = {Peter {Sossalla} and Johannes {Hofer} and Christian Leonard {Vielhaus} and Justus {Rischke} and Frank H. P. {Fitzek}},

doi = {10.1109/ICOIN56518.2023.10048921},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {2023 International Conference on Information Networking (ICOIN) (ICOIN 

2023)},

address = {Bangkok, Thailand},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Busch2023,

title = {Deep Reinforcement Learning for the Joint Control of Traffic Light Signaling and Vehicle Speed Advice},

author = {Johannes V. S. {Busch} and Robert {Voelckner} and Peter {Sossalla} and Christian Leonard {Vielhaus} and Roberto {Calandra} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {IEEE International Conference on Machine Learning and Applications (ICMLA)},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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}

}

@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}

}