Fabien Geyer

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 43

Top Venues

Technical University Munich (PHD)

Education History

Technical University Munich

PHD

Publications

Karim Elsayed, Fabien Geyer, Amr Rizk
Utility-driven Optimization of TTL Cache Hierarchies under Network Delays. CoRR (2024)
Fabien Geyer, Johannes Freitag, Tobias Schulz, Sascha Uhrig
Efficient and Mathematically Robust Operations for Certified Neural Networks Inference. CoRR (2024)
Fabien Geyer, Alexander Scheffler, Steffen Bondorf
Network Calculus With Flow Prolongation - A Feedforward FIFO Analysis Enabled by ML. IEEE Trans. Computers 72 (1) (2023)
José Suárez-Varela, Paul Almasan, Miquel Ferriol Galmés, Krzysztof Rusek, Fabien Geyer, Xiangle Cheng, Xiang Shi, Shihan Xiao, Franco Scarselli, Albert Cabellos-Aparicio, Pere Barlet-Ros
Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities. IEEE Netw. 37 (3) (2023)
Fabien Geyer, Thomas Multerer, Paulo Mendes, Dominic Schupke
Passive Sensing and Localization in an Aircraft Cabin Using a Wireless Communication Network. CoRR (2023)
Krzysztof Rusek, Piotr Borylo, Piotr Jaglarz, Fabien Geyer, Albert Cabellos, Piotr Cholda
RiskNet: Neural Risk Assessment in Networks of Unreliable Resources. J. Netw. Syst. Manag. 31 (3) (2023)
Fabien Geyer, Steffen Bondorf
Differentiable Programming & Network Calculus: Configuration Synthesis under Delay Constraints. CoRR (2023)
Krzysztof Rusek, Piotr Borylo, Piotr Jaglarz, Fabien Geyer, Albert Cabellos, Piotr Cholda
RiskNet: Neural Risk Assessment in Networks of Unreliable Resources. CoRR (2022)
Aygün Baltaci, Hendrik Cech, Nitinder Mohan, Fabien Geyer, Vaibhav Bajpai, Jörg Ott, Dominic Schupke
Analyzing real-time video delivery over cellular networks for remote piloting aerial vehicles. IMC (2022)
Aygün Baltaci, Fabien Geyer, Markus Klügel, Dominic Schupke
Demo: A Combined Multipath Connectivity and Flight Simulation Framework. DIVANet (2022)
Fabien Geyer, Dominic Schupke
Precise Onboard Aircraft Cabin Localization using UWB and ML. GLOBECOM (2022)
Fabien Geyer, Dominic Schupke
Precise Onboard Aicraft Cabin Localization using UWB and ML. CoRR (2022)
Markus Klügel, Aygün Baltaci, Fabien Geyer, Nunzio Sciammetta, Svetoslav Duhovnikov, Dominic Schupke
Communication Demands and Performance Metrics for Next Generation Aerial Networks. IEEE Commun. Mag. 60 (5) (2022)
Aygün Baltaci, Fabien Geyer, Dominic Schupke, Jörg Ott
End-to-end Multipath Optimization for Reliable Aerial Connectivity. DIVANet (2022)
Fabien Geyer, Alexander Scheffler, Steffen Bondorf
Network Calculus with Flow Prolongation - A Feedforward FIFO Analysis enabled by ML. CoRR (2022)
Fabien Geyer, Steffen Bondorf
Network Synthesis under Delay Constraints: The Power of Network Calculus Differentiability. INFOCOM (2022)
Aygün Baltaci, Markus Klügel, Fabien Geyer, Svetoslav Duhovnikov, Vaibhav Bajpai, Jörg Ott, Dominic Schupke
Experimental UAV Data Traffic Modeling and Network Performance Analysis. INFOCOM (2021)
Fabien Geyer, Alexander Scheffler, Steffen Bondorf
Tightening Network Calculus Delay Bounds by Predicting Flow Prolongations in the FIFO Analysis. RTAS (2021)
Fabien Geyer, Steffen Bondorf
Graph-Based Deep Learning for Fast and Tight Network Calculus Analyses. IEEE Trans. Netw. Sci. Eng. 8 (1) (2021)
Peter Okelmann, Leonardo Linguaglossa, Fabien Geyer, Paul Emmerich, Georg Carle
Adaptive Batching for Fast Packet Processing in Software Routers using Machine Learning. NetSoft (2021)
José Suárez-Varela, Paul Almasan, Miquel Ferriol Galmés, Krzysztof Rusek, Fabien Geyer, Xiangle Cheng, Xiang Shi, Shihan Xiao, Franco Scarselli, Albert Cabellos-Aparicio, Pere Barlet-Ros
Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities. CoRR (2021)
Fabien Geyer, Steffen Bondorf
On the Robustness of Deep Learning-predicted Contention Models for Network Calculus. ISCC (2020)
Steffen Bondorf, Fabien Geyer
Virtual Cross-Flow Detouring in the Deterministic Network Calculus Analysis. Networking (2020)
Fabien Geyer, Steffen Bondorf
DeepTMA: Predicting Effective Contention Models for Network Calculus using Graph Neural Networks. INFOCOM (2019)
Leonardo Linguaglossa, Fabien Geyer, Wenqin Shao, Frank Brockners, Georg Carle
Demonstrating the Cost of Collecting In-Network Measurements for High-Speed VNFs. TMA (2019)
Benedikt Jaeger, Dominik Scholz, Daniel Raumer, Fabien Geyer, Georg Carle
Reproducible measurements of TCP BBR congestion control. Comput. Commun. 144 (2019)
Fabien Geyer, Stefan Schmid
DeepMPLS: Fast Analysis of MPLS Configurations Using Deep Learning. Networking (2019)
Fabien Geyer, Holger Kinkelin, Hendrik Leppelsack, Stefan Liebald, Dominik Scholz, Georg Carle, Dominic Schupke
Performance Perspective on Private Distributed Ledger Technologies for Industrial Networks. NetSys (2019)
Fabien Geyer
DeepComNet: Performance evaluation of network topologies using graph-based deep learning. Perform. Evaluation 130 (2019)
Sebastian Gallenmüller, Dominik Schöffmann, Dominik Scholz, Fabien Geyer, Georg Carle
DTLS Performance - How Expensive is Security? CoRR (2019)
Fabien Geyer, Steffen Bondorf
On the Robustness of Deep Learning-predicted Contention Models for Network Calculus. CoRR (2019)
Dominik Scholz, Andreas Oeldemann, Fabien Geyer, Sebastian Gallenmüller, Henning Stubbe, Thomas Wild, Andreas Herkersdorf, Georg Carle
Cryptographic Hashing in P4 Data Planes. ANCS (2019)
Charles Shelbourne, Leonardo Linguaglossa, Aldo Lipani, Tianzhu Zhang, Fabien Geyer
On the Learnability of Software Router Performance via CPU Measurements. CoNEXT Companion (2019)
Fabien Geyer, Georg Carle
The Case for a Network Calculus Heuristic: Using Insights from Data for Tighter Bounds. ITC (2) (2018)
Dominik Scholz, Benedikt Jaeger, Lukas Schwaighofer, Daniel Raumer, Fabien Geyer, Georg Carle
Towards a Deeper Understanding of TCP BBR Congestion Control. Networking (2018)
Fabien Geyer, Georg Carle
Learning and Generating Distributed Routing Protocols Using Graph-Based Deep Learning. Big-DAMA@SIGCOMM (2018)
Alireza Zamani, Fabien Geyer, Alexandros Elefsiniotis, Anke Schmeink
Aircraft network deployment optimization with k-survivability. ANTS (2017)
Peter Heise, Fabien Geyer, Roman Obermaisser
Self-configuring deterministic network with in-band configuration channel. SDS (2017)
Fabien Geyer
Performance Evaluation of Network Topologies using Graph-Based Deep Learning. VALUETOOLS (2017)
Peter Heise, Fabien Geyer, Roman Obermaisser
TSimNet: An Industrial Time Sensitive Networking Simulation Framework Based on OMNeT++. NTMS (2016)
Steffen Bondorf, Fabien Geyer
Generalizing Network Calculus Analysis to Derive Performance Guarantees for Multicast Flows. VALUETOOLS (2016)
Peter Heise, Marc Lasch, Fabien Geyer, Roman Obermaisser
Self-configuring real-time communication network based on OpenFlow. LANMAN (2016)
Fabien Geyer, Georg Carle
Network engineering for real-time networks: comparison of automotive and aeronautic industries approaches. IEEE Commun. Mag. 54 (2) (2016)
Fabien Geyer, Alexandros Elefsiniotis, Dominic A. Schupke, Stefan Schneele
Multi-objective optimization of aircraft networks for weight, performance and survivability. RNDM@WMNC (2015)
Peter Heise, Fabien Geyer, Roman Obermaisser
Deterministic OpenFlow: Performance evaluation of SDN hardware for avionic networks. CNSM (2015)
Peter Heise, Fabien Geyer, Alexandros Elefsiniotis, Roman Obermaisser
Towards a Deterministic Mixed Criticality High Availability Seamless Redundancy (HSR) Ring. Nets4Cars/Nets4Trains/Nets4Aircraft (2015)
Fabien Geyer, Stefan Schneele, Wolfgang Fischer
Performance Evaluation of an Ethernet-Based Cabin Network Architecture Supporting a Low-Latency Service. Nets4Cars/Nets4Trains/Nets4Aircraft (2014)
Fabien Geyer, Stefan Schneele, Georg Carle
Towards stochastic flow-level network modeling: Performance evaluation of short TCP flows. LCN (2014)
Fabien Geyer, Stefan Schneele, Georg Carle
PETFEN: A Performance Evaluation Tool for Flow-Level Network Modeling of Ethernet Networks. VALUETOOLS (2014)
Fabien Geyer, Stefan Schneele, Georg Carle
Practical performance evaluation of ethernet networks with flow-level network modeling. VALUETOOLS (2013)
Fabien Geyer, Emanuel Heidinger, Stefan Schneele, Alexander von Bodisco
Evaluation of Audio/Video Bridging forwarding method in an avionics switched ethernet context. ISCC (2013)
Fabien Geyer, Stefan Schneele, Georg Carle
RENETO, a realistic network traffic generator for OMNeT++/INET. SimuTools (2013)
Emanuel Heidinger, Fabien Geyer, Stefan Schneele, Michael Paulitsch
A performance study of Audio Video Bridging in aeronautic Ethernet networks. SIES (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fabien Geyer