Fabien Geyer
Orcid: 0000-0002-6522-4385Affiliations:
- Airbus Central Research & Technology, Germany
- Technical University of Munich, Germany
According to our database1,
Fabien Geyer
authored at least 50 papers
between 2012 and 2024.
Collaborative distances:
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Bibliography
2024
Efficient and Mathematically Robust Operations for Certified Neural Networks Inference.
CoRR, 2024
2023
J. Netw. Syst. Manag., July, 2023
IEEE Trans. Computers, 2023
Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities.
IEEE Netw., 2023
Passive Sensing and Localization in an Aircraft Cabin Using a Wireless Communication Network.
CoRR, 2023
Differentiable Programming & Network Calculus: Configuration Synthesis under Delay Constraints.
CoRR, 2023
2022
IEEE Commun. Mag., 2022
Proceedings of the 12th ACM International Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications on ACM International Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications, 2022
Proceedings of the 12th ACM International Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications on ACM International Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications, 2022
Network Synthesis under Delay Constraints: The Power of Network Calculus Differentiability.
Proceedings of the IEEE INFOCOM 2022, 2022
Analyzing real-time video delivery over cellular networks for remote piloting aerial vehicles.
Proceedings of the 22nd ACM Internet Measurement Conference, 2022
Proceedings of the IEEE Global Communications Conference, 2022
2021
IEEE Trans. Netw. Sci. Eng., 2021
Tightening Network Calculus Delay Bounds by Predicting Flow Prolongations in the FIFO Analysis.
Proceedings of the 27th IEEE Real-Time and Embedded Technology and Applications Symposium, 2021
Adaptive Batching for Fast Packet Processing in Software Routers using Machine Learning.
Proceedings of the 7th IEEE International Conference on Network Softwarization, 2021
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
2020
Proceedings of the 2020 IFIP Networking Conference, 2020
Proceedings of the IEEE Symposium on Computers and Communications, 2020
2019
DeepComNet: Performance evaluation of network topologies using graph-based deep learning.
Perform. Evaluation, 2019
Proceedings of the Network Traffic Measurement and Analysis Conference, 2019
Proceedings of the 2019 IFIP Networking Conference, 2019
Performance Perspective on Private Distributed Ledger Technologies for Industrial Networks.
Proceedings of the 2019 International Conference on Networked Systems, 2019
DeepTMA: Predicting Effective Contention Models for Network Calculus using Graph Neural Networks.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019
Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies, 2019
Proceedings of the 2019 ACM/IEEE Symposium on Architectures for Networking and Communications Systems, 2019
Proceedings of the Systems Modeling: Methodologies and Tools, 2019
2018
The Case for a Network Calculus Heuristic: Using Insights from Data for Tighter Bounds.
Proceedings of the 30th International Teletraffic Congress, 2018
Learning and Generating Distributed Routing Protocols Using Graph-Based Deep Learning.
Proceedings of the 2018 Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2018
Proceedings of the 17th International IFIP TC6 Networking Conference, 2018
2017
Proceedings of the 11th EAI International Conference on Performance Evaluation Methodologies and Tools, 2017
Proceedings of the 2017 Fourth International Conference on Software Defined Systems, 2017
Proceedings of the 2017 IEEE International Conference on Advanced Networks and Telecommunications Systems, 2017
2016
Network engineering for real-time networks: comparison of automotive and aeronautic industries approaches.
IEEE Commun. Mag., 2016
Generalizing Network Calculus Analysis to Derive Performance Guarantees for Multicast Flows.
Proceedings of the 10th EAI International Conference on Performance Evaluation Methodologies and Tools, 2016
TSimNet: An Industrial Time Sensitive Networking Simulation Framework Based on OMNeT++.
Proceedings of the 8th IFIP International Conference on New Technologies, 2016
Proceedings of the IEEE International Symposium on Local and Metropolitan Area Networks, 2016
2015
PhD thesis, 2015
Towards a Deterministic Mixed Criticality High Availability Seamless Redundancy (HSR) Ring.
Proceedings of the Communication Technologies for Vehicles - 8th International Workshop, 2015
Multi-objective optimization of aircraft networks for weight, performance and survivability.
Proceedings of the 7th International Workshop on Reliable Networks Design and Modeling, 2015
Proceedings of the 11th International Conference on Network and Service Management, 2015
2014
PETFEN: A Performance Evaluation Tool for Flow-Level Network Modeling of Ethernet Networks.
Proceedings of the 8th International Conference on Performance Evaluation Methodologies and Tools, 2014
Performance Evaluation of an Ethernet-Based Cabin Network Architecture Supporting a Low-Latency Service.
Proceedings of the Communication Technologies for Vehicles - 6th International Workshop, 2014
Towards stochastic flow-level network modeling: Performance evaluation of short TCP flows.
Proceedings of the IEEE 39th Conference on Local Computer Networks, 2014
2013
Practical performance evaluation of ethernet networks with flow-level network modeling.
Proceedings of the 7th International Conference on Performance Evaluation Methodologies and Tools, 2013
Proceedings of the 6th International ICST Conference on Simulation Tools and Techniques, 2013
Evaluation of Audio/Video Bridging forwarding method in an avionics switched ethernet context.
Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013
2012
Proceedings of the 7th IEEE International Symposium on Industrial Embedded Systems, 2012