Stefan Schneider

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 31

Top Topics

Fully Distributed

Reinforcement Learning

Dynamic Resource Allocation

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Stefan Schneider, Holger Karl, Ramin Khalili, Artur Hecker
Multi-Agent Deep Reinforcement Learning for Coordinated Multipoint in Mobile Networks. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Stefan Schneider, Stefan Werner, Ramin Khalili, Artur Hecker, Holger Karl
mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. NOMS (2022)
Stefan Werner, Stefan Schneider, Holger Karl
Use What You Know: Network and Service Coordination Beyond Certainty. NOMS (2022)
Stefan Schneider, Haydar Qarawlus, Holger Karl
Distributed Online Service Coordination Using Deep Reinforcement Learning. ICDCS (2021)
Stefan Schneider, Mirko Jürgens, Holger Karl
Divide and Conquer: Hierarchical Network and Service Coordination. IM (2021)
Stefan Schneider, Ramin Khalili, Adnan Manzoor, Haydar Qarawlus, Rafael Schellenberg, Holger Karl, Artur Hecker
Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Marcel Müller, Daniel Behnke, Patrick-Benjamin Bök, Stefan Schneider, Manuel Peuster, Holger Karl
Cloud-Native Threat Detection and Containment for Smart Manufacturing. NetSoft (2020)
Stefan Schneider, Adnan Manzoor, Haydar Qarawlus, Rafael Schellenberg, Holger Karl, Ramin Khalili, Artur Hecker
Self-Driving Network and Service Coordination Using Deep Reinforcement Learning. CNSM (2020)
Stefan Schneider, Lars Dietrich Klenner, Holger Karl
Every Node for Itself: Fully Distributed Service Coordination. CNSM (2020)
Stefan Schneider, Narayanan Puthenpurayil Satheeschandran, Manuel Peuster, Holger Karl
Machine Learning for Dynamic Resource Allocation in Network Function Virtualization. NetSoft (2020)
Anastasios Zafeiropoulos, Eleni Fotopoulou, Manuel Peuster, Stefan Schneider, Panagiotis Gouvas, Daniel Behnke, Marcel Müller, Patrick-Benjamin Bök, Panagiotis Trakadas, Panagiotis Karkazis, Holger Karl
Benchmarking and Profiling 5G Verticals' Applications: An Industrial IoT Use Case. NetSoft (2020)
Manuel Peuster, Stefan Schneider, Holger Karl
The Softwarised Network Data Zoo. CoRR (2019)
Daniel Behnke, Marcel Müller, Patrick-Benjamin Bök, Stefan Schneider, Manuel Peuster, Holger Karl, Alberto Rocha, Miguel Mesquita, José Bonnet
NFV-driven intrusion detection for smart manufacturing. NFV-SDN (2019)
Askhat Nuriddinov, Wouter Tavernier, Didier Colle, Mario Pickavet, Manuel Peuster, Stefan Schneider
Reproducible Functional Tests for Multi-scale Network Services. NFV-SDN (2019)
Stefan Schneider, Arnab Sharma, Holger Karl, Heike Wehrheim
Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets. IM (2019)
Manuel Peuster, Stefan Schneider, Mengxuan Zhao, George Xilouris, Panagiotis Trakadas, Felipe Vicens, Wouter Tavernier, Thomas Soenen, Ricard Vilalta, George Andreou, Dimosthenis Kyriazis, Holger Karl
Introducing Automated Verification and Validation for Virtualized Network Functions and Services. IEEE Commun. Mag. 57 (5) (2019)
Manuel Peuster, Stefan Schneider, Daniel Behnke, Marcel Müller, Patrick-Benjamin Bök, Holger Karl
Prototyping and Demonstrating 5G Verticals: The Smart Manufacturing Case. NetSoft (2019)
Manuel Peuster, Stefan Schneider, Holger Karl
The Softwarised Network Data Zoo. CNSM (2019)
Stefan Schneider, Manuel Peuster, Daniel Behnke, Marcel Müller, Patrick-Benjamin Bök, Holger Karl
Putting 5G into Production: Realizing a Smart Manufacturing Vertical Scenario. EuCNC (2019)
Marcel Müller, Daniel Behnke, Patrick-Benjamin Bök, Stefan Schneider, Manuel Peuster, Holger Karl
Putting NFV into Reality: Physical Smart Manufacturing Testbed. NFV-SDN (2019)
Marcel Müller, Daniel Behnke, Patrick-Benjamin Bok, Manuel Peuster, Stefan Schneider, Holger Karl
5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing. INDIN (2019)
Stefan Schneider, Manuel Peuster, Kai Hannemann, Daniel Behnke, Marcel Müller, Patrick-Benjamin Bök, Holger Karl
"Producing Cloud-Native": Smart Manufacturing Use Cases on Kubernetes. NFV-SDN (2019)
Manuel Peuster, Stefan Schneider, Frederic Tobias Christ, Holger Karl
A Prototyping Platform to Validate and Verify Network Service Header-based Service Chains. NFV-SDN (2018)
Stefan Schneider, Manuel Peuster, Holger Karl
A Generic Emulation Framework for Reusing and Evaluating VNF Placement Algorithms. NFV-SDN (2018)
Stefan Schneider, Arnab Sharma, Holger Karl, Heike Wehrheim
Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets. CoRR (2018)
Stefan Schneider, Manuel Peuster, Wouter Tavernier, Holger Karl
A Fully Integrated Multi-Platform NFV SDK. NFV-SDN (2018)
Sevil Dräxler, Stefan Schneider, Holger Karl
Scaling and Placing Bidirectional Services with Stateful Virtual and Physical Network Functions. NetSoft (2018)
Stefan Schneider, Sevil Dräxler, Holger Karl
Trade-Offs in Dynamic Resource Allocation in Network Function Virtualization. GLOBECOM Workshops (2018)
Peter Twamley, Marcel Müller, Patrick-Benjamin Bok, George Xilouris, Christos Sakkas, Michail-Alexandros Kourtis, Manuel Peuster, Stefan Schneider, Panagiotis Stavrianos, Dimosthenis Kyriazis
5GTANGO: An Approach for Testing NFV Deployments. EuCNC (2018)
Mengxuan Zhao, Franck Le Gall, Philippe Cousin, Ricard Vilalta, Raul Muñoz, Sonia Castro, Manuel Peuster, Stefan Schneider, Maria Siapera, Evgenia Kapassa, Dimosthenis Kyriazis, Peer Hasselmeyer, George Xilouris, Christos Tranoris, Spyros G. Denazis, Josep Martrat
Verification and validation framework for 5G network services and apps. NFV-SDN (2017)
Sven Laux, Gurjashan Singh Pannu, Stefan Schneider, Jan Tiemann, Florian Klingler, Christoph Sommer, Falko Dressler
Demo: OpenC2X - An open source experimental and prototyping platform supporting ETSI ITS-G5. VNC (2016)