Stefan Balthasar Schneider

Rechnernetze
stschn@mail.uni-paderborn.de
ID
35343

31 Publications

Mark all

[31]
2022 | Dissertation | LibreCat-ID: 29672
Schneider, S. B. (2022). Network and Service Coordination: Conventional and Machine Learning Approaches". https://doi.org/10.17619/UNIPB/1-1276
LibreCat | DOI
 
[30]
2022 | Conference Paper | LibreCat-ID: 30236 | OA
Schneider, S. B., Werner, S., Khalili, R., Hecker, A., & Karl, H. (2022). mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE/IFIP Network Operations and Management Symposium (NOMS), Budapest.
LibreCat | Files available
 
[29]
2022 | Conference Paper | LibreCat-ID: 29220 | OA
Werner, S., Schneider, S. B., & Karl, H. (2022). Use What You Know: Network and Service Coordination Beyond Certainty. IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE/IFIP Network Operations and Management Symposium (NOMS), Budapest.
LibreCat | Files available
 
[28]
2021 | Conference Paper | LibreCat-ID: 21543 | OA
Schneider, S. B., Qarawlus, H., & Karl, H. (2021). Distributed Online Service Coordination Using Deep Reinforcement Learning. In IEEE International Conference on Distributed Computing Systems (ICDCS). Washington, DC, USA: IEEE.
LibreCat | Files available
 
[27]
2021 | Conference Paper | LibreCat-ID: 20693 | OA
Schneider, S. B., Jürgens, M., & Karl, H. (2021). Divide and Conquer: Hierarchical Network and Service Coordination. In IFIP/IEEE International Symposium on Integrated Network Management (IM). Bordeaux, France: IFIP/IEEE.
LibreCat | Files available
 
[26]
2021 | Journal Article | LibreCat-ID: 21808 | OA
Schneider, S. B., Khalili, R., Manzoor, A., Qarawlus, H., Schellenberg, R., Karl, H., & Hecker, A. (2021). Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning. Transactions on Network and Service Management. https://doi.org/10.1109/TNSM.2021.3076503
LibreCat | Files available | DOI
 
[25]
2021 | Working Paper | LibreCat-ID: 33854 | OA
Schneider, S. B., Karl, H., Khalili, R., & Hecker, A. (2021). DeepCoMP: Coordinated Multipoint Using Multi-Agent Deep Reinforcement Learning.
LibreCat | Files available
 
[24]
2021 | Working Paper | LibreCat-ID: 35889 | OA
Schneider, S. B. (2021). Conventional and Machine Learning Approaches for Network and Service Coordination.
LibreCat | Files available
 
[23]
2020 | Conference Paper | LibreCat-ID: 19607 | OA
Schneider, S. B., Klenner, L. D., & Karl, H. (2020). Every Node for Itself: Fully Distributed Service Coordination. In IEEE International Conference on Network and Service Management (CNSM). IEEE.
LibreCat | Files available
 
[22]
2020 | Conference Paper | LibreCat-ID: 19609 | OA
Schneider, S. B., Manzoor, A., Qarawlus, H., Schellenberg, R., Karl, H., Khalili, R., & Hecker, A. (2020). Self-Driving Network and Service Coordination Using Deep Reinforcement Learning. In IEEE International Conference on Network and Service Management (CNSM). IEEE.
LibreCat | Files available
 
[21]
2020 | Conference Paper | LibreCat-ID: 16219 | OA
Schneider, S. B., Satheeschandran, N. P., Peuster, M., & Karl, H. (2020). Machine Learning for Dynamic Resource Allocation in Network Function Virtualization. In IEEE Conference on Network Softwarization (NetSoft). Ghent, Belgium: IEEE.
LibreCat | Files available
 
[20]
2020 | Conference Paper | LibreCat-ID: 16222
Zafeiropoulos, A., Fotopoulou, E., Peuster, M., Schneider, S. B., Gouvas, P., Behnke, D., … Karl, H. (2020). Benchmarking and Profiling 5G Verticals’ Applications: An Industrial IoT Use Case. In IEEE Conference on Network Softwarization (NetSoft).
LibreCat
 
[19]
2020 | Conference Paper | LibreCat-ID: 16400
Müller, M., Behnke, D., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl, H. (2020). Cloud-Native Threat Detection and Containment for Smart Manufacturing. In IEEE Conference on Network Softwarization (NetSoft) Demo Track. Ghent, Belgium: IEEE.
LibreCat
 
[18]
2019 | Conference Paper | LibreCat-ID: 3287 | OA
Schneider, S. B., Sharma, A., Karl, H., & Wehrheim, H. (2019). Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets. In 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM) (pp. 116--124). Washington, DC, USA: IFIP.
LibreCat | Files available | Download (ext.)
 
[17]
2019 | Conference Paper | LibreCat-ID: 9270 | OA
Schneider, S. B., Peuster, M., Behnke, D., Marcel, M., Bök, P.-B., & Karl, H. (2019). Putting 5G into Production: Realizing a Smart Manufacturing Vertical Scenario. In European Conference on Networks and Communications (EuCNC). Valencia, Spain: IEEE. https://doi.org/10.1109/eucnc.2019.8802016
LibreCat | Files available | DOI | Download (ext.)
 
[16]
2019 | Conference Paper | LibreCat-ID: 8792 | OA
Peuster, M., Schneider, S. B., Behnke, D., Müller, M., Bök, P.-B., & Karl, H. (2019). Prototyping and Demonstrating 5G Verticals: The Smart Manufacturing Case. In 5th IEEE International Conference on Network Softwarization (NetSoft 2019). Paris. https://doi.org/10.1109/NETSOFT.2019.8806685
LibreCat | Files available | DOI | Download (ext.)
 
[15]
2019 | Journal Article | LibreCat-ID: 9824 | OA
Peuster, M., Schneider, S. B., Zhao, M., Xilouris, G., Trakadas, P., Vicens, F., … Karl, H. (2019). Introducing Automated Verification and Validation for Virtualized Network Functions and Services. IEEE Communications Magazine, 96–102. https://doi.org/10.1109/mcom.2019.1800873
LibreCat | Files available | DOI | Download (ext.)
 
[14]
2019 | Conference Paper | LibreCat-ID: 15369
Müller, M., Behnke, D., Bök, P.-B., Peuster, M., Schneider, S. B., & Karl, H. (2019). 5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing. In IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN). Helsinki: IEEE.
LibreCat
 
[13]
2019 | Conference Paper | LibreCat-ID: 15371 | OA
Peuster, M., Schneider, S. B., & Karl, H. (2019). The Softwarised Network Data Zoo. In IEEE/IFIP 15th International Conference on Network and Service Management (CNSM). Halifax: IEEE/IFIP.
LibreCat | Files available | Download (ext.)
 
[12]
2019 | Conference Paper | LibreCat-ID: 15372
Nuriddinov, A., Tavernier, W., Colle, D., Pickavet, M., Peuster, M., & Schneider, S. B. (2019). Reproducible Functional Tests for Multi-scale Network Services. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.
LibreCat
 
[11]
2019 | Conference Paper | LibreCat-ID: 15375
Müller, M., Behnke, D., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl, H. (2019). Putting NFV into Reality: Physical Smart Manufacturing Testbed. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.
LibreCat
 
[10]
2019 | Conference Paper | LibreCat-ID: 15376
Behnke, D., Müller, M., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl, H. (2019). NFV-driven intrusion detection for smart manufacturing. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.
LibreCat
 
[9]
2019 | Conference Paper | LibreCat-ID: 13292 | OA
Schneider, S. B., Peuster, M., Hannemann, K., Behnke, D., Müller, M., Bök, P.-B., & Karl, H. (2019). “Producing Cloud-Native”: Smart Manufacturing Use Cases on Kubernetes. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN) Demo Track. Dallas, TX, USA: IEEE.
LibreCat | Files available
 
[8]
2018 | Conference Paper | LibreCat-ID: 2481 | OA
Dräxler, S., Schneider, S. B., & Karl, H. (2018). Scaling and Placing Bidirectional Services with Stateful Virtual and Physical Network Functions. In 4th IEEE International Conference on Network Softwarization (NetSoft 2018) (pp. 123--131). Montreal: IEEE.
LibreCat | Files available
 
[7]
2018 | Conference Paper | LibreCat-ID: 4558
Twamley, P., Muller, M., Bok, P.-B., Xilouris, G. K., Sakkas, C., Kourtis, M. A., … Kyriazis, D. (2018). 5GTANGO: An Approach for Testing NFV Deployments. In 2018 European Conference on Networks and Communications (EuCNC). IEEE. https://doi.org/10.1109/eucnc.2018.8442844
LibreCat | DOI | Download (ext.)
 
[6]
2018 | Conference Paper | LibreCat-ID: 6483 | OA
Peuster, M., Schneider, S. B., Christ, F., & Karl, H. (2018). A Prototyping Platform to Validate and Verify Network Service Header-based Service Chains. In IEEE Conference on Network Function Virtualisation and Software Defined Networks (NFV-SDN) 5GNetApp. Verona: IEEE.
LibreCat | Files available
 
[5]
2018 | Conference Paper | LibreCat-ID: 6970 | OA
Schneider, S. B., Dräxler, S., & Karl, H. (2018). Trade-offs in Dynamic Resource Allocation in Network Function Virtualization. In IEEE Global Communications Conference (GLOBECOM 2018). Abu Dhabi, UAE: IEEE.
LibreCat | Files available
 
[4]
2018 | Conference Paper | LibreCat-ID: 6972 | OA
Schneider, S. B., Peuster, M., & Karl, H. (2018). A Generic Emulation Framework for Reusing and Evaluating VNF Placement Algorithms. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN 2018). Verona, Italy: IEEE. https://doi.org/10.1109/NFV-SDN.2018.8725795
LibreCat | Files available | DOI | Download (ext.)
 
[3]
2018 | Conference Paper | LibreCat-ID: 6974 | OA
Schneider, S. B., Peuster, M., Tavernier, W., & Karl, H. (2018). A Fully Integrated Multi-Platform NFV SDK. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN 2018). Verona, Italy: IEEE. https://doi.org/10.1109/NFV-SDN.2018.8725794
LibreCat | Files available | DOI | Download (ext.)
 
[2]
2017 | Conference Paper | LibreCat-ID: 709
Laux, S., Pannu, G. S., Schneider, S. B., Tiemann, J., Klingler, F., Sommer, C., & Dressler, F. (2017). Demo: OpenC2X — An open source experimental and prototyping platform supporting ETSI ITS-G5. In 2016 IEEE Vehicular Networking Conference (VNC). IEEE. https://doi.org/10.1109/vnc.2016.7835955
LibreCat | DOI
 
[1]
2017 | Conference Paper | LibreCat-ID: 1618
Zhao, M., Le Gall, F., Cousin, P., Vilalta, R., Munoz, R., Castro, S., … Martrat, J. (2017). Verification and validation framework for 5G network services and apps. In 2017 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). IEEE. https://doi.org/10.1109/nfv-sdn.2017.8169878
LibreCat | DOI
 
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31 Publications

Mark all

[31]
2022 | Dissertation | LibreCat-ID: 29672
Schneider, S. B. (2022). Network and Service Coordination: Conventional and Machine Learning Approaches". https://doi.org/10.17619/UNIPB/1-1276
LibreCat | DOI
 
[30]
2022 | Conference Paper | LibreCat-ID: 30236 | OA
Schneider, S. B., Werner, S., Khalili, R., Hecker, A., & Karl, H. (2022). mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE/IFIP Network Operations and Management Symposium (NOMS), Budapest.
LibreCat | Files available
 
[29]
2022 | Conference Paper | LibreCat-ID: 29220 | OA
Werner, S., Schneider, S. B., & Karl, H. (2022). Use What You Know: Network and Service Coordination Beyond Certainty. IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE/IFIP Network Operations and Management Symposium (NOMS), Budapest.
LibreCat | Files available
 
[28]
2021 | Conference Paper | LibreCat-ID: 21543 | OA
Schneider, S. B., Qarawlus, H., & Karl, H. (2021). Distributed Online Service Coordination Using Deep Reinforcement Learning. In IEEE International Conference on Distributed Computing Systems (ICDCS). Washington, DC, USA: IEEE.
LibreCat | Files available
 
[27]
2021 | Conference Paper | LibreCat-ID: 20693 | OA
Schneider, S. B., Jürgens, M., & Karl, H. (2021). Divide and Conquer: Hierarchical Network and Service Coordination. In IFIP/IEEE International Symposium on Integrated Network Management (IM). Bordeaux, France: IFIP/IEEE.
LibreCat | Files available
 
[26]
2021 | Journal Article | LibreCat-ID: 21808 | OA
Schneider, S. B., Khalili, R., Manzoor, A., Qarawlus, H., Schellenberg, R., Karl, H., & Hecker, A. (2021). Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning. Transactions on Network and Service Management. https://doi.org/10.1109/TNSM.2021.3076503
LibreCat | Files available | DOI
 
[25]
2021 | Working Paper | LibreCat-ID: 33854 | OA
Schneider, S. B., Karl, H., Khalili, R., & Hecker, A. (2021). DeepCoMP: Coordinated Multipoint Using Multi-Agent Deep Reinforcement Learning.
LibreCat | Files available
 
[24]
2021 | Working Paper | LibreCat-ID: 35889 | OA
Schneider, S. B. (2021). Conventional and Machine Learning Approaches for Network and Service Coordination.
LibreCat | Files available
 
[23]
2020 | Conference Paper | LibreCat-ID: 19607 | OA
Schneider, S. B., Klenner, L. D., & Karl, H. (2020). Every Node for Itself: Fully Distributed Service Coordination. In IEEE International Conference on Network and Service Management (CNSM). IEEE.
LibreCat | Files available
 
[22]
2020 | Conference Paper | LibreCat-ID: 19609 | OA
Schneider, S. B., Manzoor, A., Qarawlus, H., Schellenberg, R., Karl, H., Khalili, R., & Hecker, A. (2020). Self-Driving Network and Service Coordination Using Deep Reinforcement Learning. In IEEE International Conference on Network and Service Management (CNSM). IEEE.
LibreCat | Files available
 
[21]
2020 | Conference Paper | LibreCat-ID: 16219 | OA
Schneider, S. B., Satheeschandran, N. P., Peuster, M., & Karl, H. (2020). Machine Learning for Dynamic Resource Allocation in Network Function Virtualization. In IEEE Conference on Network Softwarization (NetSoft). Ghent, Belgium: IEEE.
LibreCat | Files available
 
[20]
2020 | Conference Paper | LibreCat-ID: 16222
Zafeiropoulos, A., Fotopoulou, E., Peuster, M., Schneider, S. B., Gouvas, P., Behnke, D., … Karl, H. (2020). Benchmarking and Profiling 5G Verticals’ Applications: An Industrial IoT Use Case. In IEEE Conference on Network Softwarization (NetSoft).
LibreCat
 
[19]
2020 | Conference Paper | LibreCat-ID: 16400
Müller, M., Behnke, D., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl, H. (2020). Cloud-Native Threat Detection and Containment for Smart Manufacturing. In IEEE Conference on Network Softwarization (NetSoft) Demo Track. Ghent, Belgium: IEEE.
LibreCat
 
[18]
2019 | Conference Paper | LibreCat-ID: 3287 | OA
Schneider, S. B., Sharma, A., Karl, H., & Wehrheim, H. (2019). Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets. In 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM) (pp. 116--124). Washington, DC, USA: IFIP.
LibreCat | Files available | Download (ext.)
 
[17]
2019 | Conference Paper | LibreCat-ID: 9270 | OA
Schneider, S. B., Peuster, M., Behnke, D., Marcel, M., Bök, P.-B., & Karl, H. (2019). Putting 5G into Production: Realizing a Smart Manufacturing Vertical Scenario. In European Conference on Networks and Communications (EuCNC). Valencia, Spain: IEEE. https://doi.org/10.1109/eucnc.2019.8802016
LibreCat | Files available | DOI | Download (ext.)
 
[16]
2019 | Conference Paper | LibreCat-ID: 8792 | OA
Peuster, M., Schneider, S. B., Behnke, D., Müller, M., Bök, P.-B., & Karl, H. (2019). Prototyping and Demonstrating 5G Verticals: The Smart Manufacturing Case. In 5th IEEE International Conference on Network Softwarization (NetSoft 2019). Paris. https://doi.org/10.1109/NETSOFT.2019.8806685
LibreCat | Files available | DOI | Download (ext.)
 
[15]
2019 | Journal Article | LibreCat-ID: 9824 | OA
Peuster, M., Schneider, S. B., Zhao, M., Xilouris, G., Trakadas, P., Vicens, F., … Karl, H. (2019). Introducing Automated Verification and Validation for Virtualized Network Functions and Services. IEEE Communications Magazine, 96–102. https://doi.org/10.1109/mcom.2019.1800873
LibreCat | Files available | DOI | Download (ext.)
 
[14]
2019 | Conference Paper | LibreCat-ID: 15369
Müller, M., Behnke, D., Bök, P.-B., Peuster, M., Schneider, S. B., & Karl, H. (2019). 5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing. In IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN). Helsinki: IEEE.
LibreCat
 
[13]
2019 | Conference Paper | LibreCat-ID: 15371 | OA
Peuster, M., Schneider, S. B., & Karl, H. (2019). The Softwarised Network Data Zoo. In IEEE/IFIP 15th International Conference on Network and Service Management (CNSM). Halifax: IEEE/IFIP.
LibreCat | Files available | Download (ext.)
 
[12]
2019 | Conference Paper | LibreCat-ID: 15372
Nuriddinov, A., Tavernier, W., Colle, D., Pickavet, M., Peuster, M., & Schneider, S. B. (2019). Reproducible Functional Tests for Multi-scale Network Services. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.
LibreCat
 
[11]
2019 | Conference Paper | LibreCat-ID: 15375
Müller, M., Behnke, D., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl, H. (2019). Putting NFV into Reality: Physical Smart Manufacturing Testbed. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.
LibreCat
 
[10]
2019 | Conference Paper | LibreCat-ID: 15376
Behnke, D., Müller, M., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl, H. (2019). NFV-driven intrusion detection for smart manufacturing. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.
LibreCat
 
[9]
2019 | Conference Paper | LibreCat-ID: 13292 | OA
Schneider, S. B., Peuster, M., Hannemann, K., Behnke, D., Müller, M., Bök, P.-B., & Karl, H. (2019). “Producing Cloud-Native”: Smart Manufacturing Use Cases on Kubernetes. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN) Demo Track. Dallas, TX, USA: IEEE.
LibreCat | Files available
 
[8]
2018 | Conference Paper | LibreCat-ID: 2481 | OA
Dräxler, S., Schneider, S. B., & Karl, H. (2018). Scaling and Placing Bidirectional Services with Stateful Virtual and Physical Network Functions. In 4th IEEE International Conference on Network Softwarization (NetSoft 2018) (pp. 123--131). Montreal: IEEE.
LibreCat | Files available
 
[7]
2018 | Conference Paper | LibreCat-ID: 4558
Twamley, P., Muller, M., Bok, P.-B., Xilouris, G. K., Sakkas, C., Kourtis, M. A., … Kyriazis, D. (2018). 5GTANGO: An Approach for Testing NFV Deployments. In 2018 European Conference on Networks and Communications (EuCNC). IEEE. https://doi.org/10.1109/eucnc.2018.8442844
LibreCat | DOI | Download (ext.)
 
[6]
2018 | Conference Paper | LibreCat-ID: 6483 | OA
Peuster, M., Schneider, S. B., Christ, F., & Karl, H. (2018). A Prototyping Platform to Validate and Verify Network Service Header-based Service Chains. In IEEE Conference on Network Function Virtualisation and Software Defined Networks (NFV-SDN) 5GNetApp. Verona: IEEE.
LibreCat | Files available
 
[5]
2018 | Conference Paper | LibreCat-ID: 6970 | OA
Schneider, S. B., Dräxler, S., & Karl, H. (2018). Trade-offs in Dynamic Resource Allocation in Network Function Virtualization. In IEEE Global Communications Conference (GLOBECOM 2018). Abu Dhabi, UAE: IEEE.
LibreCat | Files available
 
[4]
2018 | Conference Paper | LibreCat-ID: 6972 | OA
Schneider, S. B., Peuster, M., & Karl, H. (2018). A Generic Emulation Framework for Reusing and Evaluating VNF Placement Algorithms. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN 2018). Verona, Italy: IEEE. https://doi.org/10.1109/NFV-SDN.2018.8725795
LibreCat | Files available | DOI | Download (ext.)
 
[3]
2018 | Conference Paper | LibreCat-ID: 6974 | OA
Schneider, S. B., Peuster, M., Tavernier, W., & Karl, H. (2018). A Fully Integrated Multi-Platform NFV SDK. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN 2018). Verona, Italy: IEEE. https://doi.org/10.1109/NFV-SDN.2018.8725794
LibreCat | Files available | DOI | Download (ext.)
 
[2]
2017 | Conference Paper | LibreCat-ID: 709
Laux, S., Pannu, G. S., Schneider, S. B., Tiemann, J., Klingler, F., Sommer, C., & Dressler, F. (2017). Demo: OpenC2X — An open source experimental and prototyping platform supporting ETSI ITS-G5. In 2016 IEEE Vehicular Networking Conference (VNC). IEEE. https://doi.org/10.1109/vnc.2016.7835955
LibreCat | DOI
 
[1]
2017 | Conference Paper | LibreCat-ID: 1618
Zhao, M., Le Gall, F., Cousin, P., Vilalta, R., Munoz, R., Castro, S., … Martrat, J. (2017). Verification and validation framework for 5G network services and apps. In 2017 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). IEEE. https://doi.org/10.1109/nfv-sdn.2017.8169878
LibreCat | DOI
 
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