Stefan Schneider

Orcid: 0000-0001-8210-4011

Affiliations:
  • Paderborn University, Germany


According to our database1, Stefan Schneider authored at least 31 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Multi-Agent Deep Reinforcement Learning for Coordinated Multipoint in Mobile Networks.
IEEE Trans. Netw. Serv. Manag., February, 2024

2023
Conventional and Machine Learning Approaches for Network and Service Coordination.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2023

2022
Network and service coordination: conventional and machine learning approaches.
PhD thesis, 2022

Use What You Know: Network and Service Coordination Beyond Certainty.
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks.
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

2021
Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning.
IEEE Trans. Netw. Serv. Manag., 2021

Divide and Conquer: Hierarchical Network and Service Coordination.
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

Distributed Online Service Coordination Using Deep Reinforcement Learning.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

2020
Benchmarking and Profiling 5G Verticals' Applications: An Industrial IoT Use Case.
Proceedings of the 6th IEEE Conference on Network Softwarization, 2020

Machine Learning for Dynamic Resource Allocation in Network Function Virtualization.
Proceedings of the 6th IEEE Conference on Network Softwarization, 2020

Cloud-Native Threat Detection and Containment for Smart Manufacturing.
Proceedings of the 6th IEEE Conference on Network Softwarization, 2020

Self-Driving Network and Service Coordination Using Deep Reinforcement Learning.
Proceedings of the 16th International Conference on Network and Service Management, 2020

Every Node for Itself: Fully Distributed Service Coordination.
Proceedings of the 16th International Conference on Network and Service Management, 2020

2019
Introducing Automated Verification and Validation for Virtualized Network Functions and Services.
IEEE Commun. Mag., 2019

"Producing Cloud-Native": Smart Manufacturing Use Cases on Kubernetes.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2019

Reproducible Functional Tests for Multi-scale Network Services.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2019

Putting NFV into Reality: Physical Smart Manufacturing Testbed.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2019

NFV-driven intrusion detection for smart manufacturing.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2019

Prototyping and Demonstrating 5G Verticals: The Smart Manufacturing Case.
Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

Putting 5G into Production: Realizing a Smart Manufacturing Vertical Scenario.
Proceedings of the European Conference on Networks and Communications, 2019

The Softwarised Network Data Zoo.
Proceedings of the 15th International Conference on Network and Service Management, 2019

2018
A Fully Integrated Multi-Platform NFV SDK.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2018

A Generic Emulation Framework for Reusing and Evaluating VNF Placement Algorithms.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2018

A Prototyping Platform to Validate and Verify Network Service Header-based Service Chains.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2018

Scaling and Placing Bidirectional Services with Stateful Virtual and Physical Network Functions.
Proceedings of the 4th IEEE Conference on Network Softwarization and Workshops, 2018

Trade-Offs in Dynamic Resource Allocation in Network Function Virtualization.
Proceedings of the IEEE Globecom Workshops, 2018

5GTANGO: An Approach for Testing NFV Deployments.
Proceedings of the 2018 European Conference on Networks and Communications, 2018

2017
Verification and validation framework for 5G network services and apps.
Proceedings of the 2017 IEEE Conference on Network Function Virtualization and Software Defined Networks, 2017

2016
Demo: OpenC2X - An open source experimental and prototyping platform supporting ETSI ITS-G5.
Proceedings of the 2016 IEEE Vehicular Networking Conference, 2016


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