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106 Publications
2021 | Conference Paper | LibreCat-ID: 21543 |

Schneider, Stefan Balthasar, et al. “Distributed Online Service Coordination Using Deep Reinforcement Learning.” IEEE International Conference on Distributed Computing Systems (ICDCS), IEEE, 2021.
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2021 | Conference Paper | LibreCat-ID: 20693 |

Schneider, Stefan Balthasar, et al. “Divide and Conquer: Hierarchical Network and Service Coordination.” IFIP/IEEE International Symposium on Integrated Network Management (IM), IFIP/IEEE, 2021.
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2021 | Journal Article | LibreCat-ID: 21808 |

Schneider, Stefan Balthasar, et al. “Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning.” Transactions on Network and Service Management, IEEE, 2021, doi:10.1109/TNSM.2021.3076503.
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2021 | Working Paper | LibreCat-ID: 33854 |

Schneider, Stefan Balthasar, et al. DeepCoMP: Coordinated Multipoint Using Multi-Agent Deep Reinforcement Learning. 2021.
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2021 | Working Paper | LibreCat-ID: 35889 |

Schneider, Stefan Balthasar. Conventional and Machine Learning Approaches for Network and Service Coordination. 2021.
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2020 | Conference Paper | LibreCat-ID: 19607 |

Schneider, Stefan Balthasar, et al. “Every Node for Itself: Fully Distributed Service Coordination.” IEEE International Conference on Network and Service Management (CNSM), IEEE, 2020.
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2020 | Conference Paper | LibreCat-ID: 19609 |

Schneider, Stefan Balthasar, et al. “Self-Driving Network and Service Coordination Using Deep Reinforcement Learning.” IEEE International Conference on Network and Service Management (CNSM), IEEE, 2020.
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2020 | Conference Paper | LibreCat-ID: 16726
Razzaghi Kouchaksaraei, Hadi, et al. “Dynamic Provisioning of Network Services on Heterogeneous Resources.” European Conference on Networks and Communications (EUCNC 2020).
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2020 | Conference Paper | LibreCat-ID: 17082
Hasnain, Asif, and Holger Karl. “Coflow Scheduling with Performance Guarantees for Data Center Applications.” 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), IEEE Computer Society, 2020, doi:https://doi.org/10.1109/CCGrid49817.2020.00010.
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2020 | Conference Paper | LibreCat-ID: 16219 |

Schneider, Stefan Balthasar, et al. “Machine Learning for Dynamic Resource Allocation in Network Function Virtualization.” IEEE Conference on Network Softwarization (NetSoft), IEEE, 2020.
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2020 | Conference Paper | LibreCat-ID: 16400
Müller, Marcel, et al. “Cloud-Native Threat Detection and Containment for Smart Manufacturing.” IEEE Conference on Network Softwarization (NetSoft) Demo Track, IEEE, 2020.
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2020 | Conference Paper | LibreCat-ID: 13868
Pukrop, Simon, et al. “Approximating Weighted Completion Time for Order Scheduling with Setup Times.” Proceedings of the 46th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM), 2020.
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2020 | Journal Article | LibreCat-ID: 13770
Karl, Holger, et al. “A Case for a New IT Ecosystem: On-The-Fly Computing.” Business & Information Systems Engineering, vol. 62, no. 6, Springer, 2020, pp. 467–81, doi:10.1007/s12599-019-00627-x.
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2019 | Conference Paper | LibreCat-ID: 3287 |

Schneider, Stefan Balthasar, et al. “Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets.” 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM), IFIP, 2019, pp. 116--124.
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2019 | Conference Paper | LibreCat-ID: 9270 |

Schneider, Stefan Balthasar, et al. “Putting 5G into Production: Realizing a Smart Manufacturing Vertical Scenario.” European Conference on Networks and Communications (EuCNC), IEEE, 2019, doi:10.1109/eucnc.2019.8802016.
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2019 | Journal Article | LibreCat-ID: 8113 |

Peuster, Manuel, et al. “Joint Testing and Profiling of Microservice-Based Network Services Using TTCN-3.” ICT Express, Elsevier BV, 2019, doi:10.1016/j.icte.2019.02.001.
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2019 | Conference Paper | LibreCat-ID: 8240
Dräxler, Sevil, and Holger Karl. “SPRING: Scaling, Placement, and Routing of Heterogeneous Services with Flexible Structures.” 5th IEEE International Conference on Network Softwarization (NetSoft) 2019.
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2019 | Conference Paper | LibreCat-ID: 8792 |

Peuster, Manuel, et al. “Prototyping and Demonstrating 5G Verticals: The Smart Manufacturing Case.” 5th IEEE International Conference on Network Softwarization (NetSoft 2019), 2019, doi:10.1109/NETSOFT.2019.8806685.
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2019 | Journal Article | LibreCat-ID: 8795 |

Peuster, Manuel, et al. “A Flow Handover Protocol to Support State Migration in Softwarized Networks.” International Journal of Network Management, e2067, 2019, doi:10.1002/nem.2067.
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2019 | Conference Paper | LibreCat-ID: 8866
Jansen, Klaus, et al. “Scheduling on (Un-)Related Machines with Setup Times.” Proceedings of the 33rd IEEE International Parallel and Distributed Processing Symposium (IPDPS), IEEE, 2019, pp. 145–54.
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