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@inproceedings{DBLP:conf/sigcomm/BoutabaSSCSJ21,
  author       = {Raouf Boutaba and
                  Nashid Shahriar and
                  Mohammad A. Salahuddin and
                  Shihabur Rahman Chowdhury and
                  Niloy Saha and
                  Alexander James},
  title        = {AI-driven Closed-loop Automation in 5G and beyond Mobile Networks},
  booktitle    = {FlexNets '21: Proceedings of the 4th FlexNets Workshop on Flexible
                  Networks Artificial Intelligence Supported Network Flexibility and
                  Agility, Virtual Event, USA, 23 August 2021},
  pages        = {1--6},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3472735.3474458},
  doi          = {10.1145/3472735.3474458},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigcomm/BoutabaSSCSJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigcomm/DuganHR21,
  author       = {Kevin Dugan and
                  Maher Harb and
                  Daniel Rice},
  title        = {A Reinforcement Learning Framework for Optimizing Throughput in {DOCSIS}
                  Networks},
  booktitle    = {FlexNets '21: Proceedings of the 4th FlexNets Workshop on Flexible
                  Networks Artificial Intelligence Supported Network Flexibility and
                  Agility, Virtual Event, USA, 23 August 2021},
  pages        = {50--55},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3472735.3473389},
  doi          = {10.1145/3472735.3473389},
  timestamp    = {Thu, 26 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigcomm/DuganHR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigcomm/FrohlichGN21,
  author       = {Piotr Fr{\"{o}}hlich and
                  Erol Gelenbe and
                  Mateusz Nowak},
  title        = {Reinforcement Learning and Energy-Aware Routing},
  booktitle    = {FlexNets '21: Proceedings of the 4th FlexNets Workshop on Flexible
                  Networks Artificial Intelligence Supported Network Flexibility and
                  Agility, Virtual Event, USA, 23 August 2021},
  pages        = {26--31},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3472735.3473390},
  doi          = {10.1145/3472735.3473390},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigcomm/FrohlichGN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigcomm/GottipatiSSC21,
  author       = {Aashish Gottipati and
                  Alex Stewart and
                  Jiawen Song and
                  Qianlang Chen},
  title        = {FedRAN: Federated Mobile Edge Computing with Differential Privacy},
  booktitle    = {FlexNets '21: Proceedings of the 4th FlexNets Workshop on Flexible
                  Networks Artificial Intelligence Supported Network Flexibility and
                  Agility, Virtual Event, USA, 23 August 2021},
  pages        = {14--19},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3472735.3473392},
  doi          = {10.1145/3472735.3473392},
  timestamp    = {Thu, 26 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigcomm/GottipatiSSC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigcomm/Ickin21,
  author       = {Selim Ickin},
  title        = {Recommending Changes on QoE Factors with Conditional Variational AutoEncoder},
  booktitle    = {FlexNets '21: Proceedings of the 4th FlexNets Workshop on Flexible
                  Networks Artificial Intelligence Supported Network Flexibility and
                  Agility, Virtual Event, USA, 23 August 2021},
  pages        = {20--25},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3472735.3473387},
  doi          = {10.1145/3472735.3473387},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigcomm/Ickin21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigcomm/LarssonRI21,
  author       = {Hannes Larsson and
                  Hassam Riaz and
                  Selim Ickin},
  title        = {Automated Collaborator Selection for Federated Learning with Multi-armed
                  Bandit Agents},
  booktitle    = {FlexNets '21: Proceedings of the 4th FlexNets Workshop on Flexible
                  Networks Artificial Intelligence Supported Network Flexibility and
                  Agility, Virtual Event, USA, 23 August 2021},
  pages        = {44--49},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3472735.3473388},
  doi          = {10.1145/3472735.3473388},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigcomm/LarssonRI21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigcomm/LiuCJASO0G21,
  author       = {Bingzhe Liu and
                  Kuan{-}Yen Chou and
                  Pramod Jamkhedkar and
                  Bilal Anwer and
                  Rakesh K. Sinha and
                  Kostas N. Oikonomou and
                  Matthew Caesar and
                  Brighten Godfrey},
  title        = {Practical Automation for Management Planes of Service Provider Infrastructure},
  booktitle    = {FlexNets '21: Proceedings of the 4th FlexNets Workshop on Flexible
                  Networks Artificial Intelligence Supported Network Flexibility and
                  Agility, Virtual Event, USA, 23 August 2021},
  pages        = {7--13},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3472735.3473391},
  doi          = {10.1145/3472735.3473391},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigcomm/LiuCJASO0G21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigcomm/ShahrakiATK21,
  author       = {Amin Shahraki and
                  Mahmoud Abbasi and
                  Amir Taherkordi and
                  Mohammed Kaosar},
  title        = {Internet Traffic Classification Using an Ensemble of Deep Convolutional
                  Neural Networks},
  booktitle    = {FlexNets '21: Proceedings of the 4th FlexNets Workshop on Flexible
                  Networks Artificial Intelligence Supported Network Flexibility and
                  Agility, Virtual Event, USA, 23 August 2021},
  pages        = {38--43},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3472735.3473386},
  doi          = {10.1145/3472735.3473386},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigcomm/ShahrakiATK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigcomm/ZhouC21,
  author       = {Boyang Zhou and
                  Liang Cheng},
  title        = {Mitigation of Scheduling Violations in Time-Sensitive Networking using
                  Deep Deterministic Policy Gradient},
  booktitle    = {FlexNets '21: Proceedings of the 4th FlexNets Workshop on Flexible
                  Networks Artificial Intelligence Supported Network Flexibility and
                  Agility, Virtual Event, USA, 23 August 2021},
  pages        = {32--37},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3472735.3473385},
  doi          = {10.1145/3472735.3473385},
  timestamp    = {Thu, 03 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigcomm/ZhouC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/sigcomm/2021flexnets,
  title        = {FlexNets '21: Proceedings of the 4th FlexNets Workshop on Flexible
                  Networks Artificial Intelligence Supported Network Flexibility and
                  Agility, Virtual Event, USA, 23 August 2021},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3472735},
  doi          = {10.1145/3472735},
  isbn         = {978-1-4503-8634-0},
  timestamp    = {Thu, 26 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigcomm/2021flexnets.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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