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@inproceedings{DBLP:conf/eurosys/Abdelmoniem0PC22,
  author       = {Ahmed M. Abdelmoniem and
                  Chen{-}Yu Ho and
                  Pantelis Papageorgiou and
                  Marco Canini},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Empirical analysis of federated learning in heterogeneous environments},
  booktitle    = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  pages        = {1--9},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207.3526969},
  doi          = {10.1145/3517207.3526969},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eurosys/Abdelmoniem0PC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/AlabedY22,
  author       = {Sami Alabed and
                  Eiko Yoneki},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {BoGraph: structured bayesian optimization from logs for expensive
                  systems with many parameters},
  booktitle    = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  pages        = {45--53},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207.3526977},
  doi          = {10.1145/3517207.3526977},
  timestamp    = {Mon, 11 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/AlabedY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/ApostoloBNBW22,
  author       = {Guilherme H. Apostolo and
                  Pablo Bauszat and
                  Vinod Nigade and
                  Henri E. Bal and
                  Lin Wang},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Live video analytics as a service},
  booktitle    = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  pages        = {37--44},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207.3526973},
  doi          = {10.1145/3517207.3526973},
  timestamp    = {Mon, 02 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/ApostoloBNBW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/ChenSCHTTLLLJHH22,
  author       = {Kai{-}Hsun Chen and
                  Huan{-}Ping Su and
                  Wei{-}Chiu Chuang and
                  Hung{-}Chang Hsiao and
                  Wangda Tan and
                  Zhankun Tang and
                  Xun Liu and
                  Yanbo Liang and
                  Wen{-}Chih Lo and
                  Wanqiang Ji and
                  Byron Hsu and
                  Keqiu Hu and
                  HuiYang Jian and
                  Quan Zhou and
                  Chien{-}Min Wang},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Apache submarine: a unified machine learning platform made simple},
  booktitle    = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  pages        = {101--108},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207.3526984},
  doi          = {10.1145/3517207.3526984},
  timestamp    = {Mon, 11 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/ChenSCHTTLLLJHH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/GuoW22,
  author       = {Yibo Guo and
                  An Wang},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {dSyncPS: delayed synchronization for dynamic deployment of distributed
                  machine learning},
  booktitle    = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  pages        = {79--86},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207.3526981},
  doi          = {10.1145/3517207.3526981},
  timestamp    = {Fri, 13 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/GuoW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/QiuMPWFKBI22,
  author       = {Haoran Qiu and
                  Weichao Mao and
                  Archit Patke and
                  Chen Wang and
                  Hubertus Franke and
                  Zbigniew T. Kalbarczyk and
                  Tamer Basar and
                  Ravishankar K. Iyer},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Reinforcement learning for resource management in multi-tenant serverless
                  platforms},
  booktitle    = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  pages        = {20--28},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207.3526971},
  doi          = {10.1145/3517207.3526971},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eurosys/QiuMPWFKBI22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/SabihHT22,
  author       = {Muhammad Sabih and
                  Frank Hannig and
                  J{\"{u}}rgen Teich},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {DyFiP: explainable AI-based dynamic filter pruning of convolutional
                  neural networks},
  booktitle    = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  pages        = {109--115},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207.3526982},
  doi          = {10.1145/3517207.3526982},
  timestamp    = {Mon, 11 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/SabihHT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/SanvitoSSGB22,
  author       = {Davide Sanvito and
                  Giuseppe Siracusano and
                  Sharan Santhanam and
                  Roberto Gonzalez and
                  Roberto Bifulco},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {syslrn: learning what to monitor for efficient anomaly detection},
  booktitle    = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  pages        = {64--71},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207.3526979},
  doi          = {10.1145/3517207.3526979},
  timestamp    = {Mon, 11 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/SanvitoSSGB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/Sheikh0RL22,
  author       = {Nasrullah Sheikh and
                  Xiao Qin and
                  Berthold Reinwald and
                  Chuan Lei},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Scaling knowledge graph embedding models for link prediction},
  booktitle    = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  pages        = {87--94},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207.3526974},
  doi          = {10.1145/3517207.3526974},
  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eurosys/Sheikh0RL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/ShiR22,
  author       = {Hongrui Shi and
                  Valentin Radu},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Data selection for efficient model update in federated learning},
  booktitle    = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  pages        = {72--78},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207.3526980},
  doi          = {10.1145/3517207.3526980},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/ShiR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/SvobodaFLL22,
  author       = {Filip Svoboda and
                  Javier Fern{\'{a}}ndez{-}Marqu{\'{e}}s and
                  Edgar Liberis and
                  Nicholas D. Lane},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Deep learning on microcontrollers: a study on deployment costs and
                  challenges},
  booktitle    = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  pages        = {54--63},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207.3526978},
  doi          = {10.1145/3517207.3526978},
  timestamp    = {Mon, 11 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/SvobodaFLL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/ThomasW022,
  author       = {Deepak{-}George Thomas and
                  Tichakorn Wongpiromsarn and
                  Ali Jannesari},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Temporal shift reinforcement learning},
  booktitle    = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  pages        = {95--100},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207.3526968},
  doi          = {10.1145/3517207.3526968},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/ThomasW022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/VargaftikB22,
  author       = {Shay Vargaftik and
                  Yaniv Ben{-}Itzhak},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Efficient multiclass classification with duet},
  booktitle    = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  pages        = {10--19},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207.3526970},
  doi          = {10.1145/3517207.3526970},
  timestamp    = {Mon, 11 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/VargaftikB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/ZhouLLWC22,
  author       = {Mengying Zhou and
                  Zheng Li and
                  Shihan Lin and
                  Xin Wang and
                  Yang Chen},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {FlexHTTP: an intelligent and scalable {HTTP} version selection system},
  booktitle    = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  pages        = {29--36},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207.3526972},
  doi          = {10.1145/3517207.3526972},
  timestamp    = {Thu, 16 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eurosys/ZhouLLWC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/eurosys/2022ml,
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine
                  Learning and Systems, Rennes, France, April 5 - 8, 2022},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3517207},
  doi          = {10.1145/3517207},
  isbn         = {978-1-4503-9254-9},
  timestamp    = {Thu, 14 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/2022ml.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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