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@article{DBLP:journals/ijisec/PrantlHEIBKBSFK24,
  author       = {Thomas Prantl and
                  Lukas Horn and
                  Simon Engel and
                  Lukas Iffl{\"{a}}nder and
                  Lukas Beierlieb and
                  Christian Krupitzer and
                  Andr{\'{e}} Bauer and
                  Mansi Sakarvadia and
                  Ian T. Foster and
                  Samuel Kounev},
  title        = {De Bello Homomorphico: Investigation of the extensibility of the OpenFHE
                  library with basic mathematical functions by means of common approaches
                  using the example of the {CKKS} cryptosystem},
  journal      = {Int. J. Inf. Sec.},
  volume       = {23},
  number       = {2},
  pages        = {1149--1169},
  year         = {2024},
  url          = {https://doi.org/10.1007/s10207-023-00781-0},
  doi          = {10.1007/S10207-023-00781-0},
  timestamp    = {Sat, 08 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijisec/PrantlHEIBKBSFK24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2402-03480,
  author       = {Nathaniel Hudson and
                  J. Gregory Pauloski and
                  Matt Baughman and
                  Alok Kamatar and
                  Mansi Sakarvadia and
                  Logan T. Ward and
                  Ryan Chard and
                  Andr{\'{e}} Bauer and
                  Maksim Levental and
                  Wenyi Wang and
                  Will Engler and
                  Owen Price Skelly and
                  Ben Blaiszik and
                  Rick Stevens and
                  Kyle Chard and
                  Ian T. Foster},
  title        = {Trillion Parameter {AI} Serving Infrastructure for Scientific Discovery:
                  {A} Survey and Vision},
  journal      = {CoRR},
  volume       = {abs/2402.03480},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.03480},
  doi          = {10.48550/ARXIV.2402.03480},
  eprinttype    = {arXiv},
  eprint       = {2402.03480},
  timestamp    = {Mon, 12 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-03480.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bdc/HudsonPBKSWC0LW23,
  author       = {Nathaniel Hudson and
                  J. Gregory Pauloski and
                  Matt Baughman and
                  Alok Kamatar and
                  Mansi Sakarvadia and
                  Logan T. Ward and
                  Ryan Chard and
                  Andr{\'{e}} Bauer and
                  Maksim Levental and
                  Wenyi Wang and
                  Will Engler and
                  Owen Price Skelly and
                  Ben Blaiszik and
                  Rick Stevens and
                  Kyle Chard and
                  Ian T. Foster},
  title        = {Trillion Parameter {AI} Serving Infrastructure for Scientific Discovery:
                  {A} Survey and Vision},
  booktitle    = {Proceedings of the {IEEE/ACM} 10th International Conference on Big
                  Data Computing, Applications and Technologies, {BDCAT} 2023, Taormina
                  (Messina), Italy, December 4-7, 2023},
  pages        = {15:1--15:10},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3632366.3632396},
  doi          = {10.1145/3632366.3632396},
  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bdc/HudsonPBKSWC0LW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/blackboxnlp/SakarvadiaAKGHBCF23,
  author       = {Mansi Sakarvadia and
                  Aswathy Ajith and
                  Arham Khan and
                  Daniel Grzenda and
                  Nathaniel Hudson and
                  Andr{\'{e}} Bauer and
                  Kyle Chard and
                  Ian T. Foster},
  editor       = {Yonatan Belinkov and
                  Sophie Hao and
                  Jaap Jumelet and
                  Najoung Kim and
                  Arya McCarthy and
                  Hosein Mohebbi},
  title        = {Memory Injections: Correcting Multi-Hop Reasoning Failures During
                  Inference in Transformer-Based Language Models},
  booktitle    = {Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting
                  Neural Networks for NLP, BlackboxNLP@EMNLP 2023, Singapore, December
                  7, 2023},
  pages        = {342--356},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.blackboxnlp-1.26},
  doi          = {10.18653/V1/2023.BLACKBOXNLP-1.26},
  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/blackboxnlp/SakarvadiaAKGHBCF23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eScience/KamatarSHCF23,
  author       = {Alok Kamatar and
                  Mansi Sakarvadia and
                  Val{\'{e}}rie Hayot{-}Sasson and
                  Kyle Chard and
                  Ian T. Foster},
  title        = {Lazy Python Dependency Management in Large-Scale Systems},
  booktitle    = {19th {IEEE} International Conference on e-Science, e-Science 2023,
                  Limassol, Cyprus, October 9-13, 2023},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/e-Science58273.2023.10254910},
  doi          = {10.1109/E-SCIENCE58273.2023.10254910},
  timestamp    = {Fri, 29 Sep 2023 13:35:31 +0200},
  biburl       = {https://dblp.org/rec/conf/eScience/KamatarSHCF23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2309-05605,
  author       = {Mansi Sakarvadia and
                  Aswathy Ajith and
                  Arham Khan and
                  Daniel Grzenda and
                  Nathaniel Hudson and
                  Andr{\'{e}} Bauer and
                  Kyle Chard and
                  Ian T. Foster},
  title        = {Memory Injections: Correcting Multi-Hop Reasoning Failures during
                  Inference in Transformer-Based Language Models},
  journal      = {CoRR},
  volume       = {abs/2309.05605},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.05605},
  doi          = {10.48550/ARXIV.2309.05605},
  eprinttype    = {arXiv},
  eprint       = {2309.05605},
  timestamp    = {Fri, 15 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-05605.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2310-16270,
  author       = {Mansi Sakarvadia and
                  Arham Khan and
                  Aswathy Ajith and
                  Daniel Grzenda and
                  Nathaniel Hudson and
                  Andr{\'{e}} Bauer and
                  Kyle Chard and
                  Ian T. Foster},
  title        = {Attention Lens: {A} Tool for Mechanistically Interpreting the Attention
                  Head Information Retrieval Mechanism},
  journal      = {CoRR},
  volume       = {abs/2310.16270},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.16270},
  doi          = {10.48550/ARXIV.2310.16270},
  eprinttype    = {arXiv},
  eprint       = {2310.16270},
  timestamp    = {Tue, 31 Oct 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-16270.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}