citation.bib

@misc{fursin2024enabling,
      title={Enabling more efficient and cost-effective AI/ML systems with Collective Mind, virtualized MLOps, MLPerf, Collective Knowledge Playground and reproducible optimization tournaments}, 
      author={Grigori Fursin},
      year={2024},
      eprint={2406.16791},
      archivePrefix={arXiv},
      primaryClass={id='cs.LG' full_name='Machine Learning' is_active=True alt_name=None in_archive='cs' is_general=False description='Papers on all aspects of machine learning research (supervised, unsupervised, reinforcement learning, bandit problems, and so on) including also robustness, explanation, fairness, and methodology. cs.LG is also an appropriate primary category for applications of machine learning methods.'}
}

@article{doi:10.1098/rsta.2020.0211,
    author = {Fursin, Grigori},
    title = {Collective knowledge: organizing research projects as a database of reusable components and portable workflows with common interfaces},
    journal = {Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences},
    volume = {379},
    number = {2197},
    pages = {20200211},
    year = {2021},
    doi = {10.1098/rsta.2020.0211},
    URL = {https://royalsocietypublishing.org/doi/abs/10.1098/rsta.2020.0211},
    eprint = {https://royalsocietypublishing.org/doi/pdf/10.1098/rsta.2020.0211},
    howpublished = {https://doi.org/10.1098/rsta.2020.0211}
}

@misc{acm_rep_23_cm_keynote,
    author = {Fursin, Grigori},
    year = "2023",
    booktitle = "{Keynote at the 1st ACM conference on reproducibility and replicability (ACM REP'23)}",
    title = "Collective Mind: toward a common language to facilitate reproducible research and technology transfer",
    howpublished = {https://doi.org/10.5281/zenodo.8105339}
}