Big Data in HEP: A comprehensive use case study. - Oliver Gutsche; Matteo Cremonesi; Peter Elmer; Bo Jayatilaka; Jim Kowalkowski; Jim Pivarski; Saba Sehrish; Cristina Mantilla Suarez; Alexey Svyatkovskiy; Nhan Tran (CoRR, 2017)

CMS Analysis and Data Reduction with Apache Spark. - Oliver Gutsche; Luca Canali; Illia Cremer; Matteo Cremonesi; Peter Elmer; Ian Fisk; Maria Girone; Bo Jayatilaka; Jim Kowalkowski; Viktor Khristenko; Evangelos Motesnitsalis; Jim Pivarski; et al. (CoRR, 2017)

Using Big Data Technologies for HEP Analysis. - Matteo Cremonesi; Claudio Bellini; Bianny Bian; Luca Canali; Vasileios Dimakopoulos; Peter Elmer; Ian Fisk; Maria Girone; Oliver Gutsche; Siew-Yan Hoh; Bo Jayatilaka; Viktor Khristenko; et al. (CoRR, 2019)

Coffea - Columnar Object Framework For Effective Analysis. - Nicholas Smith; Lindsey Gray; Matteo Cremonesi; Bo Jayatilaka; Oliver Gutsche; Allison Hall; Kevin Pedro; Maria Acosta Flechas; Andrew Melo; Stefano Belforte; Jim Pivarski (CoRR, 2020)

Building Machine Learning Challenges for Anomaly Detection in Science. - Elizabeth G. Campolongo; Yuan-Tang Chou; Ekaterina Govorkova; Wahid Bhimji; Wei-Lun Chao; Chris Harris; Shih-Chieh Hsu; Hilmar Lapp; Mark S. Neubauer; Josephine M. Namayanja; Aneesh Subramanian; Philip C. Harris; et al. (CoRR, 2025)