Bibliography

ADS+20

Michael Armbrust, Tathagata Das, Liwen Sun, Burak Yavuz, Shixiong Zhu, Mukul Murthy, Joseph Torres, Herman van Hovell, Adrian Ionescu, Alicja Łuszczak, and others. Delta lake: high-performance ACID table storage over cloud object stores. Proceedings of the VLDB Endowment, 13(12):3411–3424, 2020. Publisher: VLDB Endowment. URL: https://databricks.com/wp-content/uploads/2020/08/p975-armbrust.pdf.

Gro21

Christoph Groeger. There Is No AI Without Data. Communications of the ACM, 64(11):98–108, 2021. URL: https://cacm.acm.org/magazines/2021/11/256400-there-is-no-ai-without-data/fulltext.

KKWZ15

Holden Karau, Andy Konwinski, Patrick Wendell, and Matei Zaharia. Learning spark: lightning-fast big data analysis. O'Reilly Media, Inc., 2015.

SKS21

Khalid Salama, Jarek Kazmiercczak, and Donna Schut. Practitioners guide to MLOps: A framework for continuous delivery and automation of machine learning. 2021. URL: https://cloud.google.com/resources/mlops-whitepaper.