- Matter, Ulrich. Big data analytics: a guide to data science practitioners making the transition to big data. CRC Press, 2023.
- Wickham, Hadley, Mine Çetinkaya-Rundel, and Garrett Grolemund. R for data science. O’Reilly Media, 2023.
- Luraschi, Javier, Kevin Kuo, and Edgar Ruiz. Mastering Spark with R: the complete guide to large-scale analysis and modeling. O’Reilly Media, 2019.
- 刘艺非. R语言高效能实战:更多数据和更快速度. 人民邮电出版社, 2022.
- Larger-Than-Memory Data Workflows with Apache Arrow
- Apache Arrow R Cookbook
- R interface to Apache Spark
- An Introduction to Polars from R
- tidypolars
- fastverse