Davies Liu

SparkR: Scaling R Programs with Spark

Reynold Xin, Ali Ghodsi, Ion Stoica, 2016, SIGMOD Conference.

MLlib: Machine Learning in Apache Spark

Ameet Talwalkar, Joseph K. Bradley, Reynold Xin, 2015, J. Mach. Learn. Res..

Spark SQL: Relational Data Processing in Spark

Joseph K. Bradley, Reynold Xin, Ali Ghodsi, 2015, SIGMOD Conference.

Spark SQL Resilient Distributed Datasets Spark JDBC Console User Programs ( Java , Scala , Python ) Catalyst Optimizer DataFrame API

M. Zaharia, M. Franklin, Michael Armbrust, 2015 .