The ________ framework is used for machine learning and interactive data analysis over large data sets.

The Spark framework is commonly used for machine learning and interactive data analysis over large datasets. While Hadoop is a distributed storage and processing framework, Spark provides a more flexible and efficient alternative for certain data processing tasks. Flink and Storm are also frameworks used in distributed data processing.