Apache Spark is an open source framework for fast, in-memory data processing. It supports Scala, Java, Python and integrates with other technologies like SQL, streaming, and machine learning. Spark runs in a clustered environment on top of distributed file systems and can integrate with schedulers like YARN and Mesos. It can efficiently read from and write to a variety of data sources.