Both Spark and Hadoop have access to support for Kerberos authentication, but Hadoop has more fine-grained security controls for HDFS.

=== Methodology ===

Hadoop and Spark clusters can be deployed in cloud environments such as the Google Cloud Platform or Amazon EMR.