Hadoop 3.0.0 includes several new features including enhanced high availability for HDFS NameNode, Java 8 as the minimum runtime version, HDFS erasure coding for improved read and write performance, and improvements to YARN Timeline Service for better scalability and usability. The Hadoop shell scripts were also rewritten to unify behavior and address bugs.