One of the AMP Lab’s goals is to bring interactive performance, similar to that available in smaller-scale databases, to Big Data systems, while retaining the flexibility and scalability that makes them compelling. To this end, we have developed Shark, a large-scale data warehouse system for Spark designed to be compatible with Apache Hive. Our new tech report, Shark: SQL and Rich Analytics at Sca