Vitesse Deepgreen DB is a scalable MPP data warehouse solution derived from the open source Greenplum Database Project. While maintaining 100% compatibility with the open source GPDB project, Deepgreen DB has a next-genaration query processor enhanced with (1) better join and aggregation algorithms, (2) new subsystem to handle spills, and (3) advanced techniques that maximize CPU performance through JIT-compiled query execution, vectorized scans, and data-path optimization.