IMCS is In-Memory Columnar Store for PostgreSQL. Vertical data model is more efficient for analytic queries performing operations on entire column. IMCS provides 10-100 times improvement in performance comparing with standard SQL queries because of: data skipping: fetching only data needed for query execution parallel execution: using multiple threads to execute query vector operations: minimizing