In this work we present a brief introduction to data warehouse,followed by the most relevant topics in the last years. First shown Knowledge warehouse, which is a data warehouse for data sources formatted or unformatted, later we present Data warehouse Federation, It focuses to interconnect different systems established by access rules, after we present Near Real Time – ETL which aims to update the stores quickly and close to online systems, later DW quality and finally QuiDA Architecture