Hadoop Spark Big data Data warehouse How Hadoop and Spark Are Transforming Data Warehousing Traditional data warehouses cannot handle big data. Hadoop, Spark, Impala, Parquet and SQL on Hadoop will play big role in data warehouse modernization. The nature of data that enterprises have been dealing with