ETL
The disruption of traditional extract, transform, and load (ETL) workloads has been one of the most notable impacts of big data platforms such as Hadoop, Spark, and NoSQL databases. With architectures like data lakes, organizations can shift to a load first approach, or extract, load, transform (ELT), accelerate ingest, and define schemas later.