Question: what is the difference between data collection and data ingestion?
Answer: In our data warehousing/Hadoop approach we ingest data from the sources systems and incorporate it into our data warehouse/Hadoop structure. So in this model, data integration is the integration of data from multiple sources. Data ingestion is the process of ingesting data from one system into another.