Data Quality ETL System Architecture 
Dataconomy
JUNE 18, 2025
Techniques such as data mapping and the creation of mediated schemas help harmonize differing data formats, making integration smoother. Types of data integration methods There are several methods used for data integration, each suited for different scenarios.
phData
FEBRUARY 5, 2024
Setting up the Information Architecture Setting up an information architecture during migration to Snowflake poses challenges due to the need to align existing data structures, types, and sources with Snowflake’s multi-cluster, multi-tier architecture.
AWS Machine Learning Blog
NOVEMBER 12, 2024
Their data pipeline (as shown in the following architecture diagram) consists of ingestion, storage, ETL (extract, transform, and load), and a data governance layer. Multi-source data is initially received and stored in an Amazon Simple Storage Service (Amazon S3) data lake.
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