AWS Big Data Blog
Author: Praful Kava
Build a Lake House Architecture on AWS
October 2022: This post was reviewed for accuracy. Organizations can gain deeper and richer insights when they bring together all their relevant data of all structures and types and from all sources to analyze. In order to analyze these vast amounts of data, they are taking all their data from various silos and aggregating all […]
AWS serverless data analytics pipeline reference architecture
May 2025: This post was reviewed and updated for accuracy. Onboarding new data or building new analytics pipelines in traditional analytics architectures typically requires extensive coordination across business, data engineering, and data science and analytics teams to first negotiate requirements, schema, infrastructure capacity needs, and workload management. For a large number of use cases today […]