What's the Best Big Data Architecture for You?
summary
Claims that the Lakehouse removes the lake/warehouse duplication by keeping data in one place and adding transactional safety via layers like Delta Lake or Apache Iceberg and Hudi which appear since around 2020 and run on object stores, Databricks offers a one‑click-ish Azure setup in three or four clicks. Data Mesh shifts ownership into business domains treating data as data as a product, a costly org transformation. Practical AI additions include translate natural language to SQL, SQL‑dialect conversion for migrations, and automatic cluster and query tuning.
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chapters (12)
- 0:00Intro
- 2:27Agenda
- 3:48Why big data & big data architecture (BDA)?
- 6:56What is a BDA & its requirements?
- 10:19History of data architectures
- 13:00Different BDAs
- 13:22Moder data stack
- 20:42Data Lakehouse
- 27:51Data Mesh
- 34:40Future of BDA
- 42:15Summary: 4 things to remember
- 43:15Outro
