Posts tagged "common-satellites"

• Data Vault Needs New Rules for Lakehouse

  August 25, 2026 · 5 min read

  Columnar storage, generated views, and AUTO CDC took over every load reason for Data Vault satellite splitting. What is left is business meaning.

  change-data-capturecommon-satellitesdata-vaultlakehousedatabricks

• The Lakehouse Ended One Satellite Per Source

  August 24, 2026 · 5 min read

  One satellite per source is a row-store habit. On Delta Lake width is cheap and joins are what you pay for: consolidate Data Vault satellites by meaning.

  common-satellitesdata-vaultlakehousedatabricksdata-modeling