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How Meta discovers data flows via lineage at scale

  • Data lineage is a fundamental part of Meta’s Privacy Aware Infrastructure (PAI) initiative
  • Meta developed various techniques to collect data flow signals across different technology stacks
  • PAI offers efficient and reliable first-class privacy constructs embedded in Meta infrastructure
  • Data lineage refers to the process of tracing the journey of data as it moves through various systems
  • Meta has developed privacy controls to protect privacy requirements for religion data
  • Data lineage is crucial for implementing Policy Zones
  • Meta's data lineage can be used for security and integrity as well
  • The iterative tooling helped to guide engineers in discovering relevant data flows, reducing engineering efforts by orders of magnitude
  • Meta aims to expand coverage, improve consumption experience, and explore new frontiers of data lineage
  • Data lineage is a vital component of Meta’s PAI initiative, creating a more transparent and accountable data ecosystem

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