The Lambda Architecture (LA) is a pattern for a generic, scalable and fault-tolerant data processing architecture. It’s goals are:

  1. Fault-tolerant, both against hardware failures and human mistakes
  2. Low-latency reads and Updates
  3. Linearly scalable
  4. Scale out rather than up

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