Data Integrity

Data integrity vs availability distinction; replication ≠ recoverability; failure mode matrix (cause × scope × rate); defence in depth: soft deletion / tiered backups / out-of-band validation; point-in-time recovery; continuously test restore; Gmail and Google Music case studies