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Oct 5, 2026 · Databases

From Backup to Real-Time: Automating Data Recovery at 10M QPS

This article traces the evolution of data recovery from manual backup restoration through log replay to automated replica switching, explaining RPO/RTO trade-offs, and details how 10M QPS systems implement shard-level automatic rebuild with throttling, verification, and continuous recovery as a runtime capability.