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Oct 12, 2022 · Big Data

How to Build a Scalable Real‑Time & Offline Data Consistency Platform for Billions of Records

This article details the design and implementation of a high‑performance data‑consistency verification platform that supports both real‑time and 10‑minute offline checks on tens of billions of records, covering background challenges, system architecture, processing pipelines, RocksDB integration, performance results, and practical lessons learned.