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cs.DB2026

Zero-Scan Data Quality: Leveraging Table Format Metadata for Continuous Observability at Scale

Mohit Verma, Shantanu Rawat, Christian Bush +3

Modern table formats such as Apache Iceberg compute and store metadata-commit timestamps, record counts, and column-level statistics such as null counts and value bounds at write t…