Big Data Technology & Architecture

Dec 12, 2024 · Big Data

Understanding Time Travel and Snapshot Retention in Lake Frameworks (Hudi & Paimon)

This article explains how lake frameworks like Hudi and Paimon implement Time Travel by recording older data versions, the snapshot retention policies that limit historical data access, and practical recommendations for managing snapshots and consumption patterns to reduce storage costs in large‑scale data warehouses.