The 2025 & 2026 Ultimate Guide to the Data Lakehouse and the Data Lakehouse Ecosystem
Read OriginalThis detailed article explores the evolution from data warehouses and lakes to the modern data lakehouse. It explains core challenges, compares next-gen table formats (Apache Iceberg, Delta Lake, Hudi, Paimon), and outlines the five-layer implementation architecture. The guide also covers ingestion, streaming, catalogs, optimization, and emerging tools for AI and graph workloads within the lakehouse ecosystem.
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