Data Lakehouse

7 items tagged with "data-lakehouse"

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Best Practices1

Data Lakehouse Architecture

An architecture that combines the low-cost, open storage of a data lake with the transactions, schema, and performance of a data warehouse using open table formats.

Patterns2

Pattern

Medallion Architecture

A lakehouse data-organization pattern that refines data through bronze (raw), silver (cleaned), and gold (curated) layers for progressive quality and reuse.

Pattern

Data Lakehouse

A data architecture that adds warehouse-style ACID tables, schema, and governance directly on low-cost data-lake storage, unifying analytics and ML on one platform.

Reference Architectures4

Reference Architecture

Lakehouse on Databricks

A unified lakehouse on Databricks combining Delta Lake storage, Unity Catalog governance, and SQL plus ML compute on AWS.

Reference Architecture

Medallion Lakehouse on Azure

A bronze-silver-gold medallion lakehouse on Azure with Data Lake Storage, Delta tables, and Synapse for serving.

Reference Architecture

Streaming Lakehouse with Flink and Iceberg

A streaming lakehouse on AWS where Apache Flink writes continuously into Apache Iceberg tables for unified streaming and batch analytics.

Reference Architecture

Open Table Format Analytics with Iceberg and Trino

A vendor-neutral analytics platform using Apache Iceberg tables on object storage queried by Trino across multiple clouds.