Lakehouse

External

• https://www.cidrdb.org/cidr2021/papers/cidr2021_paper17.pdf Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics by Michael Armbrust, Ali Ghodsi, Reynold Xin, Matei Zaharia

Internal

• Data Lake
• Data Warehouse
• Machine Learning

Overview

An architectural pattern used to implement access to data that is based on open direct-access data formats (such as Apache Parquet and ORC), has support for machine learning and data science and offers state-of-the-art performance. It is based on the concept of Data Lake.

Related Concepts

Data Warehouse. Schema-on-write. Business Intelligence (BI). Unstructured data. Data Lake. Schema-on-read. ETL, ELT, Machine Learning, data management, zero-copy cloning. DataFrame.

Implementations

• Apache Iceberg