Data Lakehouse Architecture - Databricks
The Databricks Data Intelligence Platform is built on lakehouse architecture, which combines the best elements of data lakes and data warehouses to help you reduce costs and deliver on your data and AI initiatives faster.
What is a Data Lakehouse? - Databricks
A data lakehouse is a new, open data management architecture that combines the flexibility, cost-efficiency, and scale of data lakes with the data management and ACID transactions of data warehouses, enabling business intelligence (BI) and machine learning (ML) on all data.
What Is a Lakehouse? | Databricks Blog
2020年1月30日 · The lakehouse is a new data management architecture that radically simplifies enterprise data infrastructure and accelerates innovation in an age when machine learning is poised to disrupt every industry.
What is a data lakehouse? | Databricks on AWS
What is a data lakehouse? A data lakehouse is a data management system that combines the benefits of data lakes and data warehouses. This article describes the lakehouse architectural pattern and what you can do with it on Databricks.
Introduction to the well-architected data lakehouse - Databricks
Understand the pros and cons of decisions you make when building the lakehouse. This framework provides architectural best practices for developing and operating a safe, reliable, efficient, and cost-effective lakehouse.
Lakehouse reference architectures (download) | Databricks on AWS
For DWH and BI use cases, the Databricks lakehouse provides Databricks SQL, the data warehouse powered by SQL warehouses, and serverless SQL warehouses. For machine learning, model serving is a scalable, real-time, enterprise-grade model serving capability hosted in the Databricks control plane.
How To Setup Your First Federated Lakehouse - Databricks
2023年12月22日 · Announced at the Data + AI Summit in June 2023, Lakehouse Federation in Databricks is a groundbreaking new capability that allows you to query data across external data sources - including Snowflake, Synapse, many others and even Databricks itself - without having to move or copy the data.
Data lakehouse architecture: Databricks well-architected …
2024年11月27日 · The well-architected lakehouse extends the Microsoft Azure Well-Architected Framework to the Databricks Data Intelligence Platform and shares the pillars “Operational Excellence,” “Security” (as “Security, privacy, and compliance”), “Reliability,” “Performance Efficiency,” and “Cost Optimization.”
What is a data lakehouse? - Azure Databricks | Microsoft Learn
2024年10月31日 · A data lakehouse is a data management system that combines the benefits of data lakes and data warehouses. This article describes the lakehouse architectural pattern and what you can do with it on Azure Databricks.
Data Lakehouses with Databricks — A Modern Approach to Data …
2023年9月20日 · In this article, we’ll look into the story behind data lakehouse architectures. We’ll also discuss the benefits of data lakehouses and how businesses can use them to improve their data...
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