Practical Lakehouse Architecture: Designing and...

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Practical Lakehouse Architecture:...

Practical Lakehouse Architecture: Designing and Implementing Modern Data Platforms at Scale

Gaurav Ashok Thalpati

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This concise yet comprehensive guide explains how to adopt a data lakehouse architecture to implement modern data platforms. It reviews the design considerations, challenges, and best practices for implementing a lakehouse and provides key insights into the ways that using a lakehouse can impact your data platform, from managing structured and unstructured data and supporting BI and AI/ML use cases to enabling more rigorous data governance and security measures.

Practical Lakehouse Architecture shows you how to:

Understand key lakehouse concepts and features like transaction support, time travel, and schema evolution

Understand the differences between traditional and lakehouse data architectures

Differentiate between various file formats and table formats

Design lakehouse architecture layers for storage, compute, metadata management, and data consumption

Implement data governance and data security within the...

類別:

Computers - Computer Graphics & Design

年:

2025

出版商:

O'Reilly Media