Database Internals: A Deep Dive into How Distributed Data Systems Work

· "O'Reilly Media, Inc."
4.5
4 reviews
Ebook
376
Pages
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About this ebook

When it comes to choosing, using, and maintaining a database, understanding its internals is essential. But with so many distributed databases and tools available today, it’s often difficult to understand what each one offers and how they differ. With this practical guide, Alex Petrov guides developers through the concepts behind modern database and storage engine internals.

Throughout the book, you’ll explore relevant material gleaned from numerous books, papers, blog posts, and the source code of several open source databases. These resources are listed at the end of parts one and two. You’ll discover that the most significant distinctions among many modern databases reside in subsystems that determine how storage is organized and how data is distributed.

This book examines:

  • Storage engines: Explore storage classification and taxonomy, and dive into B-Tree-based and immutable Log Structured storage engines, with differences and use-cases for each
  • Storage building blocks: Learn how database files are organized to build efficient storage, using auxiliary data structures such as Page Cache, Buffer Pool and Write-Ahead Log
  • Distributed systems: Learn step-by-step how nodes and processes connect and build complex communication patterns
  • Database clusters: Which consistency models are commonly used by modern databases and how distributed storage systems achieve consistency

Ratings and reviews

4.5
4 reviews
Ottilie Thomas
October 15, 2024
This book is a must-read for anyone interested in understanding the inner workings of distributed data systems. The author does a fantastic job of breaking down complex concepts into understandable terms, making it accessible to both beginners and experienced database professionals. The book covers a wide range of topics, from storage engines and query processing to consistency models and distributed transactions.
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About the author

Alex is a data infrastructure engineer, database and storage systems enthusiast, Apache Cassandra committer and PMC member, interested in storage, distributed systems and algorithms.

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