Redis Stack for Application Modernization
eBook Details:
- Paperback: 336 pages
- Publisher: WOW! eBook (December 29, 2023)
- Language: English
- ISBN-10: 1837638187
- ISBN-13: 978-1837638185
eBook Description:
Redis Stack for Application Modernization: Discover the multi-model capabilities of Redis Stack as a document store and vector database, with support for time series, stream processing, probabilistic data structures, and more
In modern applications, efficiency in both operational and analytical aspects is paramount, demanding predictable performance across varied workloads. This book introduces you to Redis Stack, an extension of Redis and guides you through its broad data modeling capabilities. With practical examples of real-time queries and searches, you’ll explore Redis Stack’s new approach to providing a rich data modeling experience all within the same database server.
You’ll learn how to model and search your data in the JSON and hash data types and work with features such as vector similarity search, which adds semantic search capabilities to your applications to search for similar texts, images, or audio files. The book also shows you how to use the probabilistic Bloom filters to efficiently resolve recurrent big data problems. As you uncover the strengths of Redis Stack as a data platform, you’ll explore use cases for managing database events and leveraging introduce stream processing features. Finally, you’ll see how Redis Stack seamlessly integrates into microservices architectures, completing the picture.
- Get started with data modeling using JSON and hash documents, vectors, and time series
- Implement microservices patterns and resolve typical use cases
- Use probabilistic data structures to analyze datasets and streams
- Integrate Redis Stack into your Java, Python, C#, Golang, and Node.js projects
- Develop powerful data flows using triggers and stream processing features
- Manage your database server for scalability, high availability, and security
- Visualize and manage your data with RedisInsight
By the end of this Redis Stack for Application Modernization book, you’ll be equipped with best practices for administering and managing the server, ensuring scalability, high availability, data integrity, stored functions, and more.