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Redis Stack for Application Modernization: Build real-time multi-model applications at any scale with Redis

Redis Stack for Application Modernization: Build real-time multi-model applications at any scale with Redis

Redis Stack for Application Modernization: Build real-time multi-model applications at any scale with Redis Paperback / softback - 2023

by Luigi Fugaro

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Paperback / softback. New. 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 Key Features Model, index, and search data using JSON and vector data types Modernize your applications with Vector Similarity Search, documents hybrid search, and more Configure a scalable, highly available, and secure server using RedisInsight Book DescriptionModern applications require efficient operational and analytical capabilities and must ensure predictable performance regardless of the workload. Redis is a de-facto standard caching system, with real-time response and flexible data types which fulfills the most different data modeling requirements. This book introduces you to Redis Stack, an extension of Redis presented in 2022, and it guides you through the multiple data modeling capabilities, together with examples to perform real-time queries and searches. Redis Stack represents a new approach to providing a rich data modeling experience all within the same database server. You will learn 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 application in order to search for similar texts, images, or audio files. You will understand how to use the probabilistic Bloom filters to efficiently resolve recurrent big data problems. Next, we dive into the strengths of Redis Stack as a data platform show use cases to manage database events, and introduce stream processing features. Scenarios to use Redis Stack in microservices architectures complete the picture. By the end of this book, you will be well-versed with best practices to administer and manage the server, scalability, high availability, data integrity, stored functions, and more.What you will learn Get started with data modeling using JSON and hash documents, vectors, and time series Implement microservices patterns and resolve typical use cases Use the probabilistic data structures to analyze datasets and stream Integrate Redis Stack in 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 Who this book is forThis book is for database administrators, database developers, software developers, and software architects who want to discover the powerful real-time, multi-model capabilities of the Redis Stack database. Basic understanding of Redis and databases in general and software development skills in at least one of the Java, Python, C#, Golang, or JavaScript languages. is expected.
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Details

  • Title Redis Stack for Application Modernization: Build real-time multi-model applications at any scale with Redis
  • Author Luigi Fugaro
  • Binding Paperback
  • Condition New
  • Pages 336
  • Volumes 1
  • Language ENG
  • Publisher Packt Publishing
  • Publication date 2023-12-29
  • Bookseller's Inventory # B9781837638185
  • ISBN 9781837638185 / 1837638187
  • Weight 1.27 lbs (0.58 kg)
  • Dimensions 9.25 x 7.5 x 0.7 in (23.50 x 19.05 x 1.78 cm)
  • Category Computers - Data Base Management
  • Quantity available 10

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From the publisher

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

Key Features
  • Model, index, and search data using JSON and vector data types
  • Modernize your applications with vector similarity search, documents hybrid search, and more
  • Configure a scalable, highly available, and secure server using RedisInsight
  • Purchase of the print or Kindle book includes a free PDF eBook
Book Description

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.

By the end of this book, you'll be equipped with best practices for administering and managing the server, ensuring scalability, high availability, data integrity, stored functions, and more.

What you will learn
  • 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
Who this book is for

This book is for database administrators, database developers, software developers, and software architects who want to discover the powerful real-time, multi-model capabilities of the Redis Stack database. A basic understanding of Redis and databases in general, coupled with software development skills in at least one of Java, Python, C#, Golang, or JavaScript languages will help you understand the concepts covered in this book.

Table of Contents
  1. Introducing Redis Stack
  2. Resolving Use Cases with Redis Stack
  3. Getting Started with Redis Stack
  4. Setting Up Client Libraries
  5. Redis Stack as a document store
  6. Redis Stack as a vector database
  7. Redis Stack as a time series database
  8. Understanding Probabilistic Data Structures
  9. Programmability of Redis Stack
  10. RedisInsight: the Data Management GUI
  11. Using Redis Stack as a primary database
  12. Managing development and production environments

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