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Redis Stack for Application Modernization

Redis Stack for Application Modernization

By : Luigi Fugaro, Ortensi
5 (2)
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Redis Stack for Application Modernization

Redis Stack for Application Modernization

5 (2)
By: Luigi Fugaro, Ortensi

Overview of this book

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.
Table of Contents (18 chapters)
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1
Part 1: Introduction to Redis Stack
6
Part 2: Data Modeling
11
Part 3: From Development to Production

Preparing for production with Redis Enterprise

As we’ve observed, Redis Stack is ideal for local development environments. However, when the application needs to intersect with architectural and infrastructural requirements, it’s prudent to adopt an enterprise-grade Redis solution—specifically, Redis Enterprise. From an application perspective, the libraries and frameworks supported by Redis remain consistent. But what are the distinctions between Redis Stack and Redis Enterprise?

The differences are manifold, some being quite apparent, while others are subtler. They range from TCO, multitenancy support, HA, scalability, security, and performance to monitoring.

In the following sections, we will delve into these aspects to comprehend the added value that Redis Enterprise brings to such contexts. Before doing so, let us first explore Redis Enterprise from an architectural standpoint.

Redis Enterprise architecture

Redis Enterprise is built on a shared...

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