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Amazon DynamoDB - The Definitive Guide
Amazon DynamoDB - The Definitive Guide

Amazon DynamoDB - The Definitive Guide: Explore enterprise-ready, serverless NoSQL with predictable, scalable performance

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AU$44.98 AU$49.99
eBook Aug 2024 414 pages 1st Edition
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AU$44.98 AU$49.99
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AU$61.99
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Renews at AU$24.99p/m
Arrow left icon
Profile Icon Dhingra Profile Icon Mackay
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AU$44.98 AU$49.99
eBook Aug 2024 414 pages 1st Edition
eBook
AU$44.98 AU$49.99
Paperback
AU$61.99
Subscription
Free Trial
Renews at AU$24.99p/m
eBook
AU$44.98 AU$49.99
Paperback
AU$61.99
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Renews at AU$24.99p/m

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Amazon DynamoDB - The Definitive Guide

Amazon DynamoDB in Action

Amazon DynamoDB is a fully-managed NoSQL database service from Amazon Web Services (AWS). It offers single-digit millisecond performance and virtually unlimited data storage, and it can easily be tuned to support any throughput required for your workload, at any scale. Since its launch in January 2012, DynamoDB has come a remarkably long way and consistently evolves to support additional features, enabling more businesses and enterprises to leverage the scale of this NoSQL offering.

Welcome to the first chapter of Amazon DynamoDB – The Definitive Guide, where Mike and I, Aman, dive into all things NoSQL, focusing on DynamoDB. We’ll explore its backstory, how it can supercharge your applications, and how it frees you from the hassles of managing clusters and instances. Learning NoSQL and DynamoDB isn’t too tough, but our aim with this book is to share everything we’ve learned to make your journey smoother. That’s why we’ve titled it The Definitive Guide – it’s your go-to resource for mastering DynamoDB.

The book is for those of you who are in roles such as software architects, developers, engineering managers, data engineers, product owners, or traditional database administrators. The book itself will provide you with all the skills and knowledge needed to make the most of DynamoDB for your application. This means benefiting from predictable performance at scale, while also being highly available, fault-tolerant, and requiring minimal ongoing management. I could continue listing the service’s benefits and why you should choose it for your applications, but it might be more valuable if you read through examples and success stories of other customers later in this chapter. Before we get started, let’s learn about Mike’s relationship with DynamoDB, in his own words.

My (Mike) journey into the world of DynamoDB has been a tale of two paths. The first path was to overall enlightenment, which was not as simple as I thought it might be – and that is what in part has led to this book. I wanted to share my knowledge, the way I approached data modeling, and how I had to unlearn some core concepts from the relational database world that then gave me that lightbulb moment when working with DynamoDB.

The second path was knowing where DynamoDB fits in my toolset, how to take advantage of the astonishing number of features that come baked into the service, and lastly, knowing when not to try and make workloads fit when there are more practical technologies out there. While DynamoDB can work for the majority of your database workloads, we need to be realistic and understand what it is not suited for, and that is where being armed with the right knowledge lets us make better, informed decisions about our database choices.

In this chapter, we will dive into DynamoDB’s position in today’s database market and trace its evolution in time. Subsequently, we will explore real-world use cases showcasing the impressive scale and volume regularly achieved by DynamoDB, demonstrating its battle-hardened capabilities beyond routine customer traffic.

We will then evaluate which workloads DynamoDB is suited for and how it can easily become one of the most used tools in your set of database technologies once you qualify DynamoDB as the right fit for the use case. There are many additional database technologies that do their own job extremely well, so knowing when to offload duties to the right technology is key in our decision making.

By the end of this chapter, you will have enough background knowledge and plenty of excitement to start setting up a working environment and looking at some useful tools we can leverage in preparation for getting hands-on with DynamoDB.

In this chapter, we will cover the following topics:

  • NoSQL and DynamoDB in the current database market
  • DynamoDB case studies
  • Workloads not suited for DynamoDB
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Key benefits

  • Discover how DynamoDB works behind the scenes to make the most of its features
  • Learn how to keep latency and costs minimal even when scaling up
  • Integrate DynamoDB with other AWS services to create a full data analytics system
  • Purchase of the print or Kindle book includes a free PDF eBook

Description

This book will help you master Amazon DynamoDB, the fully managed, serverless, NoSQL database service designed for high performance at any scale. Authored by Aman Dhingra, senior DynamoDB specialist solutions architect at AWS, and Mike Mackay, former senior NoSQL specialist solutions architect at AWS, this guide draws on their expertise to equip you with the knowledge and skills needed to harness DynamoDB's full potential. This book not only introduces you to DynamoDB's core features and real-world applications, but also provides in-depth guidance on transitioning from traditional relational databases to the NoSQL world. You'll learn essential data modeling techniques, such as vertical partitioning, and explore the nuances of DynamoDB's indexing capabilities, capacity modes, and consistency models. The chapters also help you gain a solid understanding of advanced topics such as enhanced analytical patterns, implementing caching with DynamoDB Accelerator (DAX), and integrating DynamoDB with other AWS services to optimize your data strategies. By the end of this book, you’ll be able to design, build, and deliver low-latency, high-throughput DynamoDB solutions, driving new levels of efficiency and performance for your applications.

Who is this book for?

This book is for software architects designing scalable systems, developers optimizing performance with DynamoDB, and engineering managers guiding decision-making. Data engineers will learn to integrate DynamoDB into workflows, while product owners will explore its innovative capabilities. DBAs transitioning to NoSQL will find valuable insights on DynamoDB and RDBMS integration. Basic knowledge of software engineering, Python, and cloud computing is helpful. Hands-on AWS or DynamoDB experience is beneficial but not required.

What you will learn

  • Master key-value data modeling in DynamoDB for efficiency
  • Transition from RDBMSs to NoSQL with optimized strategies
  • Implement read consistency and ACID transactions effectively
  • Explore vertical partitioning for specific data access patterns
  • Optimize data retrieval using secondary indexes in DynamoDB
  • Manage capacity modes, backup strategies, and core components
  • Enhance DynamoDB with caching, analytics, and global tables
  • Evaluate and design your DynamoDB migration strategy

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Publication date : Aug 30, 2024
Length: 414 pages
Edition : 1st
Language : English
ISBN-13 : 9781803248325
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Publication date : Aug 30, 2024
Length: 414 pages
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Language : English
ISBN-13 : 9781803248325
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Table of Contents

23 Chapters
Part 1:Introduction and Setup Chevron down icon Chevron up icon
Chapter 1: Amazon DynamoDB in Action Chevron down icon Chevron up icon
Chapter 2: The AWS Management Console and SDKs Chevron down icon Chevron up icon
Chapter 3: NoSQL Workbench for DynamoDB Chevron down icon Chevron up icon
Part 2: Core Data Modeling Chevron down icon Chevron up icon
Chapter 4: Simple Key-Value Chevron down icon Chevron up icon
Chapter 5: Moving from a Relational Mindset Chevron down icon Chevron up icon
Chapter 6: Read Consistency, Operations, and Transactions Chevron down icon Chevron up icon
Chapter 7: Vertical Partitioning Chevron down icon Chevron up icon
Chapter 8: Secondary Indexes Chevron down icon Chevron up icon
Part 3: Table Management and Internal Architecture Chevron down icon Chevron up icon
Chapter 9: Capacity Modes and Table Classes Chevron down icon Chevron up icon
Chapter 10: Request Routers, Storage Nodes, and Other Core Components Chevron down icon Chevron up icon
Part 4: Advanced Data Management and Caching Chevron down icon Chevron up icon
Chapter 11: Backup, Restore, and More Chevron down icon Chevron up icon
Chapter 12: Streams and TTL Chevron down icon Chevron up icon
Chapter 13: Global Tables Chevron down icon Chevron up icon
Chapter 14: DynamoDB Accelerator (DAX) and Caching with DynamoDB Chevron down icon Chevron up icon
Part 5: Analytical Use Cases and Migrations Chevron down icon Chevron up icon
Chapter 15: Enhanced Analytical Patterns Chevron down icon Chevron up icon
Chapter 16: Migrations Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon
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