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MongoDB Applied Design Patterns


Whether you’re building a social media site or an internal-use enterprise application, this hands-on guide shows you the connection between MongoDB and the business problems it’s designed to solve. You’ll learn how to apply MongoDB design patterns to several challenging domains, such as ecommerce, content management, and online gaming. Using Python and JavaScript code examples, you’ll discover how MongoDB lets you scale your data model while simplifying the development process.

Many businesses launch NoSQL databases without understanding the techniques for using their features most effectively. This book demonstrates the benefits of document embedding, polymorphic schemas, and other MongoDB patterns for tackling specific big data use cases, including:

  • Operational intelligence: Perform real-time analytics of business data
  • Ecommerce: Use MongoDB as a product catalog master or inventory management system
  • Content management: Learn methods for storing content nodes, binary assets, and discussions
  • Online advertising networks: Apply techniques for frequency capping ad impressions, and keyword targeting and bidding
  • Social networking: Learn how to store a complex social graph, modeled after Google+
  • Online gaming: Provide concurrent access to character and world data for a multiplayer role-playing game

Table of Contents
Part I: Design Patterns
Chapter 1. To Embed or Reference
Chapter 2. Polymorphic Schemas
Chapter 3. Mimicking Transactional Behavior

Part II: Use Cases
Chapter 4. Operational Intelligence
Chapter 5. Ecommerce
Chapter 6. Content Management Systems
Chapter 7. Online Advertising Networks
Chapter 8. Social Networking
Chapter 9. Online Gaming

Book Details

  • Paperback: 176 pages
  • Publisher: O’Reilly Media (March 2013)
  • Language: English
  • ISBN-10: 1449340040
  • ISBN-13: 978-1449340049
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