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Scalable Data Architecture with Java

You're reading from   Scalable Data Architecture with Java Build efficient enterprise-grade data architecting solutions using Java

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Product type Paperback
Published in Sep 2022
Publisher Packt
ISBN-13 9781801073080
Length 382 pages
Edition 1st Edition
Languages
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Author (1):
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Sinchan Banerjee Sinchan Banerjee
Author Profile Icon Sinchan Banerjee
Sinchan Banerjee
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Toc

Table of Contents (19) Chapters Close

Preface 1. Section 1 – Foundation of Data Systems
2. Chapter 1: Basics of Modern Data Architecture FREE CHAPTER 3. Chapter 2: Data Storage and Databases 4. Chapter 3: Identifying the Right Data Platform 5. Section 2 – Building Data Processing Pipelines
6. Chapter 4: ETL Data Load – A Batch-Based Solution to Ingesting Data in a Data Warehouse 7. Chapter 5: Architecting a Batch Processing Pipeline 8. Chapter 6: Architecting a Real-Time Processing Pipeline 9. Chapter 7: Core Architectural Design Patterns 10. Chapter 8: Enabling Data Security and Governance 11. Section 3 – Enabling Data as a Service
12. Chapter 9: Exposing MongoDB Data as a Service 13. Chapter 10: Federated and Scalable DaaS with GraphQL 14. Section 4 – Choosing Suitable Data Architecture
15. Chapter 11: Measuring Performance and Benchmarking Your Applications 16. Chapter 12: Evaluating, Recommending, and Presenting Your Solutions 17. Index 18. Other Books You May Enjoy

Cloud platforms

Cloud computing involves delivering computing services such as storage, compute, networking, and intelligence over the internet. It offers a pay-as-you-go model, which means you only pay for the service you use. This helps cut down on your operating costs, as well as capital expenditure (CapEx) costs. Cloud enables optimal resource utilization, instant scalability, agility, and ease of maintenance, enabling faster innovation and economies of scale. For example, Canva is a design tool that anyone can access via its simple user interface. In 2019, it had 55 million users. At the time of writing, it has 85 million users worldwide, creating 100+ designs per second. To accommodate this exponential customer and data volume growth seamlessly with similar or better performance, Canva uses the AWS platform.

The following cloud computing distributions are the market leaders in cloud computing and are often referred to as the Big 3 of cloud computing:

  • AWS by Amazon
  • ...
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