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Modern Data Architecture on AWS

You're reading from   Modern Data Architecture on AWS A Practical Guide for Building Next-Gen Data Platforms on AWS

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Product type Paperback
Published in Aug 2023
Publisher Packt
ISBN-13 9781801813396
Length 420 pages
Edition 1st Edition
Tools
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Author (1):
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Behram Irani Behram Irani
Author Profile Icon Behram Irani
Behram Irani
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Toc

Table of Contents (24) Chapters Close

Preface 1. Part 1: Foundational Data Lake
2. Prologue: The Data and Analytics Journey So Far FREE CHAPTER 3. Chapter 1: Modern Data Architecture on AWS 4. Chapter 2: Scalable Data Lakes 5. Part 2: Purpose-Built Services And Unified Data Access
6. Chapter 3: Batch Data Ingestion 7. Chapter 4: Streaming Data Ingestion 8. Chapter 5: Data Processing 9. Chapter 6: Interactive Analytics 10. Chapter 7: Data Warehousing 11. Chapter 8: Data Sharing 12. Chapter 9: Data Federation 13. Chapter 10: Predictive Analytics 14. Chapter 11: Generative AI 15. Chapter 12: Operational Analytics 16. Chapter 13: Business Intelligence 17. Part 3: Govern, Scale, Optimize And Operationalize
18. Chapter 14: Data Governance 19. Chapter 15: Data Mesh 20. Chapter 16: Performant and Cost-Effective Data Platform 21. Chapter 17: Automate, Operationalize, and Monetize 22. Index 23. Other Books You May Enjoy

Summary

In this chapter, we looked at what operational analytics is and how organizations want a mechanism to gather insights from all their operational activities. All the system and application log data forms a major component of operational analytics.

We identified OpenSearch as the correct purpose-built tool for storing operational data. OpenSearch has a dashboard component that makes it easy to search for relevant information flexibly and cost-effectively. Along with specific plugins, OpenSearch Dashboards makes it easy to gain insights into log data.

We then looked into how Amazon OpenSearch Service makes the task of managing the OpenSearch cluster easy. Customers can focus on the operational insights part without having to manage the underlying infrastructure alongside the software configurations.

After, we walked through typical use cases that OS helps solve. We looked at a few options to ingest data into the OpenSearch domain. Once the data had been ingested, we looked...

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