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AWS for Solutions Architects

You're reading from   AWS for Solutions Architects The definitive guide to AWS Solutions Architecture for migrating to, building, scaling, and succeeding in the cloud

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Product type Paperback
Published in Apr 2023
Publisher Packt
ISBN-13 9781803238951
Length 696 pages
Edition 2nd Edition
Tools
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Authors (4):
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Saurabh Shrivastava Saurabh Shrivastava
Author Profile Icon Saurabh Shrivastava
Saurabh Shrivastava
Neelanjali Srivastav Neelanjali Srivastav
Author Profile Icon Neelanjali Srivastav
Neelanjali Srivastav
Alberto Artasanchez Alberto Artasanchez
Author Profile Icon Alberto Artasanchez
Alberto Artasanchez
Imtiaz Sayed Imtiaz Sayed
Author Profile Icon Imtiaz Sayed
Imtiaz Sayed
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Toc

Table of Contents (19) Chapters Close

Preface 1. Understanding AWS Principles and Key Characteristics 2. Understanding the AWS Well-Architected Framework and Getting Certified FREE CHAPTER 3. Leveraging the Cloud for Digital Transformation 4. Networking in AWS 5. Storage in AWS – Choosing the Right Tool for the Job 6. Harnessing the Power of Cloud Computing 7. Selecting the Right Database Service 8. Best Practices for Application Security, Identity, and Compliance 9. Driving Efficiency with CloudOps 10. Big Data and Streaming Data Processing in AWS 11. Data Warehouses, Data Queries, and Visualization in AWS 12. Machine Learning, IoT, and Blockchain in AWS 13. Containers in AWS 14. Microservice Architectures in AWS 15. Data Lake Patterns – Integrating Your Data across the Enterprise 16. Hands-On Guide to Building an App in AWS 17. Other Books You May Enjoy
18. Index

Key metrics in a data lake

Now more than ever, digital transformation projects have tight deadlines and are forced to continue doing more with fewer resources. It is vital to demonstrate added value and results quickly.

Ensuring the success and longevity of a data lake implementation is crucial for a corporation, and effective communication of its value is essential. However, determining whether the implementation is adding value or not is often not a binary metric and requires a more granular analysis than a simple “green” or “red” project status.

The following list of metrics is provided as a starting point to help gauge the success of your data lake implementation. It is not intended to be an exhaustive list but rather a guide to generate metrics that are relevant to your specific implementation:

  • Size: It’s important to monitor two metrics when evaluating a lake: the overall size of the lake and the size of its trusted zone...
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