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Serverless Analytics with Amazon Athena

You're reading from   Serverless Analytics with Amazon Athena Query structured, unstructured, or semi-structured data in seconds without setting up any infrastructure

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Product type Paperback
Published in Nov 2021
Publisher Packt
ISBN-13 9781800562349
Length 438 pages
Edition 1st Edition
Languages
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Authors (3):
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Aaron Wishnick Aaron Wishnick
Author Profile Icon Aaron Wishnick
Aaron Wishnick
Mert Turkay Hocanin Mert Turkay Hocanin
Author Profile Icon Mert Turkay Hocanin
Mert Turkay Hocanin
Anthony Virtuoso Anthony Virtuoso
Author Profile Icon Anthony Virtuoso
Anthony Virtuoso
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Table of Contents (20) Chapters Close

Preface 1. Section 1: Fundamentals Of Amazon Athena
2. Chapter 1: Your First Query FREE CHAPTER 3. Chapter 2: Introduction to Amazon Athena 4. Chapter 3: Key Features, Query Types, and Functions 5. Section 2: Building and Connecting to Your Data Lake
6. Chapter 4: Metastores, Data Sources, and Data Lakes 7. Chapter 5: Securing Your Data 8. Chapter 6: AWS Glue and AWS Lake Formation 9. Section 3: Using Amazon Athena
10. Chapter 7: Ad Hoc Analytics 11. Chapter 8: Querying Unstructured and Semi-Structured Data 12. Chapter 9: Serverless ETL Pipelines 13. Chapter 10: Building Applications with Amazon Athena 14. Chapter 11: Operational Excellence – Monitoring, Optimization, and Troubleshooting 15. Section 4: Advanced Topics
16. Chapter 12: Athena Query Federation 17. Chapter 13: Athena UDFs and ML 18. Chapter 14: Lake Formation – Advanced Topics 19. Other Books You May Enjoy

Auditing with CloudTrail and S3 access logs

Auditing is an essential part of designing a secure system. Auditing provides validation that existing access policies are working and when there is a security incident, the impact of the incident and hopefully the bad actors. AWS has two native auditing mechanisms for data access that we will look at in detail: AWS CloudTrail and Amazon S3 access logs.

Auditing with AWS CloudTrail

AWS CloudTrail is a service that provides auditing capabilities for API calls that are made to all AWS services that support CloudTrail. When an AWS account is created, CloudTrail logging is enabled by default to help manage APIs. These APIs perform actions on AWS resources such as creating or describing EC2 instances, creating S3 buckets, or submitting Athena queries. The other class of events is data events. These are AWS APIs that are called on a resource itself. At the time of writing, S3 calls to list, get, put, or delete operations and Lambda invocations...

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