AWS Advanced Analytics Automation Toolkit (AAA)

1. © 2020, Amazon Web Services, Inc. or its Affiliates.
Samir Kakli – kaklis@amazon.com
Solutions Architect, AWS
Analytics Acceleration Lab
Quickly and Easily Provision, Migrate and Test Amazon
Redshift and other services
AWS Analytics Automation
Toolkit (AAA)

2. © 2020, Amazon Web Services, Inc. or its Affiliates.
Meeting agenda
- Summary of AWS Analytics Offerings
- Challenges with Manual Provisioning
- AAA Toolkit Overview
- Demo

3. © 2020, Amazon Web Services, Inc. or its Affiliates.
Amazon Redshift
The most widely used cloud data warehouse with tens of thousands of customers
ANALYZE ALL
YOUR DATA
LOWER
YOUR COSTS
PERFORMANCE
AT ANY SCALE
Take a Lake House approach by
analyzing all your data across your
data warehouse, your Amazon S3
data lake, and operational
databases with consistent security
and governance policies
Get up to 3x better price
performance than other cloud
data warehouses with a self-
tuning system, and boost queries
up to 10x with AQUA
Start small and pay only for
what you use with predictable
monthly costs, Redshift is at least
half the cost of other cloud data
warehouses

4. © 2020, Amazon Web Services, Inc. or its Affiliates.
Analyze all of your data
With a Lake House architecture
Data Migration Service
Schema Conversion Tool
Spectrum query S3 Data lake export
Migration
DMS, SCT
BI and analytics apps
Connect apps to analyze and visualize your data
Amazon S3 data lake
Keep up to exabytes of data in S3
SQL and Testing
Tools
Analyze open
standards-based
data formats
SQL Query
Editor v2,
Apache
JMeter
Amazon Redshift
OLTP
MySQL, Postgres

5. © 2020, Amazon Web Services, Inc. or its Affiliates.
Challenges with Manual Provisioning
Time Consuming Error Prone Best Practices

6. © 2020, Amazon Web Services, Inc. or its Affiliates.
Analytics Automation Toolkit (AAA)
Quickly and Easily Provision, Migrate, and Test Amazon Redshift
N
EW
Uses Infrastructure as code - CDK
Flexible – Deploy Only What is Needed
Provide Inputs Via Configuration File
Integrates the Services Automatically
Best Practices Used
TARGET
INFRASTRUCTURE
Amazon Redshift
AWS Database Migration
Service (AWS DMS)
Instance running SCT
SCT
Target VPC
Apache JMeter

7. © 2020, Amazon Web Services, Inc. or its Affiliates.
Easily Perform Customized Load Testing using Jmeter
No Downloads / Installation
Test Plan Auto Configured
Customize as Needed
Load Sample data, or your data

8. © 2020, Amazon Web Services, Inc. or its Affiliates.
Easily Test Amazon Redshift Features
See how Concurrency Scaling can benefit your Workload
Load Test
https://aws.amazon.com/blogs/big-data/automate-amazon-redshift-load-testing-with-the-aws-analytics-automation-toolkit/