Learn how to Migrate Your Knowledge and AI Workloads to Databricks With the AWS Migration Acceleration Program







On this weblog we outline the method for incomes AWS buyer credit when migrating Knowledge and AI workloads to Databricks on Amazon Net Companies (AWS) with the AWS Migration Acceleration Program (MAP). We are going to present you easy methods to use AWS MAP tagging to establish new migrated workloads reminiscent of Hadoop and Enterprise Knowledge Warehouses (EDW), as a way to guarantee workloads qualify for useful AWS buyer credit. This data is useful for purchasers, technical professionals at expertise and consulting companions, in addition to AWS Migration Specialists and Resolution Architects.

Databricks overview

Databricks is the info and AI firm. Greater than 7,000 organizations worldwide — together with Comcast, Condé Nast, H&M and over 40% of the Fortune 500 — depend on the Databricks Lakehouse Platform to unify their knowledge, analytics and AI. Based by the unique creators of Apache Spark™, Delta Lake and MLflow, Databricks is on a mission to assist knowledge groups clear up the world’s hardest issues. Databricks is acknowledged by Gartner as a Chief in each Cloud Database Administration Techniques and Knowledge Science and Machine Studying Platforms.

The Databricks Lakehouse on AWS unifies the very best of knowledge warehouses and knowledge lakes in a single easy platform to deal with all of your knowledge, analytics and AI use instances. It’s constructed on an open and dependable knowledge basis that effectively handles all knowledge varieties and applies one widespread safety and governance strategy throughout your entire knowledge and cloud platforms.

What’s the AWS Migration Acceleration Program (MAP)?

The AWS Migration Acceleration Program (MAP) is a complete and confirmed cloud migration program primarily based upon AWS’s expertise migrating 1000’s of enterprise clients to the cloud. Enterprise migrations might be complicated and time-consuming, however MAP will help you speed up your cloud migration and modernization journey with an outcome-driven methodology.

MAP supplies instruments that scale back prices and automate and speed up execution by means of tailor-made coaching approaches and content material, experience from AWS Skilled Companies, a world associate community, and AWS funding. MAP additionally makes use of a confirmed three-phased framework (Assess, Mobilize, and Migrate and Modernize) that can assist you obtain your migration targets. By way of MAP, you’ll be able to construct sturdy AWS cloud foundations, speed up and scale back threat, and offset the preliminary price of migrations. Leverage the efficiency, safety, and reliability of the cloud.

Why do you’ll want to tag assets?

Migrated assets should be recognized with a particular map-migrated tag (tag key’s case delicate) to make sure AWS credit are offered to clients as an incentive and to cut back the price of migrations. The tagging course of defined under needs to be used for Hadoop, Knowledge Warehouse, on-premises, or different cloud workload migrations to AWS.

Steps to Tag Migrated Assets

The next infographic supplies an summary of the seven-step course of:

Implement AWS MAP tagging in Databricks on AWS

Arrange an AWS Group account

Set up an AWS Organization account

Arrange a Databricks Workspace

Arrange your Databricks workspace through Cloud Formation or the Databricks account console in lower than quarter-hour.

Set up a Databricks Workspace

Activate AWS MAP Tagging

Present the Migration Program Engagement ID (MPE ID is acquired after signing an AWS MAP Settlement along with your AWS representatives) on the CloudFormation stack for use to create the dependent AWS objects. It will create Price and Utilization Experiences (CUR) and generate a server ID for use by the AWS Migration Hub for migrations.

AWS CloudFormation template for producing server IDs and organising Price and utilization studies

AWS CloudFormation template

AWS CloudFormation template

Offering the MPE ID earlier than initiating the AWS CloudFormation Stack for MAP

Providing the MPE ID before initiating the AWS CloudFormation Stack for MAP

After the AWS CloudFormation is run efficiently, copy the migration hub server IDs generated from the output and tag them as a price to the map-migrated tag set on the Databricks clusters used because the goal clusters for migration. Along with Databricks clusters, comply with the identical tagging mechanism throughout different AWS assets used for the migration, together with the Amazon S3 buckets and Amazon Elastic Block Retailer (EBS) volumes.

Copying the server IDs from the AWS CloudFormation output for use in MAP tagging

Copying the server IDs from the AWS CloudFormation output to be used in MAP tagging

Databricks clusters getting used for migration

Databricks clusters being used for migration

Spin up the Databricks clusters for migration and tag them with map-migrated tags considered one of 3 ways: 1. the Databricks console, 2. the AWS console, or 3. the Databricks’ API and its cluster insurance policies.

1. MAP tagging Databricks clusters utilizing the Databricks console (most well-liked)

MAP tagging Databricks clusters using the Databricks console

Amazon EBS volumes are robotically MAP tagged when tagging is finished through the Databricks console




2. MAP tagging Databricks clusters through the AWS console

MAP tagging Databricks clusters via the AWS console

3. Databricks cluster tagging might be carried out through cluster insurance policies

Make sure to tag the related Amazon S3 buckets

bucket tagging

As soon as all Databricks on AWS assets are tagged appropriately, carry out the migration and observe the utilization through AWS Price Explorer. Organizations who’ve signed an AWS MAP Settlement and carried out all of the required steps will see credit utilized to their AWS account. Bear in mind to activate the MAP tags within the Price Allocation Tags part of the AWS Billing Console. The map-migrated tags could take as much as 24 hours to indicate up within the Price Allocation Tags part after you will have deployed the CloudFormation template.


Activating Price Allocation Tags

Activating Cost Allocation Tags

Mechanically Delivered Price and Utilization Experiences

Companies > Billing > Price & Utilization Experiences.

AWS Cost and Usage Reports


On this weblog we defined easy methods to efficiently tag migrated workloads to Databricks on AWS utilizing the AWS Migration Acceleration Program (MAP). Utilizing tags to establish migrated workloads will profit clients by means of AWS credit. The steps concerned embody producing server IDs on the AWS Migration Hub, organising price allocation tags, utilizing MAP tags to focus on Databricks clusters, robotically delivering price and utilization studies, and monitoring utilization through Price Explorer.

Questions? E-mail us at [email protected].

Extra Assets

AWS Migration Acceleration Program (MAP)

Hadoop Migrations

SAS Migrations

Knowledge Warehouse Migrations


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