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Administration & Architecture
Explore discussions on Databricks administration, deployment strategies, and architectural best practices. Connect with administrators and architects to optimize your Databricks environment for performance, scalability, and security.
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Forum Posts

User16826992666
by Valued Contributor
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Resolved! Are there any scenarios where it doesn't make sense to use Spot Instances?

It seems like using spot instances make a lot of sense for cost savings. But are there any risks to using them? Or things to consider before enabling them?

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abagshaw
New Contributor III
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On AWS, to further improve the chance of acquiring spot instances, you can use the newly GA'd feature Fleet instance types: https://docs.databricks.com/compute/aws-fleet-instances.html

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DataDNA
by New Contributor III
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Resolved! AWS Databricks Pay-as-you-Go

Hi Team,We are currently using AWS cloud service for our AI/ML Project. We wanted to use Databricks based GPU service for model training purposes. We do not find a Pay-as-you-go option in marketplace for this purposes.Can someone help me on this !Tha...

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-werners-
Esteemed Contributor III
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https://databricks.com/product/aws-pricingI guess you try to roll out something else?

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User16752244127
by Contributor
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Brian_Dirking
New Contributor II
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A great place to learn more about Databricks integrations with AWS services is https://www.databricks.com/aws There is information on this page regarding integrations with Glue, SageMaker, Redshift and others. Many of these pages also point to our bl...

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MoJaMa
by Valued Contributor II
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MoJaMa
Valued Contributor II
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That option is still available, but we have added the option to download using the Account API in 3.48, without setting up delivery to a bucket.See https://docs.databricks.com/release-notes/product/2021/june.html#use-an-api-to-download-usage-data-dir...

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