cancel
Showing results for 
Search instead for 
Did you mean: 
Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
cancel
Showing results for 
Search instead for 
Did you mean: 

Can we create pools to reduce cluster start time in Databricks

Srikanth_Gupta_
Valued Contributor
 
2 REPLIES 2

Srikanth_Gupta_
Valued Contributor

We can create Databricks pools to reduce cluster start and auto-scaling times, more details are here

User16783853906
Contributor III

When a cluster is attached to a pool, cluster nodes are created using the the pool’s idle instances which help to reduce cluster start and auto-scaling times .

If you are using pools and looking to reduce start time for all scenarios, then you should consider keeping a min idle count equal or greater than the min nodes of the cluster. This will allow you to have machines available and ready to use when the cluster starts. If you have 0 machines on idle then the first job executed against the pool will have to wait for the VMs to become available.

Connect with Databricks Users in Your Area

Join a Regional User Group to connect with local Databricks users. Events will be happening in your city, and you won’t want to miss the chance to attend and share knowledge.

If there isn’t a group near you, start one and help create a community that brings people together.

Request a New Group