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aswinkks
Contributor
since ‎03-03-2025
3 weeks ago

User Stats

  • 12 Posts
  • 0 Solutions
  • 6 Kudos given
  • 5 Kudos received

User Activity

Reliable approach for scaling Databricks Apps down and starting them on demand

3 weeks ago
Hi everyone,I'm exploring ways to reduce compute costs for Databricks Apps during non-business hours.I understand we can use Databricks Jobs to stop Apps on a schedule, but I'm confused about the on-demand part: If the App is stopped and a user tries...

ML Training low File I/O and Throughout

08-17-2026
Hi everyone,I have an image-based deep learning workload running on Azure Databricks, while the training dataset must remain in AWS S3 due to some constraints. We cannot move or replicate the dataset to Azure.Our current architecture is roughly:AWS S...

Can we skip Association Exam Certificate for Professional Exam

06-25-2025
Hi, Can I take up Databricks Machine learning Professional exam by skipping the Machine Learning Associate exam?..Is there any prerequisite of passing the Associate exam first and then you get qualified for the Professional exam?

Load assignment during Distributed training

05-28-2025
Hi,I wanted to confirm, in a distributed training, if there is any way that I can control what kind/amount of load/data can be send to specific worker nodes, manually ..Or is it completely automatically handled by spark's scheduler, and we don't have...

Distributed Training quits if any worker node fails

05-28-2025
Hi,I'm training a Pytorch model in a distributed environment using the Pytorch's DistributedDataParallel (DDP) library. I have spin up 10 worker nodes.The issue which I'm facing is that during the training, if any worker node fails and exits, the ent...
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