Autoscaling
poonamyadav
Partner, Registered Posts: 2 Partner
Does Dataiku provide autoscaling feature like Sagemaker?For example : When the workload increases, can it bring more instances online & when it decreases, autoscaling removes unnecessary instances.If it does , how can i achieve that?
Answers
-
Manuel Alpha Tester, Dataiker Alumni, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Core Concepts, Dataiku DSS Adv Designer, Registered Posts: 193 ✭✭✭✭✭✭✭Hi,
Yes, Dataiku does autoscaling, but not by spinning more DSS instances. Dataiku scales computation using Kubernetes clusters and this architecture is available not only on AWS, but also Azure and GCP. More information:
documentation page. https://doc.dataiku.com/dss/latest/containers/index.html
demo video: https://www.youtube.com/watch?v=pKv2pcpHywo
I hope this helps.