Hello @Shubham Jaunjal,
welcome to this moderated Azure community forum.
You can scale either vertically (having powerful instances with more cache) or horizontally (having more instances).
It's recommended to try out the optimized autoscale option on the cluster:
By auditing this setting, you learn about how scaling affects the performance.
Check the documentation for more details on how this works.
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