Streaming modes & Vertical Scaling for cost effectiveness to customers

Sep-5 12:00-12:25 in Hamina (MP4)
Add to Calendar 09/05/2024 12:00 PM 09/05/2024 12:25 PM America/Los_Angeles AS24: Streaming modes & Vertical Scaling for cost effectiveness to customers

This talk will explain some of the capabilities of Dataflow that can help users save costs:

  1. Dynamic Thread Scaling: Dataflow tries to maximize the worker utilisation with this feature and avoids using up more workers.
  2. Right fitting: Customize the resources at stage level and efficiently use the worker resources.
  3. Streaming autoscaling: Tune autoscaling behavior to save costs.
Hamina (MP4)

This talk will explain some of the capabilities of Dataflow that can help users save costs:

  1. Dynamic Thread Scaling: Dataflow tries to maximize the worker utilisation with this feature and avoids using up more workers.
  2. Right fitting: Customize the resources at stage level and efficiently use the worker resources.
  3. Streaming autoscaling: Tune autoscaling behavior to save costs.