What is Dask Scheduler's adaptive scaling feature?
An example of an AI chatbot conversation about Dask Scheduler's adaptive scaling feature.
What is Dask Scheduler's adaptive scaling feature?
Dask Scheduler's adaptive scaling feature allows the system to automatically adjust the number of workers based on the workload.
How does it determine when to scale up or down?
It monitors the task queue and resource utilization, scaling up when tasks are queued and scaling down when idle.
Can I set limits on how many workers it can scale to?
Yes, you can configure maximum and minimum worker limits to control the scaling behavior.
What are the benefits of using adaptive scaling?
It optimizes resource usage, reduces costs, and improves performance by dynamically adjusting to workload demands.
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