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Autoscaling schedules: reduce cold-start delays for predictable traffic

Blog post from Baseten

Post Details
Company
Date Published
Author
Jonathan Rochette, Archit Mishra, Mingming Lang, Chloe Florit
Word Count
414
Company Posts That Month
21
Language
English
Hacker News Points
-
Post removed?
No
Summary

Autoscaling schedules allow users to preemptively adjust replica capacity before predictable traffic spikes, reducing cold-start delays that occur while new replicas allocate resources, start serving software, and load models. Suitable for recurring demand patterns such as weekday work hours or one-time events such as product launches, load tests, and migrations, schedules set temporary minimum and maximum replica counts within defined time windows while default autoscaling settings apply outside those windows. Each environment can have up to 10 non-overlapping schedules sharing a single timezone, with daily, hourly, or one-time windows lasting at least five minutes, configured through the dashboard, CLI, or Management API.

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