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Dynamic Inference Autoscaler

GoogleHardSystem Design00:00
Google
Your interviewer · ML Platform Engineer
In session
Interviewer

Welcome to your interview for the ML Platform Engineer role at Google.

The question is on your right: Dynamic Inference Autoscaler. Take a moment with it first.

Talk your thinking through with me if you like - when you're confident, submit your answer and I'll grade it like a real screen. You have three graded attempts to score 7/10 or better.

Only Submit answer is graded - discussion is free practice.

Problem

Design a dynamic resource autoscaler for an inference fleet experiencing highly volatile traffic patterns at Google.