Schedule One-GPU and Eight-GPU Model Jobs

Quick Overview

Design a fair eight-GPU scheduler for one-GPU and gang-scheduled eight-GPU jobs, with drain reservations, atomic allocation, and starvation prevention.

Schedule One-GPU and Eight-GPU Model Jobs

Company: Anthropic

Role: Software Engineer

Category: ML System Design

Difficulty: medium

Interview Round: Onsite

Overview: Design a fair eight-GPU scheduler for one-GPU and gang-scheduled eight-GPU jobs, with drain reservations, atomic allocation, and starvation prevention.

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Anthropic
Aug 12, 2026
mediumSoftware EngineerOnsiteML System Design
12
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