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Design an LLM Serving Infrastructure
System DesignhardCommon
llm-servinggpu-managementauto-scalingdistributed-systems
Reported
8 times
Last seen
2026-03-25
First seen
2025-07-20
Active in
2025, 2026
Description
Design a system to serve large language models at scale. Handle batching, GPU memory management, model versioning, and auto-scaling.
Approach Tips
Discuss continuous batching, KV-cache management, and how to handle different model sizes. Cover GPU memory fragmentation and model sharding.
Sources
Blind·SDE-3·2026-03-25
Glassdoor·Staff·2025-12-15
AN
Anthropic
AI
Typically appears in: Onsite - System Design
60 min — Design an ML infrastructure or AI-related system. Focus on scalability and reliability.