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Presentation: Serving LLMs at Scale: The Hidden KV Cache Advantage

Image: InfoQ

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  • InfoQ · October 27, 2026 11:00
    Khawaja Shams shares a distributed systems perspective on scaling LLM inference stacks efficiently. He discusses practical strategies for optimizing GPU utilization, managing KV cache memory cliffs, leveraging tiered storage, reducing tail latency, and implementing disaggregated prefill and decode…