It can become the dominant serving constraint even when compute has headroom.
MODEL SERVINGENTERPRISE AI ARCHITECTURE
KV Cache Architecture
KV cache design affects memory utilization, concurrency, prefix reuse and long-context serving.
The platform separates long-context workloads and monitors cache pressure before queue latency rises.
How much cache headroom is reserved for bursts?
REMEMBERKV cache is an architectural capacity resource.
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