01:36
2026-06-20
dev.to
large-language-models
KV cache and PagedAttention: what they do and why they matter
A developer explains that the KV cache is the biggest operational bottleneck in production LLM serving on GPUs, consuming more memory than model weights for workloads with high concurrency or long con…