Atlas · GenAI 2026
KV Cache Optimization
Managing the attention key/value cache to raise throughput and context length (PagedAttention, quantized and compressed KV).
conceptPeak: 2024Inference OptimizationAI consensus: 0/3
Prerequisites
The KV cache is attention state.
- mediumInference Optimization
It is a core serving-throughput technique.
Recommended reference
Efficient Memory Management for LLM Serving with PagedAttention — arXiv 2309.06180