Every Cache Entry Earns Its Place: Global Allocation of Resolution and Coverage for KV Cache Compression

Haolin Tian, Yuzhe Liu, Tonghan Wang

As large language models (LLMs) process increasingly long contexts, KV cache storage and repeated access have become a major bottleneck. Existing KV cache compression methods rely…