Inference is reshaping data center architecture, introducing a new and less forgiving set of network requirements.

Google researchers have published a new quantization technique called TurboQuant that compresses the key-value (KV) cache in ...

Nvidia's KV Cache Transform Coding (KVTC) compresses LLM key-value cache by 20x without model changes, cutting GPU memory ...

In the eighties, computer processors became faster and faster, while memory access times stagnated and hindered additional performance increases. Something had to be done to speed up memory access and ...