Industry discussions about what’s holding back AI often focus on security, graphics processing unit availability and other ...
Abstract: The key-value (KV) cache in large language models (LLMs) now necessitates a substantial amount of memory capacity as its size proportionally grows with the context’s size. Recently, ...
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 ...
Memory scaling is in jeopardy as charge storage and sensing mechanisms become less reliable for prevalent memory technologies, such as dynamic random access memory (DRAM). In contrast, phase change ...