The memory-shortage thesis assumes AI usage and memory demand rise together. DeepSeek just supplied a reason that ...

DeepSeek V4.1-Flash, released September 10, cuts AI agent KV cache memory fourfold via four architectural techniques -- CED ...

RAM and cache memory are both fast, volatile memory technologies that play a pivotal role in computing. So what's the key difference between the two? To borrow an adage from real estate: "Location, ...

Flash, a multimodal model with 552 billion parameters that cuts KV cache memory to a quarter of its predecessor. On the ...

As Large Language Models (LLMs) expand their context windows to process massive documents and intricate conversations, they encounter a brutal hardware reality known as the "Key-Value (KV) cache ...

The authors report on the design of efficient cache controller suitable for use in FPGA-based processors. Semiconductor memory which can operate at speeds comparable with the operation of the ...

Matthew is a PC Hardware Writer at XDA, having previously written for Digital Trends, Tom's Hardware, and other publications since 2018. He's mainly interested in the three way fight between AMD, ...

AMD's 7800X3D and 7950X3D CPUs reign supreme in the gaming realm, not solely due to their core count or clock speeds, but primarily owing to their abundant cache. CPU cache refers to a small yet ...

Why it matters: A RAM drive is traditionally conceived as a block of volatile memory "formatted" to be used as a secondary storage disk drive. RAM disks are extremely fast compared to HDDs or even ...

The memory wall is no longer a theoretical concern. It’s the defining bottleneck in today’s AI, automotive, and data center system-on-chips (SoCs). CPUs operate at GHz frequencies with single-digit ...

If you've ever troubleshooted something on your computer or cleaned up your browsing history, you've most likely come across advice related to the cache (pronounced "cash"). Most likely, you've been ...