AI infrastructure can't evolve as fast as model innovation. Memory architecture is one of the few levers capable of accelerating deployment cycles. Enter SOCAMM2 ...

Storage memory shortages and server hardware price increases are winning VMware customers via VMware Cloud Foundation memory tiering innovation.

The memory crisis is reshaping enterprise storage. How the industry is responding, and what IT leaders should do now to ...

⭐ If you like our project, please give us a star on GitHub for the latest updates! LightMem is a lightweight and efficient memory management framework designed for Large Language Models and AI Agents.

Abstract: Processing-In-Memory (PIM) architectures alleviate the memory bottleneck in the decode phase of large language model (LLM) inference by performing operations like GEMV and Softmax in memory.

Researchers at Nvidia have developed a technique that can reduce the memory costs of large language model reasoning by up to eight times. Their technique, called dynamic memory sparsification (DMS), ...

Abstract: As AI workloads grow, memory bandwidth and access efficiency have become critical bottlenecks in high-performance accelerators. With increasing data movement demands for GEMM and GEMV ...

PCWorld explores whether PC RAM wears out, revealing that memory modules typically last 3-15 years depending on quality and usage conditions. RAM failure manifests ...