marktechpost

An End-to-End Coding Guide to NVIDIA KVPress for Long-Context LLM Inference, KV Cache Compression, and Memory-Efficient Generation

In this tutorial, we take a detailed, practical approach to exploring NVIDIA’s KVPress and understanding how it can make long-context language model inference more efficient. We begin by setting up ...
IEEE

Exploring Memory Tiering Systems in the CXL Era via FPGA-based Emulation and Device-Side Management

Abstract: The Compute Express Link (CXL) technology facilitates the extension of CPU memory through byte-addressable SerDes links and cascaded switches, creating complex heterogeneous memory systems ...
PC Magazine

Avoid the 'AI RAM Tax': 7 Ways to Squeeze More Life Out of Your Existing Memory

Avoid the 'AI RAM Tax': 7 Ways to Squeeze More Life Out of Your Existing Memory The ongoing RAM shortage means you won't be upgrading your memory any time soon, so here are a few ways to make your ...
IEEE

BlockPIM: Optimizing Memory Management for PIM-enabled Long-Context LLM Inference

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.