The Manila Times

VAST Data Redesigns AI Inference Architecture for the Agentic Era with NVIDIA

VAST AI Operating System running natively on NVIDIA BlueField-4 DPUs collapses legacy storage tiers to deliver shared, ...
Mena FN

KV Cache Offload To Ssds Will Produce Over $10 Billion In Revenue By 2030

Revolutionary Memory Management Technology Set to Transform AI Infrastructure Market as Demand for Efficient Large Language Model Deployment Soars. Model output requirements are soaring past the ...
Semiconductor Engineering

Dynamic KV Cache Scheduling in Heterogeneous Memory Systems for LLM Inference (Rensselaer Polytechnic Institute, IBM)

A new technical paper titled “Accelerating LLM Inference via Dynamic KV Cache Placement in Heterogeneous Memory System” was published by researchers at Rensselaer Polytechnic Institute and IBM. “Large ...
TechJuice

5x Faster AI? “DMS” Breakthrough Crushes Memory Bottlenecks

Modern LLMs, like OpenAI’s o1 or DeepSeek’s R1, improve their reasoning by generating longer chains of thought. However, this ...
InfoWorld

Snowflake open sources SwiftKV to reduce inference workload costs

SwiftKV optimizations developed and integrated into vLLM can improve LLM inference throughput by up to 50%, the company said. Cloud-based data warehouse company Snowflake has open-sourced a new ...
The Next Platform

KV cache

Generative AI is arguably the most complex application that humankind has ever created, and the math behind it is incredibly complex even if the results are simple enough to understand. … ...