SDxCentral

Vast Data expands Nvidia love-in for AI inference era

AI storage firm Vast Data has launched native integration of its operating system available on Nvidia BlueField-4 DPUs in a ...
Business Wire

Enfabrica Unveils Industry’s First Ethernet-Based AI Memory Fabric System for Efficient Superscaling of LLM Inference

MOUNTAIN VIEW, Calif.--(BUSINESS WIRE)--Enfabrica Corporation, an industry leader in high-performance networking silicon for artificial intelligence (AI) and accelerated computing, today announced the ...
Tech Xplore on MSN

Turning PCs and mobile devices into AI infrastructure can slash operational costs

Until now, AI services based on large language models (LLMs) have mostly relied on expensive data center GPUs. This has ...
VentureBeat

The new AI infrastructure reality: Bring compute to data, not data to compute

As AI transforms enterprise operations across diverse industries, critical challenges continue to surface around data storage—no matter how advanced the model, its performance hinges on the ability to ...
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 ...
InfoWorld

Orchestrating AI-driven data pipelines with Azure ADF and Databricks: An architectural evolution

Who needs rewrites? This metadata-powered architecture fuses AI and ETL so smoothly, it turns pipelines into self-evolving engines of insight. In the fast-evolving landscape of enterprise data ...
Hosted on MSN

Can Cloudflare's edge AI inference reshape cost economics?

Cloudflare’s NET AI inference strategy has been different from hyperscalers, as instead of renting server capacity and aiming to earn multiples on hardware costs that hyperscalers do, Cloudflare ...
VentureBeat

Cracking AI’s storage bottleneck and supercharging inference at the edge

As AI applications increasingly permeate enterprise operations, from enhancing patient care through advanced medical imaging to powering complex fraud detection models and even aiding wildlife ...
Computer Weekly

What are the storage requirements for AI training and inference?

Despite ongoing speculation around an investment bubble that may be set to burst, artificial intelligence (AI) technology is here to stay. And while an over-inflated market may exist at the level of ...
The Next Platform

For Financial Services Firms, AI Inference Is As Challenging As Training

A decade ago, when traditional machine learning techniques were first being commercialized, training was incredibly hard and expensive, but because models were relatively small, inference – running ...
EDN

The next AI frontier: AI inference for less than $0.002 per query

Inference is rapidly emerging as the next major frontier in artificial intelligence (AI). Historically, the AI development and deployment focus has been overwhelmingly on training with approximately ...