VAST Data Powers Mistral Compute AI Factories on NVIDIA GB300 NVL72
… VAST provides a common operating layer that connects models to enterprise datasets, enabling consistent data access and control across training and inference workflows. …
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NVIDIA and Google Cloud Expand AI Hypercomputer Platform at Next 2026
… The design targets hyperscale AI training and inference environments where network performance and system-level optimization are critical. Google Cloud emphasized that tightly integrated infrastructure and managed AI services are required to support the next wave of AI workloads. …
Liquid-Cooled Blackwell and 15,000 Heated Homes: Verda Builds a Sustainable AI Cloud on Supermicro
… This mix of systems enables Verda to support a broad range of AI use cases, including large language model training, multimodal AI pipelines, robotics development, and enterprise inference workloads. …
Dell Expands AI Platform with AMD GPU and Modular Infrastructure Options
… It is designed for demanding AI workloads, including model training, pre-training, and high-throughput inference. …
Qumulo and Cisco Pitch GPU Liquidity With Updated Cloud AI Accelerator
… In many AI workflows, data preparation can take days or weeks, delaying model training and reducing effective GPU utilization. By enabling immediate access to datasets, the Cloud AI Accelerator allows workloads to start as soon as compute is available. …
NVIDIA and IREN Partner to Accelerate Large-Scale AI Infrastructure Deployment
… This partnership also works as a framework for NVIDIA and IREN to collaborate on future large-scale AI factories, with a focus on expanding access to AI compute for startups, AI-native companies, and enterprise customers. …
Google Announces TPU v8t Sunfish and TPU v8i Zebrafish
… AI training workloads are almost entirely east-west, chip-to-chip across the fabric, and the collectives are bisection-dominated. Any oversubscription at any tier drops straight into training step time. …
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QNAP Introduces QAI-h1290FX Edge AI Storage Server for Private LLM and Generative AI Workloads
… QNAP QAI-h1290FX Components, Expansion, and I/O Built around an AMD EPYC 7302P processor and twelve U.2 NVMe/SATA SSD bays, the QAI-h1290FX combines server-grade compute with an all-flash storage design tailored for AI workloads requiring fast data access. …
Podcast #148: LinkedIn Live - AI is a Data Problem
… 15:00–20:00 — Enterprise AI Evolution and GPU Utilization Industry shift from early AI investments focused on training toward widespread inference-driven deployments. Traditional enterprise applications are becoming AI-aware, leveraging GPUs for performance gains. …