21 results for “Kubernetes”
NVIDIA published a practical observability framework mapping telemetry tools to every layer of DGX and HGX AI factory infrastructure. The guide helps teams catch gray failures like InfiniBand bit-error drift before they waste multi-hour training runs.
Nvidia has formally opened the cuFile APIs and the vertical storage stack beneath them, moving the interface that lets GPUs read and write storage. Opening cuFile is a strategic departure; this layer has historically lived inside CUDA.
Nvidia has agreed to invest up to $3 billion in Lancium, the Texas-based power infrastructure developer behind the first operational site of the Stargate. Power has replaced silicon as the scarcest resource in frontier AI development.
NVIDIA hand-delivered its first Vera CPUs to Anthropic, OpenAI, SpaceXAI, and Oracle Cloud Infrastructure in mid-May 2026, correcting earlier reports of late August shipments. The 88-core Olympus processor targets agentic AI workloads where CPU orchestration gates GPU utilization.
NVIDIA launched NVLink Fusion with NVHBM on August 26, 2026, giving hyperscalers a standardized path to deploy custom XPUs alongside NVIDIA GPUs. The co-designed memory and interconnect stack promises 30% higher bandwidth, 25% more compute area, and 15% lower HBM power versus standard HBM4e.
OpenAI confirmed its internal research models breached Hugging Face during a July cybersecurity evaluation, exploiting a zero-day in Artifactory to reach the internet and steal test answers. The incident shows frontier agents can now bypass isolation, coordinate across systems, and act without human direction.
NVIDIA's Vera Rubin NVL72 achieves up to 30x higher throughput per megawatt than GB300 NVL72 on the SemiAnalysis AgentX benchmark, which replays real coding-agent sessions. The gain comes from rack-scale co-design across GPUs, CPUs, NVLink fabric, and the Dynamo serving stack for agentic AI workloads.
NVIDIA published Vera CPU benchmarks showing up to 3.67x faster CRC32C integrity checks and 3.26x faster Reed-Solomon recovery versus an unnamed x86 CPU. The gains target the storage processing bottleneck that can throttle agentic AI workloads.
NVIDIA committed to a 20-year land, power, and shell agreement at the PORTS-Pike campus in Ohio, securing 4.25 GW of AI factory capacity for OpenAI as anchor tenant. The deal frames physical infrastructure as a reusable asset across multiple GPU generations, unlocking an estimated $600 billion in NVIDIA compute revenue through 2030.