--- title: Nvidia launches Minerva to catch failing parts in giant... description: Nvidia launched Minerva, AI operations software that monitors huge GPU clusters it calls AI factories to catch failing hardware before it slows down training... canonical: https://daily.dev/posts/nvidia-launches-minerva-to-catch-failing-parts-in-giant-ai-data-centres-5bhuuminw twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Nvidia launches Minerva to catch failing parts in giant AI data centres | daily.dev og:description: Nvidia launched Minerva, AI operations software that monitors huge GPU clusters it calls AI factories to catch failing hardware before it slows down training... og:url: https://daily.dev/posts/nvidia-launches-minerva-to-catch-failing-parts-in-giant-ai-data-centres-5bhuuminw og:image: https://api.daily.dev/og/posts/5BHUUmiNw.png og:image:alt: Nvidia launches Minerva to catch failing parts in giant AI data centres og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Nvidia launches Minerva to catch failing parts in giant AI data centres **[The Next Web](https://daily.dev/sources/tnw)** · 2 min read · 0 upvotes · 0 comments ## Summary Nvidia launched Minerva, AI operations software that monitors huge GPU clusters it calls AI factories to catch failing hardware before it slows down training jobs. It pulls data from GPUs, network gear, storage, job schedulers and workloads into one map of the data center. Machine learning learns normal behavior, predicts failures, and groups related alerts into a single incident with a likely cause. A built-in AI assistant answers cluster health questions in plain language and suggests fixes. IREN already uses it, while Bitdeer AI, IBM, Jio, Lambda and Tesla plan to adopt it, and Dell, Lenovo and Supermicro will offer it to customers. Nvidia announced Minerva at its GTC Berlin conference and did not disclose pricing. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What does Nvidia's Minerva software do for AI data centers? Minerva is AI operations software that combines data from GPUs, network gear, storage, job schedulers, and workloads into a single map of a data center to catch failing hardware early. It uses machine learning to learn normal behavior, predict failures, and group related alerts into one incident with a likely cause, even across hundreds of thousands of GPUs. A built-in AI assistant answers cluster health questions and suggests fixes. _Teams planning GPU cluster monitoring can track how AIOps tools like Minerva evolve on daily.dev._ ### Which companies are adopting Nvidia Minerva? IREN already uses Minerva, while Bitdeer AI, IBM, Jio, Lambda, and Tesla plan to adopt it. Dell, Lenovo, and Supermicro will also offer Minerva to their customers. Nvidia announced the software at its GTC Berlin conference and did not disclose pricing. _Infrastructure teams evaluating AI data center tooling can follow adoption news like this on daily.dev._ ## Similar posts on daily.dev - [Efficiency at Scale: NVIDIA, Energy Leaders Accelerating Power‑Flexible AI Factories to Fortify the Grid](https://daily.dev/posts/efficiency-at-scale-nvidia-energy-leaders-accelerating-power-flexible-ai-factories-to-fortify-the--ihtvnvz4p) · NVIDIA · 1 upvotes · 0 comments - [Nvidia offers AI startups compute now, payment later](https://daily.dev/posts/nvidia-offers-ai-startups-compute-now-payment-later-lfhy4dhwu) · The Next Web · 0 upvotes · 0 comments - [JP Morgan says Nvidia is gearing up to sell entire AI servers instead of just AI GPUs and components — Jensen's master plan of vertical integration will boost Nvidia profits, purportedly starting with](https://daily.dev/posts/jp-morgan-says-nvidia-is-gearing-up-to-sell-entire-ai-servers-instead-of-just-ai-gpus-and-components-b2dbidhdu) · Hacker News · 8 upvotes · 0 comments --- Tags: [#nvidia](https://daily.dev/tags/nvidia), [#observability](https://daily.dev/tags/observability), [#gpu](https://daily.dev/tags/gpu), [#aiops](https://daily.dev/tags/aiops) [View this post on daily.dev](https://daily.dev/posts/nvidia-launches-minerva-to-catch-failing-parts-in-giant-ai-data-centres-5bhuuminw) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Nvidia launches Minerva to catch failing parts in giant AI data centres","url":"https://daily.dev/posts/nvidia-launches-minerva-to-catch-failing-parts-in-giant-ai-data-centres-5bhuuminw","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/nvidia-launches-minerva-to-catch-failing-parts-in-giant-ai-data-centres-5bhuuminw"},"datePublished":"2026-10-22T17:29:40.143Z","dateModified":"2026-10-26T16:05:08.628Z","description":"Nvidia launched Minerva, AI operations software that monitors huge GPU clusters it calls AI factories to catch failing hardware before it slows down training...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/e8675c821f3e5762b2f03a6c5a806e48?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/e8675c821f3e5762b2f03a6c5a806e48?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"The Next Web","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"The Next Web","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/tnw","url":"https://daily.dev/sources/tnw"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/nvidia-launches-minerva-to-catch-failing-parts-in-giant-ai-data-centres-5bhuuminw","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"nvidia,observability,gpu,aiops","timeRequired":"PT2M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"The Next Web","item":"https://daily.dev/sources/tnw"},{"@type":"ListItem","position":3,"name":"Nvidia launches Minerva to catch failing parts in giant AI data centres"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/nvidia-launches-minerva-to-catch-failing-parts-in-giant-ai-data-centres-5bhuuminw#faq","mainEntity":[{"@type":"Question","name":"What does Nvidia's Minerva software do for AI data centers?","acceptedAnswer":{"@type":"Answer","text":"Minerva is AI operations software that combines data from GPUs, network gear, storage, job schedulers, and workloads into a single map of a data center to catch failing hardware early. 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