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Apache Submarine

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A green key on the record, left, is one Decision Insights added. It doesn't exist on the company's site or in a wire feed. The same key labels its row on the right, so you can match them directly. More on how DI enriches a record.

The record

This is what the machine sees: the exact JSON-LD an agent receives for this listing.

WebSite
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BreadcrumbList
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SoftwareSourceCode
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    "name": "The Apache Software Foundation"
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  "dateModified": "2026-08-27T03:10:31Z",
  "description": "Apache Submarine is an open-source machine learning platform for managing ML development, training, and serving on distributed clusters.",
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    "Machine Learning",
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      "name": "AI infrastructure"
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      "name": "Machine Learning"
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    "name": "The Apache Software Foundation"
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  "name": "Apache Submarine",
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  "url": "https://submarine.apache.org/"
}
What we add

Topic graph

A wire service tags a release with a category, once. It doesn't maintain a durable graph over time. We connect them to a topic graph an agent can query.

AI infrastructure https://decisioninsights.ai/term/ai-infrastructure/ Data Center https://decisioninsights.ai/term/data-center/ Storage https://decisioninsights.ai/term/sd-storage/ and 7 more

Counted facts

A protocol or open source project keeps no vendor list and publishes no figures of its own to check this against. This counts how it actually shows up across the graph -- articles that name it, the organizations named alongside it in those articles, similar projects, and organizations whose topic tags overlap with its own -- computed, not curated.

Related projects Apache Submarine 0.8.0, Apache SystemDS, Apache Mahout, Apache Training, Apache SeaTunnel, Apache Answer, Apache Subversion, Apache Beam Related organizations CoreWeave, ClearML, Object Computing, Quanta Cloud Technology, Dagster, BentoML, Iguazio, Juicedata