H
ENT-00002122 · AI Infrastructure

Horovod

Horovod is a framework / tooling system associated with Uber.

Level V — PersistentActiveDocumented
Human readable record

Overview

Horovod is an AI infrastructure or development system associated with Uber. It is documented as distributed training framework.

Timeline

  1. 2017Public release or publication

    Horovod appears in public documentation or research records associated with Uber.

Capabilities

AI development infrastructureFramework or tooling documentationDeveloper workflow supportPublic source anchoringRelationship graph compatibility

Known limitations

Capabilities depend on software version, installation context and supported integrations.Project scope can change through releases and community development.
Technical and registry detail

Technical description

Structured infrastructure record for Horovod. The technical layer identifies the framework or tooling role, developer organization, source repository or documentation page, use context and relationship targets.

Controlled tags

AI InfrastructureFrameworkMachine Learning
Relationship graph
Horovod
Associated organizationUber

Uber is the organization or institutional context associated with Horovod.

ClassificationFramework / Tooling System

Horovod is classified as Framework / Tooling System.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002122",
    "name": "Horovod",
    "alternateName": [],
    "additionalType": "AI Infrastructure",
    "description": "Horovod is a framework / tooling system associated with Uber.",
    "creator": "Uber",
    "url": "entity.php?id=ENT-00002122",
    "sameAs": "https://github.com/horovod/horovod",
    "lxkeysWorld": {
        "classification": "Framework / Tooling System",
        "organization": "Uber",
        "originContext": "AI infrastructure",
        "firstPublicAppearance": "2017",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 19,
            "level": "Level V — Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:33:48+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:33:48+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "reviewed_utc": "2026-06-17T01:33:48+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "AI development infrastructure",
            "Framework or tooling documentation",
            "Developer workflow support",
            "Public source anchoring",
            "Relationship graph compatibility"
        ],
        "limitations": [
            "Capabilities depend on software version, installation context and supported integrations.",
            "Project scope can change through releases and community development."
        ],
        "tags": [
            "AI Infrastructure",
            "Framework",
            "Machine Learning"
        ],
        "timeline": [
            {
                "date": "2017",
                "title": "Public release or publication",
                "description": "Horovod appears in public documentation or research records associated with Uber."
            }
        ],
        "relationships": [
            {
                "target": "Uber",
                "type": "Associated organization",
                "description": "Uber is the organization or institutional context associated with Horovod.",
                "evidence_level": "documentary"
            },
            {
                "target": "Framework / Tooling System",
                "type": "Classification",
                "description": "Horovod is classified as Framework / Tooling System.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official documentation",
                "url": "https://github.com/horovod/horovod",
                "source_type": "Official Source",
                "verification_status": "verified"
            }
        ]
    }
}
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