{
  "id": "workflow:algorithm-benchmarking",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-algorithms.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Algorithm Benchmarking",
    "workflowKind": "development",
    "triggerType": "on-demand",
    "typicalCadence": "per-implementation",
    "complexity": "single-team",
    "description": "Benchmarks competing algorithm implementations against standardized\ndatasets and hardware — measuring time complexity, space usage, cache\nbehavior, and scalability curves; producing comparison reports with\nstatistical significance analysis. Excludes algorithm design.\n"
  },
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      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:algorithm-benchmarking",
      "to": "role:performance-profiler",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:algorithm-benchmarking",
      "to": "skill-area:python-data-pipelines",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
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      "to": "domain:scientific-computing",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
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      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:algorithm-benchmarking",
      "to": "responsibility:performance-budget-tracking",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
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      "to": "org-unit:research-engineering",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:algorithm-benchmarking",
      "to": "org-unit:engineering",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}