{
  "id": "workflow:hpc-job-scheduling-review",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-scientific.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "HPC Job Scheduling Review",
    "workflowKind": "operational",
    "triggerType": "scheduled",
    "typicalCadence": "weekly",
    "complexity": "single-team",
    "description": "Reviews HPC cluster utilization and job queue health — rebalancing\npriority queues, identifying stalled jobs, optimizing resource\nallocation, and updating fair-share policies. Excludes hardware procurement.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:hpc-job-scheduling-review",
      "to": "role:platform-engineer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:hpc-job-scheduling-review",
      "to": "role:cloud-architect",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:hpc-job-scheduling-review",
      "to": "skill-area:observability-pipeline",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:hpc-job-scheduling-review",
      "to": "skill-area:sli-slo-management",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:hpc-job-scheduling-review",
      "to": "domain:scientific-computing",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:hpc-job-scheduling-review",
      "to": "domain:infrastructure",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:hpc-job-scheduling-review",
      "to": "responsibility:capacity-planning",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:hpc-job-scheduling-review",
      "to": "responsibility:cost-optimization",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:hpc-job-scheduling-review",
      "to": "org-unit:research-engineering",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:hpc-job-scheduling-review",
      "to": "org-unit:infra-engineering",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}