{
  "id": "lib-process:industrial-engineering--queuing-analysis",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "queuing-analysis",
    "description": "Queuing System Analysis - Analyze queuing systems to optimize service capacity, reduce wait times,\nand improve customer satisfaction using queuing theory and simulation.",
    "libraryPath": "library/specializations/domains/science/industrial-engineering/queuing-analysis.js",
    "specialization": "industrial-engineering",
    "references": [
      "- Gross & Harris, Fundamentals of Queueing Theory\n- Hillier & Lieberman, Introduction to Operations Research (Queuing chapters)\n- Taha, Operations Research: An Introduction"
    ],
    "example": "const result = await orchestrate('domains/science/industrial-engineering/queuing-analysis', {\n  systemDescription: 'Customer service call center with multiple agents',\n  arrivalRate: 100,\n  serviceRate: 12,\n  servers: 10,\n  queueModel: 'M/M/c'\n});",
    "usesAgents": [
      "queuing-analyst",
      "statistical-analyst",
      "queuing-modeler",
      "performance-analyst",
      "simulation-engineer",
      "capacity-planner",
      "queuing-consultant"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:industrial-engineering--queuing-analysis",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:industrial-engineering--queuing-analysis",
      "to": "skill-area:organizational-design",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:industrial-engineering--queuing-analysis",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:industrial-engineering--queuing-analysis",
      "to": "domain:industrial-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:industrial-engineering--queuing-analysis",
      "to": "role:operations-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:industrial-engineering--queuing-analysis",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:industrial-engineering--queuing-analysis",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:industrial-engineering--queuing-analysis",
      "to": "specialization:industrial-engineering",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:industrial-engineering--queuing-analysis",
      "to": "lib-agent:physics--statistical-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:industrial-engineering--queuing-analysis",
      "to": "lib-agent:shared--performance-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:industrial-engineering--queuing-analysis",
      "to": "lib-agent:robotics-simulation--simulation-engineer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:industrial-engineering--queuing-analysis",
      "to": "lib-agent:supply-chain--capacity-planner",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}