{
  "id": "lib-process:performance-optimization--concurrency-optimization",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "specializations/performance-optimization/concurrency-optimization",
    "description": "Concurrency Optimization - Optimize concurrent processing for improved throughput including contention\nanalysis, lock optimization, thread pool tuning, and implementation of lock-free algorithms.",
    "libraryPath": "library/specializations/performance-optimization/concurrency-optimization.js",
    "specialization": "performance-optimization",
    "references": [
      "- Java Concurrency in Practice: https://jcip.net/",
      "- LMAX Disruptor: https://lmax-exchange.github.io/disruptor/"
    ],
    "example": "const result = await orchestrate('specializations/performance-optimization/concurrency-optimization', {\n  projectName: 'Order Processing System',\n  codebaseType: 'java',\n  concurrencyIssues: ['lock contention', 'thread starvation']\n});",
    "usesAgents": [
      "throughput-optimization-expert"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:performance-optimization--concurrency-optimization",
      "to": "skill-area:performance-monitoring-profiling",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--concurrency-optimization",
      "to": "skill-area:profiling-cpu",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--concurrency-optimization",
      "to": "skill-area:concurrency-multithreading",
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        "weight": 0.5
      }
    },
    {
      "from": "lib-process:performance-optimization--concurrency-optimization",
      "to": "topic:observability-driven-development",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--concurrency-optimization",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--concurrency-optimization",
      "to": "role:backend-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--concurrency-optimization",
      "to": "role:sre",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:performance-optimization--concurrency-optimization",
      "to": "workflow:performance-profiling-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--concurrency-optimization",
      "to": "specialization:performance-optimization",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:performance-optimization--concurrency-optimization",
      "to": "lib-agent:performance-optimization--throughput-optimization-expert",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}