{
  "schema": "MAKNOW_AIE016_LAB_CASES_v1",
  "cases": [
    {
      "id": "CASE-01",
      "name": "baseline_filter_then_place",
      "scheduler_version": "sched:v1",
      "workload": {
        "workload_id": "W-GPU-7",
        "artifact_digest": "sha256:D-GPU",
        "runtime_requirement": "R3",
        "license_required": "ALLOW",
        "accelerator_requirement": "GPU-X",
        "memory_requirement_gib": 24,
        "policy_constraint": "NO_EXTERNAL_EGRESS"
      },
      "nodes": [
        {
          "node_id": "N1",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 16,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 5,
            "queue": 100,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        },
        {
          "node_id": "N2",
          "artifact_replica_state": "QUARANTINED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 48,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 100,
            "queue": 100,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        },
        {
          "node_id": "N3",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 24,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 40,
            "queue": 40,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        }
      ]
    },
    {
      "id": "CASE-02",
      "name": "no_feasible_policy_unresolved",
      "scheduler_version": "sched:v1",
      "workload": {
        "workload_id": "W-GPU-7",
        "artifact_digest": "sha256:D-GPU",
        "runtime_requirement": "R3",
        "license_required": "ALLOW",
        "accelerator_requirement": "GPU-X",
        "memory_requirement_gib": 24,
        "policy_constraint": "NO_EXTERNAL_EGRESS"
      },
      "nodes": [
        {
          "node_id": "N1",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 16,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 30,
            "queue": 30,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        },
        {
          "node_id": "N2",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "BLOCKED",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 48,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 30,
            "queue": 30,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        },
        {
          "node_id": "N3",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "UNKNOWN",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 48,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 30,
            "queue": 30,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        }
      ]
    },
    {
      "id": "CASE-03",
      "name": "transfer_n3_stale_n2_qualified",
      "scheduler_version": "sched:v1",
      "workload": {
        "workload_id": "W-GPU-7",
        "artifact_digest": "sha256:D-GPU",
        "runtime_requirement": "R3",
        "license_required": "ALLOW",
        "accelerator_requirement": "GPU-X",
        "memory_requirement_gib": 24,
        "policy_constraint": "NO_EXTERNAL_EGRESS"
      },
      "nodes": [
        {
          "node_id": "N1",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 16,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 30,
            "queue": 30,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        },
        {
          "node_id": "N2",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 48,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 50,
            "queue": 50,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        },
        {
          "node_id": "N3",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 24,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "STALE",
          "preference": {
            "locality": 100,
            "queue": 100,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        }
      ]
    },
    {
      "id": "CASE-04",
      "name": "low_telemetry_does_not_replace_stale_capability",
      "scheduler_version": "sched:v1",
      "workload": {
        "workload_id": "W-GPU-7",
        "artifact_digest": "sha256:D-GPU",
        "runtime_requirement": "R3",
        "license_required": "ALLOW",
        "accelerator_requirement": "GPU-X",
        "memory_requirement_gib": 24,
        "policy_constraint": "NO_EXTERNAL_EGRESS"
      },
      "nodes": [
        {
          "node_id": "N-LOW",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 48,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "STALE",
          "preference": {
            "locality": 100,
            "queue": 100,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 2
          }
        }
      ]
    },
    {
      "id": "CASE-05",
      "name": "score_only_feasible_nodes",
      "scheduler_version": "sched:v1",
      "workload": {
        "workload_id": "W-GPU-7",
        "artifact_digest": "sha256:D-GPU",
        "runtime_requirement": "R3",
        "license_required": "ALLOW",
        "accelerator_requirement": "GPU-X",
        "memory_requirement_gib": 24,
        "policy_constraint": "NO_EXTERNAL_EGRESS"
      },
      "nodes": [
        {
          "node_id": "N3",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 24,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 20,
            "queue": 20,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        },
        {
          "node_id": "N4",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 48,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 40,
            "queue": 40,
            "energy": 20
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        },
        {
          "node_id": "N-BAD",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 8,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 100,
            "queue": 100,
            "energy": 100
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        }
      ]
    },
    {
      "id": "CASE-06",
      "name": "all_decisive_failures_unschedulable",
      "scheduler_version": "sched:v1",
      "workload": {
        "workload_id": "W-GPU-7",
        "artifact_digest": "sha256:D-GPU",
        "runtime_requirement": "R3",
        "license_required": "ALLOW",
        "accelerator_requirement": "GPU-X",
        "memory_requirement_gib": 24,
        "policy_constraint": "NO_EXTERNAL_EGRESS"
      },
      "nodes": [
        {
          "node_id": "N1",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 16,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 30,
            "queue": 30,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        },
        {
          "node_id": "N2",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 48,
          "policy_domain": "EGRESS_REQUIRED",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 30,
            "queue": 30,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        },
        {
          "node_id": "N3",
          "artifact_replica_state": "MISSING",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 48,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 30,
            "queue": 30,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        }
      ]
    },
    {
      "id": "CASE-07",
      "name": "unknown_runtime_capability_defer",
      "scheduler_version": "sched:v1",
      "workload": {
        "workload_id": "W-GPU-7",
        "artifact_digest": "sha256:D-GPU",
        "runtime_requirement": "R3",
        "license_required": "ALLOW",
        "accelerator_requirement": "GPU-X",
        "memory_requirement_gib": 24,
        "policy_constraint": "NO_EXTERNAL_EGRESS"
      },
      "nodes": [
        {
          "node_id": "N1",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 16,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 30,
            "queue": 30,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        },
        {
          "node_id": "N2",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "UNKNOWN",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 48,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 30,
            "queue": 30,
            "energy": 10
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        }
      ]
    },
    {
      "id": "CASE-08",
      "name": "high_score_hard_fail_cannot_win",
      "scheduler_version": "sched:v1",
      "workload": {
        "workload_id": "W-GPU-7",
        "artifact_digest": "sha256:D-GPU",
        "runtime_requirement": "R3",
        "license_required": "ALLOW",
        "accelerator_requirement": "GPU-X",
        "memory_requirement_gib": 24,
        "policy_constraint": "NO_EXTERNAL_EGRESS"
      },
      "nodes": [
        {
          "node_id": "N-BAD",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 12,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 1000,
            "queue": 1000,
            "energy": 1000
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        },
        {
          "node_id": "N-GOOD",
          "artifact_replica_state": "VERIFIED",
          "artifact_digest": "sha256:D-GPU",
          "runtime_capability": "R3",
          "license_state": "ALLOW",
          "accelerator_type": "GPU-X",
          "device_memory_gib": 24,
          "policy_domain": "NO_EXTERNAL_EGRESS",
          "capability_freshness": "FRESH",
          "preference": {
            "locality": 1,
            "queue": 1,
            "energy": 1
          },
          "live_telemetry": {
            "gpu_utilization_pct": 50
          }
        }
      ]
    }
  ]
}
