{ "metadata": { "created": "2026-05-16", "dataset_id": "synthetic_observable_sites_2026_05_16", "policy_threshold_operations": 1e+25, "scenario_count": 14, "source_of_truth": [ "observables/observables.yaml", "observables/rules/README.md", "observables/rules/source_ledger.yaml", "observables/rules/feature_rule_index.yaml", "observables/rules/derived_signals.yaml", "observables/rules/capability_rules.yaml", "observables/rules/training_core_rules.yaml", "observables/rules/training_support_rules.yaml", "observables/rules/discrepancy_rules.yaml", "observables/rules/aggregation_rules.yaml" ], "synthetic_notice": "All site names, SKUs, telemetry, and workloads are synthetic. Numeric telemetry values are scenario fixtures, not vendor defaults.", "thresholds_from_observable_rules": { "benign_attribution_explanation_overlap_fraction": 0.8, "max_attribution_overlap_fraction": 0.05, "max_benchmark_duration_seconds": 7200.0, "max_sparse_achieved_to_capacity_ratio": 1.1, "min_activity_fabric_duration_seconds": 1800.0, "min_activity_fabric_overlap_fraction": 0.5, "min_activity_for_checkpoint_pair": 0.5, "min_activity_for_fabric_pair": 0.55, "min_activity_screen_duration_seconds": 600.0, "min_activity_screen_score": 0.5, "min_attribution_channel_coverage_fraction": 0.8, "min_benchmark_like_cadence_score": 0.75, "min_benchmark_regularity_score": 0.9, "min_bytes_explained_fraction": 0.7, "min_capacity_clock_alignment_confidence": 0.8, "min_capacity_possible_coverage_fraction": 0.6, "min_capacity_ruleout_coverage_fraction": 0.9, "min_checkpoint_activity_adjacency_fraction": 0.5, "min_checkpoint_pair_burst_count": 2.0, "min_checkpoint_pair_score": 0.55, "min_fabric_cadence_pair_score": 0.6, "min_large_compute_coverage_fraction": 0.75, "min_negative_screen_clock_alignment_confidence": 0.8, "min_negative_screen_identity_coverage_fraction": 0.75, "min_negative_screen_primary_coverage_fraction": 0.75, "min_negative_screen_scope_mapping_coverage_fraction": 0.75, "min_non_serving_pair_score": 0.6, "min_operation_activity_overlap_fraction": 0.8, "min_primary_B_channel_coverage_fraction": 0.75, "min_serving_activity_overlap_fraction": 0.5, "min_serving_channel_coverage_fraction": 0.8, "min_serving_suppression_score": 0.7, "min_sparse_capacity_conflict_coverage_fraction": 0.75, "min_sparse_hpc_activity_score": 0.5, "min_sparse_hpc_fabric_cadence_score": 0.6, "min_sparse_hpc_overlap_fraction": 0.5, "min_unattributed_activity_duration_seconds": 600.0, "min_unattributed_activity_score": 0.7, "policy_threshold_operations": 1e+25, "unit_or_hidden_capacity_suppression_score": 0.7 }, "version": "0.1" }, "sites": [ { "audit_window": { "end": "2026-05-01T00:00:00Z", "start": "2026-04-01T00:00:00Z" }, "caveats": [ "synthetic high-warning fixture, not a calibrated probability" ], "coverage": { "achieved_ops": 0.94, "activity": 0.94, "attribution": 0.92, "benchmark_hpc": 0.9, "capacity": 0.96, "clock_alignment": 0.93, "fabric": 0.92, "identity_shape": 0.92, "scope_mapping": 0.94, "serving": 0.9, "storage": 0.92, "storage_operations": 0.9 }, "expected": { "A_capacity_gate_label": "capacity_possible_for_scope", "B_training_candidate_detection_labels": [ "large_compute_candidate", "distributed_training_like_candidate", "checkpoint_training_like_candidate", "sparse_large_compute_training_like_candidate" ], "C_discrepancy_and_explanation_review_labels": [], "capacity_short_circuit": false, "final_route": "high_training_like_warning" }, "expected_algorithm_outputs": { "aggregation_outputs": { "A_capacity_gate": [ "capacity_possible_for_scope" ], "B_training_candidate_detection": [ "large_compute_candidate", "distributed_training_like_candidate", "checkpoint_training_like_candidate", "sparse_large_compute_training_like_candidate" ], "C_discrepancy_and_explanation_review": [], "final_claim_routing": [ "high_training_like_warning" ] }, "derived_signal_checks": { "achieved_operations": 1.15e+25, "activity_score": 0.91, "capacity_upper_bound_operations": 4.2467328e+25, "checkpoint_score": 0.82, "fabric_cadence_score": 0.86 }, "final_route": "high_training_like_warning", "minimal_sparse_labels": [ "accelerator_count_threshold_capacity_screen", "peak_rate_capacity_screen", "threshold_scale_capacity_possible", "accelerator_activity_screen", "large_compute_candidate", "collective_like_training_candidate", "checkpoint_like_training_candidate", "non_serving_accelerator_compute_candidate" ] }, "normalized_signals": { "achieved_operations": 1.15e+25, "achieved_operations_unit_normalized": true, "activity_duration_seconds": 2592000, "activity_fabric_overlap_fraction": 0.82, "activity_score": 0.88, "attribution_overlap_fraction": 1.0, "benchmark_duration_seconds": 2592000, "benchmark_regularity_score": 0.0, "bytes_explained_fraction": 0.0, "capacity_adjustment_factor": 1.0, "checkpoint_activity_adjacency_fraction": 0.78, "checkpoint_burst_count": 3, "checkpoint_periodicity_score": 0.82, "collective_cadence_score": 0.86, "health_throttle_conflict": false, "hidden_or_unmonitored_capacity_possible": false, "hpc_mpi_score": 0.0, "hpc_overlap_fraction": 0.0, "non_serving_score": 0.88, "participant_count": 6144, "physical_timeline_conflict": false, "power_activity_conflict": false, "serving_activity_overlap_fraction": 0.0, "serving_counterevidence_score": 0.12, "storage_operation_overlap_fraction": 0.0, "topology_route_conflict": false }, "operator_context": { "operator_type": "synthetic_monitored_operator", "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", "trust_tier": "synthetic_operator_signed" }, "raw_features": { "accelerator_busy_or_utilization_fraction": [ { "sample_time": "2026-04-16T00:00:00Z", "value": 0.88 } ], "accelerator_compute_billing_usage_intervals": [ { "accelerator_shape_or_sku": "SYN-ACCEL", "billing_usage_type": "synthetic_running_accelerator_usage", "end_time": "2026-05-01T00:00:00Z", "start_time": "2026-04-01T00:00:00Z", "usage_quantity": 15925248000.0, "usage_unit": "accelerator_seconds" } ], "accelerator_count_by_family_sku": [ { "accelerator_family": "SYN", "accelerator_sku": "SYN-ACCEL", "count": 8192, "form_factor": "synthetic_module", "memory_class": "synthetic_high_bandwidth", "valid_from": "2026-04-01T00:00:00Z", "valid_to": "2026-05-01T00:00:00Z" } ], "advertised_peak_rate_by_precision": [ { "peak_rate": 2000000000000000.0, "precision_or_mode": "synthetic_tensor_ops", "valid_from": "2026-04-01T00:00:00Z", "valid_to": "2026-05-01T00:00:00Z" } ], "allocated_accelerator_count_by_sku": [ { "accelerator_profile": "full", "accelerator_sku": "SYN-ACCEL", "count": 6144, "end_time": "2026-05-01T00:00:00Z", "partition_scope": "accelerator_pool", "start_time": "2026-04-01T00:00:00Z" } ], "compute_running_intervals": [ { "accelerator_count": 6144, "accelerator_shape_or_sku": "SYN-ACCEL", "compute_resource_state": "running", "end_time": "2026-05-01T00:00:00Z", "start_time": "2026-04-01T00:00:00Z" } ], "electrical_service_status_intervals": [ { "end_time": "2026-05-01T00:00:00Z", "service_capacity_mva": 8.192, "service_capacity_mw": 7.3728, "service_class": "synthetic_datacenter_service", "service_status": "energized", "service_voltage_kv": 34.5, "start_time": "2026-04-01T00:00:00Z" } ], "fabric_port_device_sample_counters": [ { "counter_name": "collective_cadence_score", "counter_unit": "score_0_to_1", "counter_value": 0.86, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-16T00:00:00Z" }, { "counter_name": "participant_count", "counter_unit": "accelerators", "counter_value": 6144, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-16T00:00:00Z" }, { "counter_name": "regularity_score", "counter_unit": "score_0_to_1", "counter_value": 0.0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-16T00:00:00Z" } ], "generic_achieved_operation_rate": [ { "counter_scope": "accelerator_pool", "operation_rate": 4.436728395061728e+18, "operation_unit": "synthetic_normalized_operations", "sample_time": "2026-04-16T00:00:00Z" } ], "load_balancer_gateway_flow_activity": [ { "bytes": 120000000000000, "connection_count": 1200000, "end_time": "2026-05-01T00:00:00Z", "start_time": "2026-04-01T00:00:00Z" } ], "north_south_external_egress": [ { "bytes": 120000000000000, "direction": "egress", "end_time": "2026-05-01T00:00:00Z", "flow_count": 120000, "start_time": "2026-04-01T00:00:00Z" } ], "object_storage_operation_counts": [ { "bytes": 820000000000000, "end_time": "2026-04-07T00:45:00Z", "object_count": 3486, "object_count_type": "distinct_objects", "operation_count": 9200, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-04-07T00:00:00Z" }, { "bytes": 820000000000000, "end_time": "2026-04-13T00:45:00Z", "object_count": 3486, "object_count_type": "distinct_objects", "operation_count": 9200, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-04-13T00:00:00Z" }, { "bytes": 820000000000000, "end_time": "2026-04-19T00:45:00Z", "object_count": 3486, "object_count_type": "distinct_objects", "operation_count": 9200, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-04-19T00:00:00Z" } ], "scaleout_fabric_domain_graph": [ { "link_bandwidth_gbps": 800, "link_count": 32768, "node_count": 1024, "scaleout_fabric_type": "synthetic_low_latency_fabric", "switch_count": 128, "valid_from": "2026-04-01T00:00:00Z", "valid_to": "2026-05-01T00:00:00Z" } ], "scaleout_port_tx_rx_bytes_packets": [ { "rx_bytes": 8600000000000000, "rx_packets": 860000000, "sample_time": "2026-04-16T00:00:00Z", "tx_bytes": 8600000000000000, "tx_packets": 860000000 } ], "storage_write_operation_bytes": [ { "end_time": "2026-04-07T00:45:00Z", "start_time": "2026-04-07T00:00:00Z", "write_bytes": 820000000000000, "write_operation_count": 9200 }, { "end_time": "2026-04-13T00:45:00Z", "start_time": "2026-04-13T00:00:00Z", "write_bytes": 820000000000000, "write_operation_count": 9200 }, { "end_time": "2026-04-19T00:45:00Z", "start_time": "2026-04-19T00:00:00Z", "write_bytes": 820000000000000, "write_operation_count": 9200 } ], "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ { "engine_scope": "all_accelerators", "sample_time": "2026-04-16T00:00:00Z", "value": 0.91 } ] }, "scenario_key": "A_clean_threshold_training", "scenario_name": "Clean threshold-scale training-like run", "scope": "site_a_clean_training/accelerator_pool", "site_id": "site_a_clean_training" }, { "audit_window": { "end": "2026-04-06T00:00:00Z", "start": "2026-04-03T00:00:00Z" }, "caveats": [ "capacity is live but limited, so the negative claim depends on primary and identity-shape coverage" ], "coverage": { "achieved_ops": 0.94, "activity": 0.94, "attribution": 0.92, "benchmark_hpc": 0.9, "capacity": 0.82, "clock_alignment": 0.93, "fabric": 0.92, "identity_shape": 0.92, "scope_mapping": 0.94, "serving": 0.9, "storage": 0.92, "storage_operations": 0.9 }, "expected": { "A_capacity_gate_label": "capacity_limited_but_not_ruled_out", "B_training_candidate_detection_labels": [], "C_discrepancy_and_explanation_review_labels": [ "negative_screen_coverage_sufficient" ], "capacity_short_circuit": false, "final_route": "no_training_like_candidate_detected_in_covered_live_segment" }, "expected_algorithm_outputs": { "aggregation_outputs": { "A_capacity_gate": [ "capacity_limited_but_not_ruled_out" ], "B_training_candidate_detection": [], "C_discrepancy_and_explanation_review": [ "negative_screen_coverage_sufficient" ], "final_claim_routing": [ "no_training_like_candidate_detected_in_covered_live_segment" ] }, "derived_signal_checks": { "achieved_operations": 0.0, "activity_score": 0.08, "capacity_upper_bound_operations": 4.2467328e+22, "checkpoint_score": 0.0, "fabric_cadence_score": 0.05 }, "final_route": "no_training_like_candidate_detected_in_covered_live_segment", "minimal_sparse_labels": [ "accelerator_count_threshold_capacity_screen", "peak_rate_capacity_screen", "threshold_scale_capacity_not_supported_sparse" ] }, "normalized_signals": { "achieved_operations": 0.0, "achieved_operations_unit_normalized": true, "activity_duration_seconds": 259200, "activity_fabric_overlap_fraction": 0.0, "activity_score": 0.05, "attribution_overlap_fraction": 1.0, "benchmark_duration_seconds": 259200, "benchmark_regularity_score": 0.0, "bytes_explained_fraction": 0.0, "capacity_adjustment_factor": 1.0, "checkpoint_activity_adjacency_fraction": 0.0, "checkpoint_burst_count": 0, "checkpoint_periodicity_score": 0.0, "collective_cadence_score": 0.05, "health_throttle_conflict": false, "hidden_or_unmonitored_capacity_possible": false, "hpc_mpi_score": 0.0, "hpc_overlap_fraction": 0.0, "non_serving_score": 0.85, "participant_count": 0, "physical_timeline_conflict": false, "power_activity_conflict": false, "serving_activity_overlap_fraction": 0.0, "serving_counterevidence_score": 0.15000000000000002, "storage_operation_overlap_fraction": 0.0, "topology_route_conflict": false }, "operator_context": { "operator_type": "synthetic_monitored_operator", "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", "trust_tier": "synthetic_operator_signed" }, "raw_features": { "accelerator_busy_or_utilization_fraction": [ { "sample_time": "2026-04-04T12:00:00Z", "value": 0.05 } ], "accelerator_count_by_family_sku": [ { "accelerator_family": "SYN", "accelerator_sku": "SYN-ACCEL", "count": 1024, "form_factor": "synthetic_module", "memory_class": "synthetic_high_bandwidth", "valid_from": "2026-04-03T00:00:00Z", "valid_to": "2026-04-06T00:00:00Z" } ], "advertised_peak_rate_by_precision": [ { "peak_rate": 160000000000000.0, "precision_or_mode": "synthetic_tensor_ops", "valid_from": "2026-04-03T00:00:00Z", "valid_to": "2026-04-06T00:00:00Z" } ], "electrical_service_status_intervals": [ { "end_time": "2026-04-06T00:00:00Z", "service_capacity_mva": 1.024, "service_capacity_mw": 0.9216, "service_class": "synthetic_datacenter_service", "service_status": "energized", "service_voltage_kv": 34.5, "start_time": "2026-04-03T00:00:00Z" } ], "fabric_port_device_sample_counters": [ { "counter_name": "collective_cadence_score", "counter_unit": "score_0_to_1", "counter_value": 0.05, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-04T12:00:00Z" }, { "counter_name": "participant_count", "counter_unit": "accelerators", "counter_value": 0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-04T12:00:00Z" }, { "counter_name": "regularity_score", "counter_unit": "score_0_to_1", "counter_value": 0.0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-04T12:00:00Z" } ], "load_balancer_gateway_flow_activity": [ { "bytes": 150000000000000, "connection_count": 1500000, "end_time": "2026-04-06T00:00:00Z", "start_time": "2026-04-03T00:00:00Z" } ], "north_south_external_egress": [ { "bytes": 150000000000000, "direction": "egress", "end_time": "2026-04-06T00:00:00Z", "flow_count": 150000, "start_time": "2026-04-03T00:00:00Z" } ], "scaleout_fabric_domain_graph": [ { "link_bandwidth_gbps": 800, "link_count": 4096, "node_count": 128, "scaleout_fabric_type": "synthetic_low_latency_fabric", "switch_count": 16, "valid_from": "2026-04-03T00:00:00Z", "valid_to": "2026-04-06T00:00:00Z" } ], "scaleout_port_tx_rx_bytes_packets": [ { "rx_bytes": 500000000000000, "rx_packets": 50000000, "sample_time": "2026-04-04T12:00:00Z", "tx_bytes": 500000000000000, "tx_packets": 50000000 } ], "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ { "engine_scope": "all_accelerators", "sample_time": "2026-04-04T12:00:00Z", "value": 0.08 } ] }, "scenario_key": "B_covered_negative", "scenario_name": "Clean covered negative", "scope": "site_b_covered_negative/accelerator_pool", "site_id": "site_b_covered_negative" }, { "audit_window": { "end": "2026-04-12T00:00:00Z", "start": "2026-04-05T00:00:00Z" }, "caveats": [ "rule-out applies only to the monitored scope/window, hidden capacity remains outside the claim" ], "coverage": { "achieved_ops": 0.94, "activity": 0.94, "attribution": 0.92, "benchmark_hpc": 0.9, "capacity": 0.97, "clock_alignment": 0.93, "fabric": 0.92, "identity_shape": 0.92, "scope_mapping": 0.94, "serving": 0.9, "storage": 0.92, "storage_operations": 0.9 }, "expected": { "A_capacity_gate_label": "capacity_ruled_out_for_scope", "B_training_candidate_detection_labels": [], "C_discrepancy_and_explanation_review_labels": [], "capacity_short_circuit": true, "final_route": "capacity_ruled_out_for_scope" }, "expected_algorithm_outputs": { "aggregation_outputs": { "A_capacity_gate": [ "capacity_ruled_out_for_scope" ], "B_training_candidate_detection": [], "C_discrepancy_and_explanation_review": [], "final_claim_routing": [ "capacity_ruled_out_for_scope" ] }, "derived_signal_checks": { "achieved_operations": 0.0, "activity_score": 0.0, "capacity_upper_bound_operations": 1.548288e+22, "checkpoint_score": 0.0, "fabric_cadence_score": 0.0 }, "final_route": "capacity_ruled_out_for_scope", "minimal_sparse_labels": [ "accelerator_count_threshold_capacity_screen", "peak_rate_capacity_screen", "threshold_scale_capacity_not_supported_sparse" ] }, "normalized_signals": { "achieved_operations": 0.0, "achieved_operations_unit_normalized": true, "activity_duration_seconds": 604800, "activity_fabric_overlap_fraction": 0.0, "activity_score": 0.0, "attribution_overlap_fraction": 1.0, "benchmark_duration_seconds": 604800, "benchmark_regularity_score": 0.0, "bytes_explained_fraction": 0.0, "capacity_adjustment_factor": 1.0, "checkpoint_activity_adjacency_fraction": 0.0, "checkpoint_burst_count": 0, "checkpoint_periodicity_score": 0.0, "collective_cadence_score": 0.0, "health_throttle_conflict": false, "hidden_or_unmonitored_capacity_possible": false, "hpc_mpi_score": 0.0, "hpc_overlap_fraction": 0.0, "non_serving_score": 0.85, "participant_count": 0, "physical_timeline_conflict": false, "power_activity_conflict": false, "serving_activity_overlap_fraction": 0.0, "serving_counterevidence_score": 0.15000000000000002, "storage_operation_overlap_fraction": 0.0, "topology_route_conflict": false }, "operator_context": { "operator_type": "synthetic_monitored_operator", "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", "trust_tier": "synthetic_operator_signed" }, "raw_features": { "accelerator_count_by_family_sku": [ { "accelerator_family": "SYN", "accelerator_sku": "SYN-ACCEL", "count": 256, "form_factor": "synthetic_module", "memory_class": "synthetic_high_bandwidth", "valid_from": "2026-04-05T00:00:00Z", "valid_to": "2026-04-12T00:00:00Z" } ], "advertised_peak_rate_by_precision": [ { "peak_rate": 100000000000000.0, "precision_or_mode": "synthetic_tensor_ops", "valid_from": "2026-04-05T00:00:00Z", "valid_to": "2026-04-12T00:00:00Z" } ], "electrical_service_status_intervals": [ { "end_time": "2026-04-12T00:00:00Z", "service_capacity_mva": 0.256, "service_capacity_mw": 0.2304, "service_class": "synthetic_datacenter_service", "service_status": "energized", "service_voltage_kv": 34.5, "start_time": "2026-04-05T00:00:00Z" } ], "load_balancer_gateway_flow_activity": [ { "bytes": 150000000000000, "connection_count": 1500000, "end_time": "2026-04-12T00:00:00Z", "start_time": "2026-04-05T00:00:00Z" } ], "north_south_external_egress": [ { "bytes": 150000000000000, "direction": "egress", "end_time": "2026-04-12T00:00:00Z", "flow_count": 150000, "start_time": "2026-04-05T00:00:00Z" } ], "scaleout_fabric_domain_graph": [ { "link_bandwidth_gbps": 800, "link_count": 1024, "node_count": 32, "scaleout_fabric_type": "synthetic_low_latency_fabric", "switch_count": 4, "valid_from": "2026-04-05T00:00:00Z", "valid_to": "2026-04-12T00:00:00Z" } ] }, "scenario_key": "C_capacity_ruled_out", "scenario_name": "Capacity ruled out", "scope": "site_c_capacity_ruleout/accelerator_pool", "site_id": "site_c_capacity_ruleout" }, { "audit_window": { "end": "2026-05-07T00:00:00Z", "start": "2026-04-07T00:00:00Z" }, "caveats": [ "missing primary activity and identity-shape coverage blocks the no-candidate conclusion" ], "coverage": { "achieved_ops": 0.94, "activity": 0.42, "attribution": 0.92, "benchmark_hpc": 0.9, "capacity": 0.65, "clock_alignment": 0.91, "fabric": 0.38, "identity_shape": 0.4, "scope_mapping": 0.93, "serving": 0.9, "storage": 0.44, "storage_operations": 0.9 }, "expected": { "A_capacity_gate_label": "capacity_possible_for_scope", "B_training_candidate_detection_labels": [], "C_discrepancy_and_explanation_review_labels": [ "negative_screen_blocked_by_missingness", "inconclusive_due_to_missingness" ], "capacity_short_circuit": false, "final_route": "inconclusive_due_to_missingness" }, "expected_algorithm_outputs": { "aggregation_outputs": { "A_capacity_gate": [ "capacity_possible_for_scope" ], "B_training_candidate_detection": [], "C_discrepancy_and_explanation_review": [ "negative_screen_blocked_by_missingness", "inconclusive_due_to_missingness" ], "final_claim_routing": [ "inconclusive_due_to_missingness" ] }, "derived_signal_checks": { "achieved_operations": 0.0, "activity_score": 0.07, "capacity_upper_bound_operations": 2.1233664e+25, "checkpoint_score": 0.0, "fabric_cadence_score": 0.0 }, "final_route": "inconclusive_due_to_missingness", "minimal_sparse_labels": [ "accelerator_count_threshold_capacity_screen", "peak_rate_capacity_screen", "threshold_scale_capacity_possible" ] }, "normalized_signals": { "achieved_operations": 0.0, "achieved_operations_unit_normalized": true, "activity_duration_seconds": 2592000, "activity_fabric_overlap_fraction": 0.0, "activity_score": 0.04, "attribution_overlap_fraction": 1.0, "benchmark_duration_seconds": 2592000, "benchmark_regularity_score": 0.0, "bytes_explained_fraction": 0.0, "capacity_adjustment_factor": 1.0, "checkpoint_activity_adjacency_fraction": 0.0, "checkpoint_burst_count": 0, "checkpoint_periodicity_score": 0.0, "collective_cadence_score": 0.0, "health_throttle_conflict": false, "hidden_or_unmonitored_capacity_possible": false, "hpc_mpi_score": 0.0, "hpc_overlap_fraction": 0.0, "non_serving_score": 0.85, "participant_count": 0, "physical_timeline_conflict": false, "power_activity_conflict": false, "serving_activity_overlap_fraction": 0.0, "serving_counterevidence_score": 0.15000000000000002, "storage_operation_overlap_fraction": 0.0, "topology_route_conflict": false }, "operator_context": { "operator_type": "synthetic_monitored_operator", "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", "trust_tier": "synthetic_operator_signed" }, "raw_features": { "accelerator_busy_or_utilization_fraction": [ { "sample_time": "2026-04-22T00:00:00Z", "value": 0.04 } ], "accelerator_count_by_family_sku": [ { "accelerator_family": "SYN", "accelerator_sku": "SYN-ACCEL", "count": 4096, "form_factor": "synthetic_module", "memory_class": "synthetic_high_bandwidth", "valid_from": "2026-04-07T00:00:00Z", "valid_to": "2026-05-07T00:00:00Z" } ], "advertised_peak_rate_by_precision": [ { "peak_rate": 2000000000000000.0, "precision_or_mode": "synthetic_tensor_ops", "valid_from": "2026-04-07T00:00:00Z", "valid_to": "2026-05-07T00:00:00Z" } ], "electrical_service_status_intervals": [ { "end_time": "2026-05-07T00:00:00Z", "service_capacity_mva": 4.096, "service_capacity_mw": 3.6864, "service_class": "synthetic_datacenter_service", "service_status": "energized", "service_voltage_kv": 34.5, "start_time": "2026-04-07T00:00:00Z" } ], "load_balancer_gateway_flow_activity": [ { "bytes": 150000000000000, "connection_count": 1500000, "end_time": "2026-05-07T00:00:00Z", "start_time": "2026-04-07T00:00:00Z" } ], "north_south_external_egress": [ { "bytes": 150000000000000, "direction": "egress", "end_time": "2026-05-07T00:00:00Z", "flow_count": 150000, "start_time": "2026-04-07T00:00:00Z" } ], "scaleout_fabric_domain_graph": [ { "link_bandwidth_gbps": 800, "link_count": 16384, "node_count": 512, "scaleout_fabric_type": "synthetic_low_latency_fabric", "switch_count": 64, "valid_from": "2026-04-07T00:00:00Z", "valid_to": "2026-05-07T00:00:00Z" } ], "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ { "engine_scope": "all_accelerators", "sample_time": "2026-04-22T00:00:00Z", "value": 0.07 } ] }, "scenario_key": "D_missingness_blocks_negative_screen", "scenario_name": "Missingness blocks negative screen", "scope": "site_d_missing_negative_screen/accelerator_pool", "site_id": "site_d_missing_negative_screen" }, { "audit_window": { "end": "2026-05-09T00:00:00Z", "start": "2026-04-09T00:00:00Z" }, "caveats": [ "checkpoint-like writes are explained by an overlapping backup operation" ], "coverage": { "achieved_ops": 0.94, "activity": 0.94, "attribution": 0.92, "benchmark_hpc": 0.9, "capacity": 0.96, "clock_alignment": 0.93, "fabric": 0.92, "identity_shape": 0.92, "scope_mapping": 0.94, "serving": 0.9, "storage": 0.92, "storage_operations": 0.9 }, "expected": { "A_capacity_gate_label": "capacity_possible_for_scope", "B_training_candidate_detection_labels": [ "checkpoint_training_like_candidate" ], "C_discrepancy_and_explanation_review_labels": [ "candidate_explained_by_storage_operation" ], "capacity_short_circuit": false, "final_route": "candidate_explained_or_demoted" }, "expected_algorithm_outputs": { "aggregation_outputs": { "A_capacity_gate": [ "capacity_possible_for_scope" ], "B_training_candidate_detection": [ "checkpoint_training_like_candidate" ], "C_discrepancy_and_explanation_review": [ "candidate_explained_by_storage_operation" ], "final_claim_routing": [ "candidate_explained_or_demoted" ] }, "derived_signal_checks": { "achieved_operations": 2.5e+24, "activity_score": 0.79, "capacity_upper_bound_operations": 2.1233664e+25, "checkpoint_score": 0.84, "fabric_cadence_score": 0.15 }, "final_route": "candidate_explained_or_demoted", "minimal_sparse_labels": [ "accelerator_count_threshold_capacity_screen", "peak_rate_capacity_screen", "threshold_scale_capacity_possible", "accelerator_activity_screen", "checkpoint_like_training_candidate", "non_serving_accelerator_compute_candidate", "storage_operation_explanation_screen" ] }, "normalized_signals": { "achieved_operations": 2.5e+24, "achieved_operations_unit_normalized": true, "activity_duration_seconds": 2592000, "activity_fabric_overlap_fraction": 0.0, "activity_score": 0.76, "attribution_overlap_fraction": 1.0, "benchmark_duration_seconds": 2592000, "benchmark_regularity_score": 0.0, "bytes_explained_fraction": 0.88, "capacity_adjustment_factor": 1.0, "checkpoint_activity_adjacency_fraction": 0.78, "checkpoint_burst_count": 5, "checkpoint_periodicity_score": 0.84, "collective_cadence_score": 0.15, "health_throttle_conflict": false, "hidden_or_unmonitored_capacity_possible": false, "hpc_mpi_score": 0.0, "hpc_overlap_fraction": 0.0, "non_serving_score": 0.8, "participant_count": 0, "physical_timeline_conflict": false, "power_activity_conflict": false, "serving_activity_overlap_fraction": 0.0, "serving_counterevidence_score": 0.19999999999999996, "storage_operation_overlap_fraction": 0.92, "topology_route_conflict": false }, "operator_context": { "operator_type": "synthetic_monitored_operator", "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", "trust_tier": "synthetic_operator_signed" }, "raw_features": { "accelerator_busy_or_utilization_fraction": [ { "sample_time": "2026-04-24T00:00:00Z", "value": 0.76 } ], "accelerator_compute_billing_usage_intervals": [ { "accelerator_shape_or_sku": "SYN-ACCEL", "billing_usage_type": "synthetic_running_accelerator_usage", "end_time": "2026-05-09T00:00:00Z", "start_time": "2026-04-09T00:00:00Z", "usage_quantity": 8066304000.0, "usage_unit": "accelerator_seconds" } ], "accelerator_count_by_family_sku": [ { "accelerator_family": "SYN", "accelerator_sku": "SYN-ACCEL", "count": 4096, "form_factor": "synthetic_module", "memory_class": "synthetic_high_bandwidth", "valid_from": "2026-04-09T00:00:00Z", "valid_to": "2026-05-09T00:00:00Z" } ], "advertised_peak_rate_by_precision": [ { "peak_rate": 2000000000000000.0, "precision_or_mode": "synthetic_tensor_ops", "valid_from": "2026-04-09T00:00:00Z", "valid_to": "2026-05-09T00:00:00Z" } ], "allocated_accelerator_count_by_sku": [ { "accelerator_profile": "full", "accelerator_sku": "SYN-ACCEL", "count": 3112, "end_time": "2026-05-09T00:00:00Z", "partition_scope": "accelerator_pool", "start_time": "2026-04-09T00:00:00Z" } ], "compute_running_intervals": [ { "accelerator_count": 3112, "accelerator_shape_or_sku": "SYN-ACCEL", "compute_resource_state": "running", "end_time": "2026-05-09T00:00:00Z", "start_time": "2026-04-09T00:00:00Z" } ], "electrical_service_status_intervals": [ { "end_time": "2026-05-09T00:00:00Z", "service_capacity_mva": 4.096, "service_capacity_mw": 3.6864, "service_class": "synthetic_datacenter_service", "service_status": "energized", "service_voltage_kv": 34.5, "start_time": "2026-04-09T00:00:00Z" } ], "fabric_port_device_sample_counters": [ { "counter_name": "collective_cadence_score", "counter_unit": "score_0_to_1", "counter_value": 0.15, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-24T00:00:00Z" }, { "counter_name": "participant_count", "counter_unit": "accelerators", "counter_value": 0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-24T00:00:00Z" }, { "counter_name": "regularity_score", "counter_unit": "score_0_to_1", "counter_value": 0.0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-24T00:00:00Z" } ], "generic_achieved_operation_rate": [ { "counter_scope": "accelerator_pool", "operation_rate": 9.645061728395063e+17, "operation_unit": "synthetic_normalized_operations", "sample_time": "2026-04-24T00:00:00Z" } ], "load_balancer_gateway_flow_activity": [ { "bytes": 199999999999999, "connection_count": 1999999, "end_time": "2026-05-09T00:00:00Z", "start_time": "2026-04-09T00:00:00Z" } ], "north_south_external_egress": [ { "bytes": 199999999999999, "direction": "egress", "end_time": "2026-05-09T00:00:00Z", "flow_count": 199999, "start_time": "2026-04-09T00:00:00Z" } ], "object_storage_operation_counts": [ { "bytes": 840000000000000, "end_time": "2026-04-13T07:36:25.714286Z", "object_count": 3568, "object_count_type": "distinct_objects", "operation_count": 9400, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-04-13T06:51:25.714286Z" }, { "bytes": 840000000000000, "end_time": "2026-04-17T14:27:51.428571Z", "object_count": 3568, "object_count_type": "distinct_objects", "operation_count": 9400, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-04-17T13:42:51.428571Z" }, { "bytes": 840000000000000, "end_time": "2026-04-21T21:19:17.142857Z", "object_count": 3568, "object_count_type": "distinct_objects", "operation_count": 9400, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-04-21T20:34:17.142857Z" }, { "bytes": 840000000000000, "end_time": "2026-04-26T04:10:42.857143Z", "object_count": 3568, "object_count_type": "distinct_objects", "operation_count": 9400, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-04-26T03:25:42.857143Z" }, { "bytes": 840000000000000, "end_time": "2026-04-30T11:02:08.571429Z", "object_count": 3568, "object_count_type": "distinct_objects", "operation_count": 9400, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-04-30T10:17:08.571429Z" } ], "scaleout_fabric_domain_graph": [ { "link_bandwidth_gbps": 800, "link_count": 16384, "node_count": 512, "scaleout_fabric_type": "synthetic_low_latency_fabric", "switch_count": 64, "valid_from": "2026-04-09T00:00:00Z", "valid_to": "2026-05-09T00:00:00Z" } ], "scaleout_port_tx_rx_bytes_packets": [ { "rx_bytes": 1500000000000000, "rx_packets": 150000000, "sample_time": "2026-04-24T00:00:00Z", "tx_bytes": 1500000000000000, "tx_packets": 150000000 } ], "storage_operation_intervals": [ { "bytes_moved": 8800000000000000, "end_time": "2026-05-09T00:00:00Z", "operation_type": "backup", "start_time": "2026-04-09T00:00:00Z" } ], "storage_write_operation_bytes": [ { "end_time": "2026-04-13T07:36:25.714286Z", "start_time": "2026-04-13T06:51:25.714286Z", "write_bytes": 840000000000000, "write_operation_count": 9400 }, { "end_time": "2026-04-17T14:27:51.428571Z", "start_time": "2026-04-17T13:42:51.428571Z", "write_bytes": 840000000000000, "write_operation_count": 9400 }, { "end_time": "2026-04-21T21:19:17.142857Z", "start_time": "2026-04-21T20:34:17.142857Z", "write_bytes": 840000000000000, "write_operation_count": 9400 }, { "end_time": "2026-04-26T04:10:42.857143Z", "start_time": "2026-04-26T03:25:42.857143Z", "write_bytes": 840000000000000, "write_operation_count": 9400 }, { "end_time": "2026-04-30T11:02:08.571429Z", "start_time": "2026-04-30T10:17:08.571429Z", "write_bytes": 840000000000000, "write_operation_count": 9400 } ], "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ { "engine_scope": "all_accelerators", "sample_time": "2026-04-24T00:00:00Z", "value": 0.79 } ] }, "scenario_key": "E_storage_operation_explains_checkpoint", "scenario_name": "Storage operation explains checkpoint-like candidate", "scope": "site_e_storage_explains_checkpoint/accelerator_pool", "site_id": "site_e_storage_explains_checkpoint" }, { "audit_window": { "end": "2026-05-11T00:00:00Z", "start": "2026-04-11T00:00:00Z" }, "caveats": [ "large compute and activity are demoted by serving-like traffic shape" ], "coverage": { "achieved_ops": 0.94, "activity": 0.94, "attribution": 0.92, "benchmark_hpc": 0.9, "capacity": 0.96, "clock_alignment": 0.93, "fabric": 0.92, "identity_shape": 0.92, "scope_mapping": 0.94, "serving": 0.9, "storage": 0.92, "storage_operations": 0.9 }, "expected": { "A_capacity_gate_label": "capacity_possible_for_scope", "B_training_candidate_detection_labels": [ "large_compute_candidate" ], "C_discrepancy_and_explanation_review_labels": [ "candidate_explained_by_serving" ], "capacity_short_circuit": false, "final_route": "candidate_explained_or_demoted" }, "expected_algorithm_outputs": { "aggregation_outputs": { "A_capacity_gate": [ "capacity_possible_for_scope" ], "B_training_candidate_detection": [ "large_compute_candidate" ], "C_discrepancy_and_explanation_review": [ "candidate_explained_by_serving" ], "final_claim_routing": [ "candidate_explained_or_demoted" ] }, "derived_signal_checks": { "achieved_operations": 1.08e+25, "activity_score": 0.85, "capacity_upper_bound_operations": 2.1233664e+25, "checkpoint_score": 0.1, "fabric_cadence_score": 0.2 }, "final_route": "candidate_explained_or_demoted", "minimal_sparse_labels": [ "accelerator_count_threshold_capacity_screen", "peak_rate_capacity_screen", "threshold_scale_capacity_possible", "accelerator_activity_screen", "large_compute_candidate", "serving_like_counterevidence_screen" ] }, "normalized_signals": { "achieved_operations": 1.08e+25, "achieved_operations_unit_normalized": true, "activity_duration_seconds": 2592000, "activity_fabric_overlap_fraction": 0.0, "activity_score": 0.82, "attribution_overlap_fraction": 1.0, "benchmark_duration_seconds": 2592000, "benchmark_regularity_score": 0.0, "bytes_explained_fraction": 0.0, "capacity_adjustment_factor": 1.0, "checkpoint_activity_adjacency_fraction": 0.0, "checkpoint_burst_count": 3, "checkpoint_periodicity_score": 0.1, "collective_cadence_score": 0.2, "health_throttle_conflict": false, "hidden_or_unmonitored_capacity_possible": false, "hpc_mpi_score": 0.0, "hpc_overlap_fraction": 0.0, "non_serving_score": 0.08, "participant_count": 0, "physical_timeline_conflict": false, "power_activity_conflict": false, "serving_activity_overlap_fraction": 0.87, "serving_counterevidence_score": 0.92, "storage_operation_overlap_fraction": 0.0, "topology_route_conflict": false }, "operator_context": { "operator_type": "synthetic_monitored_operator", "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", "trust_tier": "synthetic_operator_signed" }, "raw_features": { "accelerator_busy_or_utilization_fraction": [ { "sample_time": "2026-04-26T00:00:00Z", "value": 0.82 } ], "accelerator_compute_billing_usage_intervals": [ { "accelerator_shape_or_sku": "SYN-ACCEL", "billing_usage_type": "synthetic_running_accelerator_usage", "end_time": "2026-05-11T00:00:00Z", "start_time": "2026-04-11T00:00:00Z", "usage_quantity": 8703936000.0, "usage_unit": "accelerator_seconds" } ], "accelerator_count_by_family_sku": [ { "accelerator_family": "SYN", "accelerator_sku": "SYN-ACCEL", "count": 4096, "form_factor": "synthetic_module", "memory_class": "synthetic_high_bandwidth", "valid_from": "2026-04-11T00:00:00Z", "valid_to": "2026-05-11T00:00:00Z" } ], "advertised_peak_rate_by_precision": [ { "peak_rate": 2000000000000000.0, "precision_or_mode": "synthetic_tensor_ops", "valid_from": "2026-04-11T00:00:00Z", "valid_to": "2026-05-11T00:00:00Z" } ], "allocated_accelerator_count_by_sku": [ { "accelerator_profile": "full", "accelerator_sku": "SYN-ACCEL", "count": 3358, "end_time": "2026-05-11T00:00:00Z", "partition_scope": "accelerator_pool", "start_time": "2026-04-11T00:00:00Z" } ], "compute_running_intervals": [ { "accelerator_count": 3358, "accelerator_shape_or_sku": "SYN-ACCEL", "compute_resource_state": "running", "end_time": "2026-05-11T00:00:00Z", "start_time": "2026-04-11T00:00:00Z" } ], "electrical_service_status_intervals": [ { "end_time": "2026-05-11T00:00:00Z", "service_capacity_mva": 4.096, "service_capacity_mw": 3.6864, "service_class": "synthetic_datacenter_service", "service_status": "energized", "service_voltage_kv": 34.5, "start_time": "2026-04-11T00:00:00Z" } ], "fabric_port_device_sample_counters": [ { "counter_name": "collective_cadence_score", "counter_unit": "score_0_to_1", "counter_value": 0.2, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-26T00:00:00Z" }, { "counter_name": "participant_count", "counter_unit": "accelerators", "counter_value": 0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-26T00:00:00Z" }, { "counter_name": "regularity_score", "counter_unit": "score_0_to_1", "counter_value": 0.0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-26T00:00:00Z" } ], "generic_achieved_operation_rate": [ { "counter_scope": "accelerator_pool", "operation_rate": 4.1666666666666665e+18, "operation_unit": "synthetic_normalized_operations", "sample_time": "2026-04-26T00:00:00Z" } ], "load_balancer_gateway_flow_activity": [ { "bytes": 920000000000000, "connection_count": 9200000, "end_time": "2026-05-11T00:00:00Z", "start_time": "2026-04-11T00:00:00Z" } ], "north_south_external_egress": [ { "bytes": 920000000000000, "direction": "egress", "end_time": "2026-05-11T00:00:00Z", "flow_count": 920000, "start_time": "2026-04-11T00:00:00Z" } ], "object_storage_operation_counts": [ { "bytes": 100000000000000, "end_time": "2026-04-17T00:45:00Z", "object_count": 537, "object_count_type": "distinct_objects", "operation_count": 2000, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-04-17T00:00:00Z" }, { "bytes": 100000000000000, "end_time": "2026-04-23T00:45:00Z", "object_count": 537, "object_count_type": "distinct_objects", "operation_count": 2000, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-04-23T00:00:00Z" }, { "bytes": 100000000000000, "end_time": "2026-04-29T00:45:00Z", "object_count": 537, "object_count_type": "distinct_objects", "operation_count": 2000, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-04-29T00:00:00Z" } ], "scaleout_fabric_domain_graph": [ { "link_bandwidth_gbps": 800, "link_count": 16384, "node_count": 512, "scaleout_fabric_type": "synthetic_low_latency_fabric", "switch_count": 64, "valid_from": "2026-04-11T00:00:00Z", "valid_to": "2026-05-11T00:00:00Z" } ], "scaleout_port_tx_rx_bytes_packets": [ { "rx_bytes": 2000000000000000, "rx_packets": 200000000, "sample_time": "2026-04-26T00:00:00Z", "tx_bytes": 2000000000000000, "tx_packets": 200000000 } ], "storage_write_operation_bytes": [ { "end_time": "2026-04-17T00:45:00Z", "start_time": "2026-04-17T00:00:00Z", "write_bytes": 100000000000000, "write_operation_count": 2000 }, { "end_time": "2026-04-23T00:45:00Z", "start_time": "2026-04-23T00:00:00Z", "write_bytes": 100000000000000, "write_operation_count": 2000 }, { "end_time": "2026-04-29T00:45:00Z", "start_time": "2026-04-29T00:00:00Z", "write_bytes": 100000000000000, "write_operation_count": 2000 } ], "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ { "engine_scope": "all_accelerators", "sample_time": "2026-04-26T00:00:00Z", "value": 0.85 } ] }, "scenario_key": "F_serving_inference_counterevidence", "scenario_name": "Serving or inference-like counterevidence", "scope": "site_f_serving_counterevidence/accelerator_pool", "site_id": "site_f_serving_counterevidence" }, { "audit_window": { "end": "2026-05-13T00:00:00Z", "start": "2026-04-13T00:00:00Z" }, "caveats": [ "fabric-heavy collective behavior is benchmark/HPC-like" ], "coverage": { "achieved_ops": 0.94, "activity": 0.94, "attribution": 0.92, "benchmark_hpc": 0.9, "capacity": 0.96, "clock_alignment": 0.93, "fabric": 0.92, "identity_shape": 0.92, "scope_mapping": 0.94, "serving": 0.9, "storage": 0.92, "storage_operations": 0.9 }, "expected": { "A_capacity_gate_label": "capacity_possible_for_scope", "B_training_candidate_detection_labels": [ "distributed_training_like_candidate" ], "C_discrepancy_and_explanation_review_labels": [ "candidate_benchmark_like", "candidate_hpc_mpi_alternative" ], "capacity_short_circuit": false, "final_route": "candidate_explained_or_demoted" }, "expected_algorithm_outputs": { "aggregation_outputs": { "A_capacity_gate": [ "capacity_possible_for_scope" ], "B_training_candidate_detection": [ "distributed_training_like_candidate" ], "C_discrepancy_and_explanation_review": [ "candidate_benchmark_like", "candidate_hpc_mpi_alternative" ], "final_claim_routing": [ "candidate_explained_or_demoted" ] }, "derived_signal_checks": { "achieved_operations": 4.2e+24, "activity_score": 0.89, "capacity_upper_bound_operations": 2.1233664e+25, "checkpoint_score": 0.05, "fabric_cadence_score": 0.89 }, "final_route": "candidate_explained_or_demoted", "minimal_sparse_labels": [ "accelerator_count_threshold_capacity_screen", "peak_rate_capacity_screen", "threshold_scale_capacity_possible", "accelerator_activity_screen", "collective_like_training_candidate", "non_serving_accelerator_compute_candidate", "benchmark_or_hpc_alternative_screen" ] }, "normalized_signals": { "achieved_operations": 4.2e+24, "achieved_operations_unit_normalized": true, "activity_duration_seconds": 2592000, "activity_fabric_overlap_fraction": 0.82, "activity_score": 0.86, "attribution_overlap_fraction": 1.0, "benchmark_duration_seconds": 5400, "benchmark_regularity_score": 0.94, "bytes_explained_fraction": 0.0, "capacity_adjustment_factor": 1.0, "checkpoint_activity_adjacency_fraction": 0.0, "checkpoint_burst_count": 3, "checkpoint_periodicity_score": 0.05, "collective_cadence_score": 0.89, "health_throttle_conflict": false, "hidden_or_unmonitored_capacity_possible": false, "hpc_mpi_score": 0.82, "hpc_overlap_fraction": 0.86, "non_serving_score": 0.82, "participant_count": 3072, "physical_timeline_conflict": false, "power_activity_conflict": false, "serving_activity_overlap_fraction": 0.0, "serving_counterevidence_score": 0.18000000000000005, "storage_operation_overlap_fraction": 0.0, "topology_route_conflict": false }, "operator_context": { "operator_type": "synthetic_monitored_operator", "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", "trust_tier": "synthetic_operator_signed" }, "raw_features": { "accelerator_busy_or_utilization_fraction": [ { "sample_time": "2026-04-28T00:00:00Z", "value": 0.86 } ], "accelerator_compute_billing_usage_intervals": [ { "accelerator_shape_or_sku": "SYN-ACCEL", "billing_usage_type": "synthetic_running_accelerator_usage", "end_time": "2026-05-13T00:00:00Z", "start_time": "2026-04-13T00:00:00Z", "usage_quantity": 7962624000.0, "usage_unit": "accelerator_seconds" } ], "accelerator_count_by_family_sku": [ { "accelerator_family": "SYN", "accelerator_sku": "SYN-ACCEL", "count": 4096, "form_factor": "synthetic_module", "memory_class": "synthetic_high_bandwidth", "valid_from": "2026-04-13T00:00:00Z", "valid_to": "2026-05-13T00:00:00Z" } ], "advertised_peak_rate_by_precision": [ { "peak_rate": 2000000000000000.0, "precision_or_mode": "synthetic_tensor_ops", "valid_from": "2026-04-13T00:00:00Z", "valid_to": "2026-05-13T00:00:00Z" } ], "allocated_accelerator_count_by_sku": [ { "accelerator_profile": "full", "accelerator_sku": "SYN-ACCEL", "count": 3072, "end_time": "2026-05-13T00:00:00Z", "partition_scope": "accelerator_pool", "start_time": "2026-04-13T00:00:00Z" } ], "compute_running_intervals": [ { "accelerator_count": 3072, "accelerator_shape_or_sku": "SYN-ACCEL", "compute_resource_state": "running", "end_time": "2026-05-13T00:00:00Z", "start_time": "2026-04-13T00:00:00Z" } ], "electrical_service_status_intervals": [ { "end_time": "2026-05-13T00:00:00Z", "service_capacity_mva": 4.096, "service_capacity_mw": 3.6864, "service_class": "synthetic_datacenter_service", "service_status": "energized", "service_voltage_kv": 34.5, "start_time": "2026-04-13T00:00:00Z" } ], "fabric_port_device_sample_counters": [ { "counter_name": "collective_cadence_score", "counter_unit": "score_0_to_1", "counter_value": 0.89, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-28T00:00:00Z" }, { "counter_name": "participant_count", "counter_unit": "accelerators", "counter_value": 3072, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-28T00:00:00Z" }, { "counter_name": "regularity_score", "counter_unit": "score_0_to_1", "counter_value": 0.94, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-28T00:00:00Z" } ], "generic_achieved_operation_rate": [ { "counter_scope": "accelerator_pool", "operation_rate": 1.6203703703703706e+18, "operation_unit": "synthetic_normalized_operations", "sample_time": "2026-04-28T00:00:00Z" } ], "load_balancer_gateway_flow_activity": [ { "bytes": 180000000000000, "connection_count": 1800000, "end_time": "2026-05-13T00:00:00Z", "start_time": "2026-04-13T00:00:00Z" } ], "north_south_external_egress": [ { "bytes": 180000000000000, "direction": "egress", "end_time": "2026-05-13T00:00:00Z", "flow_count": 180000, "start_time": "2026-04-13T00:00:00Z" } ], "object_storage_operation_counts": [ { "bytes": 50000000000000, "end_time": "2026-04-19T00:45:00Z", "object_count": 332, "object_count_type": "distinct_objects", "operation_count": 1500, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-04-19T00:00:00Z" }, { "bytes": 50000000000000, "end_time": "2026-04-25T00:45:00Z", "object_count": 332, "object_count_type": "distinct_objects", "operation_count": 1500, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-04-25T00:00:00Z" }, { "bytes": 50000000000000, "end_time": "2026-05-01T00:45:00Z", "object_count": 332, "object_count_type": "distinct_objects", "operation_count": 1500, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-05-01T00:00:00Z" } ], "scaleout_fabric_domain_graph": [ { "link_bandwidth_gbps": 800, "link_count": 16384, "node_count": 512, "scaleout_fabric_type": "synthetic_low_latency_fabric", "switch_count": 64, "valid_from": "2026-04-13T00:00:00Z", "valid_to": "2026-05-13T00:00:00Z" } ], "scaleout_port_tx_rx_bytes_packets": [ { "rx_bytes": 8900000000000000, "rx_packets": 890000000, "sample_time": "2026-04-28T00:00:00Z", "tx_bytes": 8900000000000000, "tx_packets": 890000000 } ], "storage_write_operation_bytes": [ { "end_time": "2026-04-19T00:45:00Z", "start_time": "2026-04-19T00:00:00Z", "write_bytes": 50000000000000, "write_operation_count": 1500 }, { "end_time": "2026-04-25T00:45:00Z", "start_time": "2026-04-25T00:00:00Z", "write_bytes": 50000000000000, "write_operation_count": 1500 }, { "end_time": "2026-05-01T00:45:00Z", "start_time": "2026-05-01T00:00:00Z", "write_bytes": 50000000000000, "write_operation_count": 1500 } ], "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ { "engine_scope": "all_accelerators", "sample_time": "2026-04-28T00:00:00Z", "value": 0.89 } ] }, "scenario_key": "G_hpc_mpi_benchmark_alternative", "scenario_name": "HPC/MPI or benchmark alternative", "scope": "site_g_hpc_benchmark_alternative/accelerator_pool", "site_id": "site_g_hpc_benchmark_alternative" }, { "audit_window": { "end": "2026-05-15T00:00:00Z", "start": "2026-04-15T00:00:00Z" }, "caveats": [ "achieved-operation claim exceeds cap-adjusted capacity and requires integrity review" ], "coverage": { "achieved_ops": 0.94, "activity": 0.94, "attribution": 0.92, "benchmark_hpc": 0.9, "capacity": 0.96, "clock_alignment": 0.93, "fabric": 0.92, "identity_shape": 0.92, "scope_mapping": 0.94, "serving": 0.9, "storage": 0.92, "storage_operations": 0.9 }, "expected": { "A_capacity_gate_label": "capacity_possible_for_scope", "B_training_candidate_detection_labels": [ "large_compute_candidate" ], "C_discrepancy_and_explanation_review_labels": [ "capacity_claim_conflict", "integrity_review_required" ], "capacity_short_circuit": false, "final_route": "integrity_review_required" }, "expected_algorithm_outputs": { "aggregation_outputs": { "A_capacity_gate": [ "capacity_possible_for_scope" ], "B_training_candidate_detection": [ "large_compute_candidate" ], "C_discrepancy_and_explanation_review": [ "capacity_claim_conflict", "integrity_review_required" ], "final_claim_routing": [ "integrity_review_required" ] }, "derived_signal_checks": { "achieved_operations": 1.35e+25, "activity_score": 0.81, "capacity_upper_bound_operations": 1.0616832e+25, "checkpoint_score": 0.0, "fabric_cadence_score": 0.3 }, "final_route": "integrity_review_required", "minimal_sparse_labels": [ "accelerator_count_threshold_capacity_screen", "peak_rate_capacity_screen", "threshold_scale_capacity_possible", "accelerator_activity_screen", "large_compute_candidate", "non_serving_accelerator_compute_candidate" ] }, "normalized_signals": { "achieved_operations": 1.35e+25, "achieved_operations_unit_normalized": true, "activity_duration_seconds": 2592000, "activity_fabric_overlap_fraction": 0.0, "activity_score": 0.78, "attribution_overlap_fraction": 1.0, "benchmark_duration_seconds": 2592000, "benchmark_regularity_score": 0.0, "bytes_explained_fraction": 0.0, "capacity_adjustment_factor": 1.0, "checkpoint_activity_adjacency_fraction": 0.0, "checkpoint_burst_count": 0, "checkpoint_periodicity_score": 0.0, "collective_cadence_score": 0.3, "health_throttle_conflict": false, "hidden_or_unmonitored_capacity_possible": false, "hpc_mpi_score": 0.0, "hpc_overlap_fraction": 0.0, "non_serving_score": 0.78, "participant_count": 0, "physical_timeline_conflict": false, "power_activity_conflict": false, "serving_activity_overlap_fraction": 0.0, "serving_counterevidence_score": 0.21999999999999997, "storage_operation_overlap_fraction": 0.0, "topology_route_conflict": false }, "operator_context": { "operator_type": "synthetic_monitored_operator", "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", "trust_tier": "synthetic_operator_signed" }, "raw_features": { "accelerator_busy_or_utilization_fraction": [ { "sample_time": "2026-04-30T00:00:00Z", "value": 0.78 } ], "accelerator_compute_billing_usage_intervals": [ { "accelerator_shape_or_sku": "SYN-ACCEL", "billing_usage_type": "synthetic_running_accelerator_usage", "end_time": "2026-05-15T00:00:00Z", "start_time": "2026-04-15T00:00:00Z", "usage_quantity": 4139424000.0, "usage_unit": "accelerator_seconds" } ], "accelerator_count_by_family_sku": [ { "accelerator_family": "SYN", "accelerator_sku": "SYN-ACCEL", "count": 2048, "form_factor": "synthetic_module", "memory_class": "synthetic_high_bandwidth", "valid_from": "2026-04-15T00:00:00Z", "valid_to": "2026-05-15T00:00:00Z" } ], "advertised_peak_rate_by_precision": [ { "peak_rate": 2000000000000000.0, "precision_or_mode": "synthetic_tensor_ops", "valid_from": "2026-04-15T00:00:00Z", "valid_to": "2026-05-15T00:00:00Z" } ], "allocated_accelerator_count_by_sku": [ { "accelerator_profile": "full", "accelerator_sku": "SYN-ACCEL", "count": 1597, "end_time": "2026-05-15T00:00:00Z", "partition_scope": "accelerator_pool", "start_time": "2026-04-15T00:00:00Z" } ], "compute_running_intervals": [ { "accelerator_count": 1597, "accelerator_shape_or_sku": "SYN-ACCEL", "compute_resource_state": "running", "end_time": "2026-05-15T00:00:00Z", "start_time": "2026-04-15T00:00:00Z" } ], "electrical_service_status_intervals": [ { "end_time": "2026-05-15T00:00:00Z", "service_capacity_mva": 2.048, "service_capacity_mw": 1.8432, "service_class": "synthetic_datacenter_service", "service_status": "energized", "service_voltage_kv": 34.5, "start_time": "2026-04-15T00:00:00Z" } ], "fabric_port_device_sample_counters": [ { "counter_name": "collective_cadence_score", "counter_unit": "score_0_to_1", "counter_value": 0.3, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-30T00:00:00Z" }, { "counter_name": "participant_count", "counter_unit": "accelerators", "counter_value": 0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-30T00:00:00Z" }, { "counter_name": "regularity_score", "counter_unit": "score_0_to_1", "counter_value": 0.0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-04-30T00:00:00Z" } ], "generic_achieved_operation_rate": [ { "counter_scope": "accelerator_pool", "operation_rate": 5.208333333333333e+18, "operation_unit": "synthetic_normalized_operations", "sample_time": "2026-04-30T00:00:00Z" } ], "load_balancer_gateway_flow_activity": [ { "bytes": 219999999999999, "connection_count": 2199999, "end_time": "2026-05-15T00:00:00Z", "start_time": "2026-04-15T00:00:00Z" } ], "north_south_external_egress": [ { "bytes": 219999999999999, "direction": "egress", "end_time": "2026-05-15T00:00:00Z", "flow_count": 219999, "start_time": "2026-04-15T00:00:00Z" } ], "scaleout_fabric_domain_graph": [ { "link_bandwidth_gbps": 800, "link_count": 8192, "node_count": 256, "scaleout_fabric_type": "synthetic_low_latency_fabric", "switch_count": 32, "valid_from": "2026-04-15T00:00:00Z", "valid_to": "2026-05-15T00:00:00Z" } ], "scaleout_port_tx_rx_bytes_packets": [ { "rx_bytes": 3000000000000000, "rx_packets": 300000000, "sample_time": "2026-04-30T00:00:00Z", "tx_bytes": 3000000000000000, "tx_packets": 300000000 } ], "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ { "engine_scope": "all_accelerators", "sample_time": "2026-04-30T00:00:00Z", "value": 0.81 } ] }, "scenario_key": "H_capacity_claim_conflict", "scenario_name": "Capacity claim conflict", "scope": "site_h_capacity_claim_conflict/accelerator_pool", "site_id": "site_h_capacity_claim_conflict" }, { "audit_window": { "end": "2026-05-17T00:00:00Z", "start": "2026-04-17T00:00:00Z" }, "caveats": [ "activity attribution channel is covered but lacks allocation/running/billing overlap" ], "coverage": { "achieved_ops": 0.94, "activity": 0.94, "attribution": 0.94, "benchmark_hpc": 0.9, "capacity": 0.96, "clock_alignment": 0.93, "fabric": 0.92, "identity_shape": 0.92, "scope_mapping": 0.94, "serving": 0.9, "storage": 0.92, "storage_operations": 0.9 }, "expected": { "A_capacity_gate_label": "capacity_possible_for_scope", "B_training_candidate_detection_labels": [ "distributed_training_like_candidate" ], "C_discrepancy_and_explanation_review_labels": [ "activity_attribution_conflict", "integrity_review_required" ], "capacity_short_circuit": false, "final_route": "integrity_review_required" }, "expected_algorithm_outputs": { "aggregation_outputs": { "A_capacity_gate": [ "capacity_possible_for_scope" ], "B_training_candidate_detection": [ "distributed_training_like_candidate" ], "C_discrepancy_and_explanation_review": [ "activity_attribution_conflict", "integrity_review_required" ], "final_claim_routing": [ "integrity_review_required" ] }, "derived_signal_checks": { "achieved_operations": 4e+24, "activity_score": 0.91, "capacity_upper_bound_operations": 2.1233664e+25, "checkpoint_score": 0.0, "fabric_cadence_score": 0.74 }, "final_route": "integrity_review_required", "minimal_sparse_labels": [ "accelerator_count_threshold_capacity_screen", "peak_rate_capacity_screen", "threshold_scale_capacity_possible", "accelerator_activity_screen", "collective_like_training_candidate", "non_serving_accelerator_compute_candidate" ] }, "normalized_signals": { "achieved_operations": 4e+24, "achieved_operations_unit_normalized": true, "activity_duration_seconds": 2592000, "activity_fabric_overlap_fraction": 0.82, "activity_score": 0.88, "attribution_overlap_fraction": 0.0, "benchmark_duration_seconds": 2592000, "benchmark_regularity_score": 0.0, "bytes_explained_fraction": 0.0, "capacity_adjustment_factor": 1.0, "checkpoint_activity_adjacency_fraction": 0.0, "checkpoint_burst_count": 0, "checkpoint_periodicity_score": 0.0, "collective_cadence_score": 0.74, "health_throttle_conflict": false, "hidden_or_unmonitored_capacity_possible": false, "hpc_mpi_score": 0.0, "hpc_overlap_fraction": 0.0, "non_serving_score": 0.82, "participant_count": 2048, "physical_timeline_conflict": false, "power_activity_conflict": false, "serving_activity_overlap_fraction": 0.0, "serving_counterevidence_score": 0.18000000000000005, "storage_operation_overlap_fraction": 0.0, "topology_route_conflict": false }, "operator_context": { "operator_type": "synthetic_monitored_operator", "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", "trust_tier": "synthetic_operator_signed" }, "raw_features": { "accelerator_busy_or_utilization_fraction": [ { "sample_time": "2026-05-02T00:00:00Z", "value": 0.88 } ], "accelerator_count_by_family_sku": [ { "accelerator_family": "SYN", "accelerator_sku": "SYN-ACCEL", "count": 4096, "form_factor": "synthetic_module", "memory_class": "synthetic_high_bandwidth", "valid_from": "2026-04-17T00:00:00Z", "valid_to": "2026-05-17T00:00:00Z" } ], "advertised_peak_rate_by_precision": [ { "peak_rate": 2000000000000000.0, "precision_or_mode": "synthetic_tensor_ops", "valid_from": "2026-04-17T00:00:00Z", "valid_to": "2026-05-17T00:00:00Z" } ], "electrical_service_status_intervals": [ { "end_time": "2026-05-17T00:00:00Z", "service_capacity_mva": 4.096, "service_capacity_mw": 3.6864, "service_class": "synthetic_datacenter_service", "service_status": "energized", "service_voltage_kv": 34.5, "start_time": "2026-04-17T00:00:00Z" } ], "fabric_port_device_sample_counters": [ { "counter_name": "collective_cadence_score", "counter_unit": "score_0_to_1", "counter_value": 0.74, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-02T00:00:00Z" }, { "counter_name": "participant_count", "counter_unit": "accelerators", "counter_value": 2048, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-02T00:00:00Z" }, { "counter_name": "regularity_score", "counter_unit": "score_0_to_1", "counter_value": 0.0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-02T00:00:00Z" } ], "generic_achieved_operation_rate": [ { "counter_scope": "accelerator_pool", "operation_rate": 1.5432098765432097e+18, "operation_unit": "synthetic_normalized_operations", "sample_time": "2026-05-02T00:00:00Z" } ], "load_balancer_gateway_flow_activity": [ { "bytes": 180000000000000, "connection_count": 1800000, "end_time": "2026-05-17T00:00:00Z", "start_time": "2026-04-17T00:00:00Z" } ], "north_south_external_egress": [ { "bytes": 180000000000000, "direction": "egress", "end_time": "2026-05-17T00:00:00Z", "flow_count": 180000, "start_time": "2026-04-17T00:00:00Z" } ], "scaleout_fabric_domain_graph": [ { "link_bandwidth_gbps": 800, "link_count": 16384, "node_count": 512, "scaleout_fabric_type": "synthetic_low_latency_fabric", "switch_count": 64, "valid_from": "2026-04-17T00:00:00Z", "valid_to": "2026-05-17T00:00:00Z" } ], "scaleout_port_tx_rx_bytes_packets": [ { "rx_bytes": 7400000000000000, "rx_packets": 740000000, "sample_time": "2026-05-02T00:00:00Z", "tx_bytes": 7400000000000000, "tx_packets": 740000000 } ], "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ { "engine_scope": "all_accelerators", "sample_time": "2026-05-02T00:00:00Z", "value": 0.91 } ] }, "scenario_key": "I_activity_attribution_conflict", "scenario_name": "Activity attribution conflict", "scope": "site_i_activity_attribution_conflict/accelerator_pool", "site_id": "site_i_activity_attribution_conflict" }, { "audit_window": { "end": "2026-05-19T00:00:00Z", "start": "2026-04-19T00:00:00Z" }, "caveats": [ "physical and topology contradictions block ordinary candidate routing" ], "coverage": { "achieved_ops": 0.94, "activity": 0.94, "attribution": 0.92, "benchmark_hpc": 0.9, "capacity": 0.96, "clock_alignment": 0.93, "fabric": 0.92, "identity_shape": 0.92, "scope_mapping": 0.94, "serving": 0.9, "storage": 0.92, "storage_operations": 0.9 }, "expected": { "A_capacity_gate_label": "capacity_possible_for_scope", "B_training_candidate_detection_labels": [ "distributed_training_like_candidate", "checkpoint_training_like_candidate" ], "C_discrepancy_and_explanation_review_labels": [ "physical_timeline_conflict", "health_throttle_conflict", "topology_route_conflict", "power_activity_conflict", "integrity_review_required" ], "capacity_short_circuit": false, "final_route": "integrity_review_required" }, "expected_algorithm_outputs": { "aggregation_outputs": { "A_capacity_gate": [ "capacity_possible_for_scope" ], "B_training_candidate_detection": [ "distributed_training_like_candidate", "checkpoint_training_like_candidate" ], "C_discrepancy_and_explanation_review": [ "physical_timeline_conflict", "health_throttle_conflict", "topology_route_conflict", "power_activity_conflict", "integrity_review_required" ], "final_claim_routing": [ "integrity_review_required" ] }, "derived_signal_checks": { "achieved_operations": 3e+24, "activity_score": 0.85, "capacity_upper_bound_operations": 2.1233664e+25, "checkpoint_score": 0.64, "fabric_cadence_score": 0.72 }, "final_route": "integrity_review_required", "minimal_sparse_labels": [ "accelerator_count_threshold_capacity_screen", "peak_rate_capacity_screen", "threshold_scale_capacity_possible", "accelerator_activity_screen", "collective_like_training_candidate", "checkpoint_like_training_candidate", "non_serving_accelerator_compute_candidate" ] }, "normalized_signals": { "achieved_operations": 3e+24, "achieved_operations_unit_normalized": true, "activity_duration_seconds": 2592000, "activity_fabric_overlap_fraction": 0.82, "activity_score": 0.82, "attribution_overlap_fraction": 1.0, "benchmark_duration_seconds": 2592000, "benchmark_regularity_score": 0.0, "bytes_explained_fraction": 0.0, "capacity_adjustment_factor": 1.0, "checkpoint_activity_adjacency_fraction": 0.78, "checkpoint_burst_count": 3, "checkpoint_periodicity_score": 0.64, "collective_cadence_score": 0.72, "health_throttle_conflict": true, "hidden_or_unmonitored_capacity_possible": false, "hpc_mpi_score": 0.0, "hpc_overlap_fraction": 0.0, "non_serving_score": 0.8, "participant_count": 3072, "physical_timeline_conflict": true, "power_activity_conflict": true, "serving_activity_overlap_fraction": 0.0, "serving_counterevidence_score": 0.19999999999999996, "storage_operation_overlap_fraction": 0.0, "topology_route_conflict": true }, "operator_context": { "operator_type": "synthetic_monitored_operator", "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", "trust_tier": "synthetic_operator_signed" }, "raw_features": { "accelerator_busy_or_utilization_fraction": [ { "sample_time": "2026-05-04T00:00:00Z", "value": 0.82 } ], "accelerator_compute_billing_usage_intervals": [ { "accelerator_shape_or_sku": "SYN-ACCEL", "billing_usage_type": "synthetic_running_accelerator_usage", "end_time": "2026-05-19T00:00:00Z", "start_time": "2026-04-19T00:00:00Z", "usage_quantity": 7962624000.0, "usage_unit": "accelerator_seconds" } ], "accelerator_count_by_family_sku": [ { "accelerator_family": "SYN", "accelerator_sku": "SYN-ACCEL", "count": 4096, "form_factor": "synthetic_module", "memory_class": "synthetic_high_bandwidth", "valid_from": "2026-04-19T00:00:00Z", "valid_to": "2026-05-19T00:00:00Z" } ], "accelerator_health_error_state": [ { "degraded_state": true, "ecc_error_count": 0, "link_error_count": 50, "reset_count": 4, "retired_page_count": 0, "sample_time": "2026-05-04T00:00:00Z", "throttle_event_count": 200, "xid_or_equivalent_error_count": 12 } ], "accelerator_throttle_state": [ { "sample_time": "2026-05-04T00:00:00Z", "state": "throttled" } ], "advertised_peak_rate_by_precision": [ { "peak_rate": 2000000000000000.0, "precision_or_mode": "synthetic_tensor_ops", "valid_from": "2026-04-19T00:00:00Z", "valid_to": "2026-05-19T00:00:00Z" } ], "allocated_accelerator_count_by_sku": [ { "accelerator_profile": "full", "accelerator_sku": "SYN-ACCEL", "count": 3072, "end_time": "2026-05-19T00:00:00Z", "partition_scope": "accelerator_pool", "start_time": "2026-04-19T00:00:00Z" } ], "asset_receiving_installation_events": [ { "asset_category": "accelerator", "asset_quantity": 4096, "event_time": "2026-05-21T00:00:00Z", "event_type": "installed" } ], "compute_running_intervals": [ { "accelerator_count": 3072, "accelerator_shape_or_sku": "SYN-ACCEL", "compute_resource_state": "running", "end_time": "2026-05-19T00:00:00Z", "start_time": "2026-04-19T00:00:00Z" } ], "electrical_service_status_intervals": [ { "end_time": "2026-05-19T00:00:00Z", "service_capacity_mva": 0, "service_capacity_mw": 0, "service_class": "synthetic_datacenter_service", "service_status": "not_energized", "service_voltage_kv": 34.5, "start_time": "2026-04-19T00:00:00Z" } ], "fabric_port_device_sample_counters": [ { "counter_name": "collective_cadence_score", "counter_unit": "score_0_to_1", "counter_value": 0.72, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-04T00:00:00Z" }, { "counter_name": "participant_count", "counter_unit": "accelerators", "counter_value": 3072, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-04T00:00:00Z" }, { "counter_name": "regularity_score", "counter_unit": "score_0_to_1", "counter_value": 0.0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-04T00:00:00Z" } ], "generic_achieved_operation_rate": [ { "counter_scope": "accelerator_pool", "operation_rate": 1.1574074074074074e+18, "operation_unit": "synthetic_normalized_operations", "sample_time": "2026-05-04T00:00:00Z" } ], "load_balancer_gateway_flow_activity": [ { "bytes": 199999999999999, "connection_count": 1999999, "end_time": "2026-05-19T00:00:00Z", "start_time": "2026-04-19T00:00:00Z" } ], "network_gateway_nat_route_state": [ { "event_time": "2026-05-04T00:00:00Z", "network_control_type": "route", "state": "visibility_updated", "state_event_type": "updated" } ], "north_south_external_egress": [ { "bytes": 199999999999999, "direction": "egress", "end_time": "2026-05-19T00:00:00Z", "flow_count": 199999, "start_time": "2026-04-19T00:00:00Z" } ], "object_storage_operation_counts": [ { "bytes": 640000000000000, "end_time": "2026-04-25T00:45:00Z", "object_count": 2749, "object_count_type": "distinct_objects", "operation_count": 7400, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-04-25T00:00:00Z" }, { "bytes": 640000000000000, "end_time": "2026-05-01T00:45:00Z", "object_count": 2749, "object_count_type": "distinct_objects", "operation_count": 7400, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-05-01T00:00:00Z" }, { "bytes": 640000000000000, "end_time": "2026-05-07T00:45:00Z", "object_count": 2749, "object_count_type": "distinct_objects", "operation_count": 7400, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-05-07T00:00:00Z" } ], "rack_pdu_it_power": [ { "energy_joules": 9555148800000.0, "power_watts": 3686400, "sample_time": "2026-05-04T00:00:00Z" } ], "scaleout_fabric_domain_graph": [ { "link_bandwidth_gbps": 800, "link_count": 16384, "node_count": 512, "scaleout_fabric_type": "synthetic_low_latency_fabric", "switch_count": 64, "valid_from": "2026-04-19T00:00:00Z", "valid_to": "2026-05-19T00:00:00Z" } ], "scaleout_port_tx_rx_bytes_packets": [ { "rx_bytes": 7200000000000000, "rx_packets": 720000000, "sample_time": "2026-05-04T00:00:00Z", "tx_bytes": 7200000000000000, "tx_packets": 720000000 } ], "storage_write_operation_bytes": [ { "end_time": "2026-04-25T00:45:00Z", "start_time": "2026-04-25T00:00:00Z", "write_bytes": 640000000000000, "write_operation_count": 7400 }, { "end_time": "2026-05-01T00:45:00Z", "start_time": "2026-05-01T00:00:00Z", "write_bytes": 640000000000000, "write_operation_count": 7400 }, { "end_time": "2026-05-07T00:45:00Z", "start_time": "2026-05-07T00:00:00Z", "write_bytes": 640000000000000, "write_operation_count": 7400 } ], "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ { "engine_scope": "all_accelerators", "sample_time": "2026-05-04T00:00:00Z", "value": 0.85 } ], "topology_change_events": [ { "affected_asset_category": "fabric_port", "affected_link_or_port_count": 1024, "event_time": "2026-05-04T00:00:00Z", "topology_change_type": "route_change" } ] }, "scenario_key": "J_physical_timeline_topology_health_conflict", "scenario_name": "Physical, topology, and health conflict", "scope": "site_j_physical_topology_health_conflict/accelerator_pool", "site_id": "site_j_physical_topology_health_conflict" }, { "audit_window": { "end": "2026-05-21T00:00:00Z", "start": "2026-04-21T00:00:00Z" }, "caveats": [ "large compute alone is not workload identity" ], "coverage": { "achieved_ops": 0.94, "activity": 0.94, "attribution": 0.92, "benchmark_hpc": 0.9, "capacity": 0.96, "clock_alignment": 0.93, "fabric": 0.92, "identity_shape": 0.92, "scope_mapping": 0.94, "serving": 0.9, "storage": 0.92, "storage_operations": 0.9 }, "expected": { "A_capacity_gate_label": "capacity_possible_for_scope", "B_training_candidate_detection_labels": [ "large_compute_candidate" ], "C_discrepancy_and_explanation_review_labels": [], "capacity_short_circuit": false, "final_route": "weak_training_like_candidate" }, "expected_algorithm_outputs": { "aggregation_outputs": { "A_capacity_gate": [ "capacity_possible_for_scope" ], "B_training_candidate_detection": [ "large_compute_candidate" ], "C_discrepancy_and_explanation_review": [], "final_claim_routing": [ "weak_training_like_candidate" ] }, "derived_signal_checks": { "achieved_operations": 1.12e+25, "activity_score": 0.21, "capacity_upper_bound_operations": 2.1233664e+25, "checkpoint_score": 0.0, "fabric_cadence_score": 0.05 }, "final_route": "weak_training_like_candidate", "minimal_sparse_labels": [ "accelerator_count_threshold_capacity_screen", "peak_rate_capacity_screen", "threshold_scale_capacity_possible", "large_compute_candidate" ] }, "normalized_signals": { "achieved_operations": 1.12e+25, "achieved_operations_unit_normalized": true, "activity_duration_seconds": 2592000, "activity_fabric_overlap_fraction": 0.0, "activity_score": 0.18, "attribution_overlap_fraction": 1.0, "benchmark_duration_seconds": 2592000, "benchmark_regularity_score": 0.0, "bytes_explained_fraction": 0.0, "capacity_adjustment_factor": 1.0, "checkpoint_activity_adjacency_fraction": 0.0, "checkpoint_burst_count": 0, "checkpoint_periodicity_score": 0.0, "collective_cadence_score": 0.05, "health_throttle_conflict": false, "hidden_or_unmonitored_capacity_possible": false, "hpc_mpi_score": 0.0, "hpc_overlap_fraction": 0.0, "non_serving_score": 0.78, "participant_count": 0, "physical_timeline_conflict": false, "power_activity_conflict": false, "serving_activity_overlap_fraction": 0.0, "serving_counterevidence_score": 0.21999999999999997, "storage_operation_overlap_fraction": 0.0, "topology_route_conflict": false }, "operator_context": { "operator_type": "synthetic_monitored_operator", "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", "trust_tier": "synthetic_operator_signed" }, "raw_features": { "accelerator_busy_or_utilization_fraction": [ { "sample_time": "2026-05-06T00:00:00Z", "value": 0.18 } ], "accelerator_compute_billing_usage_intervals": [ { "accelerator_shape_or_sku": "SYN-ACCEL", "billing_usage_type": "synthetic_running_accelerator_usage", "end_time": "2026-05-21T00:00:00Z", "start_time": "2026-04-21T00:00:00Z", "usage_quantity": 1910304000.0, "usage_unit": "accelerator_seconds" } ], "accelerator_count_by_family_sku": [ { "accelerator_family": "SYN", "accelerator_sku": "SYN-ACCEL", "count": 4096, "form_factor": "synthetic_module", "memory_class": "synthetic_high_bandwidth", "valid_from": "2026-04-21T00:00:00Z", "valid_to": "2026-05-21T00:00:00Z" } ], "advertised_peak_rate_by_precision": [ { "peak_rate": 2000000000000000.0, "precision_or_mode": "synthetic_tensor_ops", "valid_from": "2026-04-21T00:00:00Z", "valid_to": "2026-05-21T00:00:00Z" } ], "allocated_accelerator_count_by_sku": [ { "accelerator_profile": "full", "accelerator_sku": "SYN-ACCEL", "count": 737, "end_time": "2026-05-21T00:00:00Z", "partition_scope": "accelerator_pool", "start_time": "2026-04-21T00:00:00Z" } ], "compute_running_intervals": [ { "accelerator_count": 737, "accelerator_shape_or_sku": "SYN-ACCEL", "compute_resource_state": "running", "end_time": "2026-05-21T00:00:00Z", "start_time": "2026-04-21T00:00:00Z" } ], "electrical_service_status_intervals": [ { "end_time": "2026-05-21T00:00:00Z", "service_capacity_mva": 4.096, "service_capacity_mw": 3.6864, "service_class": "synthetic_datacenter_service", "service_status": "energized", "service_voltage_kv": 34.5, "start_time": "2026-04-21T00:00:00Z" } ], "fabric_port_device_sample_counters": [ { "counter_name": "collective_cadence_score", "counter_unit": "score_0_to_1", "counter_value": 0.05, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-06T00:00:00Z" }, { "counter_name": "participant_count", "counter_unit": "accelerators", "counter_value": 0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-06T00:00:00Z" }, { "counter_name": "regularity_score", "counter_unit": "score_0_to_1", "counter_value": 0.0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-06T00:00:00Z" } ], "generic_achieved_operation_rate": [ { "counter_scope": "accelerator_pool", "operation_rate": 4.320987654320988e+18, "operation_unit": "synthetic_normalized_operations", "sample_time": "2026-05-06T00:00:00Z" } ], "load_balancer_gateway_flow_activity": [ { "bytes": 219999999999999, "connection_count": 2199999, "end_time": "2026-05-21T00:00:00Z", "start_time": "2026-04-21T00:00:00Z" } ], "north_south_external_egress": [ { "bytes": 219999999999999, "direction": "egress", "end_time": "2026-05-21T00:00:00Z", "flow_count": 219999, "start_time": "2026-04-21T00:00:00Z" } ], "scaleout_fabric_domain_graph": [ { "link_bandwidth_gbps": 800, "link_count": 16384, "node_count": 512, "scaleout_fabric_type": "synthetic_low_latency_fabric", "switch_count": 64, "valid_from": "2026-04-21T00:00:00Z", "valid_to": "2026-05-21T00:00:00Z" } ], "scaleout_port_tx_rx_bytes_packets": [ { "rx_bytes": 500000000000000, "rx_packets": 50000000, "sample_time": "2026-05-06T00:00:00Z", "tx_bytes": 500000000000000, "tx_packets": 50000000 } ], "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ { "engine_scope": "all_accelerators", "sample_time": "2026-05-06T00:00:00Z", "value": 0.21 } ] }, "scenario_key": "K_large_compute_alone", "scenario_name": "Large compute alone", "scope": "site_k_large_compute_alone/accelerator_pool", "site_id": "site_k_large_compute_alone" }, { "audit_window": { "end": "2026-05-23T00:00:00Z", "start": "2026-04-23T00:00:00Z" }, "caveats": [ "activity alone does not classify training" ], "coverage": { "achieved_ops": 0.94, "activity": 0.94, "attribution": 0.92, "benchmark_hpc": 0.9, "capacity": 0.96, "clock_alignment": 0.93, "fabric": 0.92, "identity_shape": 0.92, "scope_mapping": 0.94, "serving": 0.9, "storage": 0.92, "storage_operations": 0.9 }, "expected": { "A_capacity_gate_label": "capacity_possible_for_scope", "B_training_candidate_detection_labels": [], "C_discrepancy_and_explanation_review_labels": [ "negative_screen_coverage_sufficient" ], "capacity_short_circuit": false, "final_route": "no_training_like_candidate_detected_in_covered_live_segment" }, "expected_algorithm_outputs": { "aggregation_outputs": { "A_capacity_gate": [ "capacity_possible_for_scope" ], "B_training_candidate_detection": [], "C_discrepancy_and_explanation_review": [ "negative_screen_coverage_sufficient" ], "final_claim_routing": [ "no_training_like_candidate_detected_in_covered_live_segment" ] }, "derived_signal_checks": { "achieved_operations": 1.8e+24, "activity_score": 0.9400000000000001, "capacity_upper_bound_operations": 2.1233664e+25, "checkpoint_score": 0.0, "fabric_cadence_score": 0.05 }, "final_route": "no_training_like_candidate_detected_in_covered_live_segment", "minimal_sparse_labels": [ "accelerator_count_threshold_capacity_screen", "peak_rate_capacity_screen", "threshold_scale_capacity_possible", "accelerator_activity_screen", "non_serving_accelerator_compute_candidate" ] }, "normalized_signals": { "achieved_operations": 1.8e+24, "achieved_operations_unit_normalized": true, "activity_duration_seconds": 2592000, "activity_fabric_overlap_fraction": 0.0, "activity_score": 0.91, "attribution_overlap_fraction": 1.0, "benchmark_duration_seconds": 2592000, "benchmark_regularity_score": 0.0, "bytes_explained_fraction": 0.0, "capacity_adjustment_factor": 1.0, "checkpoint_activity_adjacency_fraction": 0.0, "checkpoint_burst_count": 0, "checkpoint_periodicity_score": 0.0, "collective_cadence_score": 0.05, "health_throttle_conflict": false, "hidden_or_unmonitored_capacity_possible": false, "hpc_mpi_score": 0.0, "hpc_overlap_fraction": 0.0, "non_serving_score": 0.82, "participant_count": 0, "physical_timeline_conflict": false, "power_activity_conflict": false, "serving_activity_overlap_fraction": 0.0, "serving_counterevidence_score": 0.18000000000000005, "storage_operation_overlap_fraction": 0.0, "topology_route_conflict": false }, "operator_context": { "operator_type": "synthetic_monitored_operator", "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", "trust_tier": "synthetic_operator_signed" }, "raw_features": { "accelerator_busy_or_utilization_fraction": [ { "sample_time": "2026-05-08T00:00:00Z", "value": 0.91 } ], "accelerator_compute_billing_usage_intervals": [ { "accelerator_shape_or_sku": "SYN-ACCEL", "billing_usage_type": "synthetic_running_accelerator_usage", "end_time": "2026-05-23T00:00:00Z", "start_time": "2026-04-23T00:00:00Z", "usage_quantity": 9660384000.0, "usage_unit": "accelerator_seconds" } ], "accelerator_count_by_family_sku": [ { "accelerator_family": "SYN", "accelerator_sku": "SYN-ACCEL", "count": 4096, "form_factor": "synthetic_module", "memory_class": "synthetic_high_bandwidth", "valid_from": "2026-04-23T00:00:00Z", "valid_to": "2026-05-23T00:00:00Z" } ], "advertised_peak_rate_by_precision": [ { "peak_rate": 2000000000000000.0, "precision_or_mode": "synthetic_tensor_ops", "valid_from": "2026-04-23T00:00:00Z", "valid_to": "2026-05-23T00:00:00Z" } ], "allocated_accelerator_count_by_sku": [ { "accelerator_profile": "full", "accelerator_sku": "SYN-ACCEL", "count": 3727, "end_time": "2026-05-23T00:00:00Z", "partition_scope": "accelerator_pool", "start_time": "2026-04-23T00:00:00Z" } ], "compute_running_intervals": [ { "accelerator_count": 3727, "accelerator_shape_or_sku": "SYN-ACCEL", "compute_resource_state": "running", "end_time": "2026-05-23T00:00:00Z", "start_time": "2026-04-23T00:00:00Z" } ], "electrical_service_status_intervals": [ { "end_time": "2026-05-23T00:00:00Z", "service_capacity_mva": 4.096, "service_capacity_mw": 3.6864, "service_class": "synthetic_datacenter_service", "service_status": "energized", "service_voltage_kv": 34.5, "start_time": "2026-04-23T00:00:00Z" } ], "fabric_port_device_sample_counters": [ { "counter_name": "collective_cadence_score", "counter_unit": "score_0_to_1", "counter_value": 0.05, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-08T00:00:00Z" }, { "counter_name": "participant_count", "counter_unit": "accelerators", "counter_value": 0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-08T00:00:00Z" }, { "counter_name": "regularity_score", "counter_unit": "score_0_to_1", "counter_value": 0.0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-08T00:00:00Z" } ], "generic_achieved_operation_rate": [ { "counter_scope": "accelerator_pool", "operation_rate": 6.944444444444444e+17, "operation_unit": "synthetic_normalized_operations", "sample_time": "2026-05-08T00:00:00Z" } ], "load_balancer_gateway_flow_activity": [ { "bytes": 180000000000000, "connection_count": 1800000, "end_time": "2026-05-23T00:00:00Z", "start_time": "2026-04-23T00:00:00Z" } ], "north_south_external_egress": [ { "bytes": 180000000000000, "direction": "egress", "end_time": "2026-05-23T00:00:00Z", "flow_count": 180000, "start_time": "2026-04-23T00:00:00Z" } ], "scaleout_fabric_domain_graph": [ { "link_bandwidth_gbps": 800, "link_count": 16384, "node_count": 512, "scaleout_fabric_type": "synthetic_low_latency_fabric", "switch_count": 64, "valid_from": "2026-04-23T00:00:00Z", "valid_to": "2026-05-23T00:00:00Z" } ], "scaleout_port_tx_rx_bytes_packets": [ { "rx_bytes": 500000000000000, "rx_packets": 50000000, "sample_time": "2026-05-08T00:00:00Z", "tx_bytes": 500000000000000, "tx_packets": 50000000 } ], "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ { "engine_scope": "all_accelerators", "sample_time": "2026-05-08T00:00:00Z", "value": 0.9400000000000001 } ] }, "scenario_key": "L_activity_alone", "scenario_name": "Activity alone", "scope": "site_l_activity_alone/accelerator_pool", "site_id": "site_l_activity_alone" }, { "audit_window": { "end": "2026-05-25T00:00:00Z", "start": "2026-04-25T00:00:00Z" }, "caveats": [ "fabric alone does not classify training" ], "coverage": { "achieved_ops": 0.94, "activity": 0.94, "attribution": 0.92, "benchmark_hpc": 0.9, "capacity": 0.96, "clock_alignment": 0.93, "fabric": 0.92, "identity_shape": 0.92, "scope_mapping": 0.94, "serving": 0.9, "storage": 0.92, "storage_operations": 0.9 }, "expected": { "A_capacity_gate_label": "capacity_possible_for_scope", "B_training_candidate_detection_labels": [], "C_discrepancy_and_explanation_review_labels": [ "negative_screen_incoherence_conflict", "integrity_review_required" ], "capacity_short_circuit": false, "final_route": "integrity_review_required" }, "expected_algorithm_outputs": { "aggregation_outputs": { "A_capacity_gate": [ "capacity_possible_for_scope" ], "B_training_candidate_detection": [], "C_discrepancy_and_explanation_review": [ "negative_screen_coverage_sufficient" ], "final_claim_routing": [ "no_training_like_candidate_detected_in_covered_live_segment" ] }, "derived_signal_checks": { "achieved_operations": 0.0, "activity_score": 0.11, "capacity_upper_bound_operations": 2.1233664e+25, "checkpoint_score": 0.0, "fabric_cadence_score": 0.88 }, "final_route": "no_training_like_candidate_detected_in_covered_live_segment", "minimal_sparse_labels": [ "accelerator_count_threshold_capacity_screen", "peak_rate_capacity_screen", "threshold_scale_capacity_possible" ] }, "normalized_signals": { "achieved_operations": 0.0, "achieved_operations_unit_normalized": true, "activity_duration_seconds": 2592000, "activity_fabric_overlap_fraction": 0.0, "activity_score": 0.08, "attribution_overlap_fraction": 1.0, "benchmark_duration_seconds": 2592000, "benchmark_regularity_score": 0.0, "bytes_explained_fraction": 0.0, "capacity_adjustment_factor": 1.0, "checkpoint_activity_adjacency_fraction": 0.0, "checkpoint_burst_count": 0, "checkpoint_periodicity_score": 0.0, "collective_cadence_score": 0.88, "health_throttle_conflict": false, "hidden_or_unmonitored_capacity_possible": false, "hpc_mpi_score": 0.0, "hpc_overlap_fraction": 0.0, "non_serving_score": 0.85, "participant_count": 2048, "physical_timeline_conflict": false, "power_activity_conflict": false, "serving_activity_overlap_fraction": 0.0, "serving_counterevidence_score": 0.15000000000000002, "storage_operation_overlap_fraction": 0.0, "topology_route_conflict": false }, "operator_context": { "operator_type": "synthetic_monitored_operator", "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", "trust_tier": "synthetic_operator_signed" }, "raw_features": { "accelerator_busy_or_utilization_fraction": [ { "sample_time": "2026-05-10T00:00:00Z", "value": 0.08 } ], "accelerator_count_by_family_sku": [ { "accelerator_family": "SYN", "accelerator_sku": "SYN-ACCEL", "count": 4096, "form_factor": "synthetic_module", "memory_class": "synthetic_high_bandwidth", "valid_from": "2026-04-25T00:00:00Z", "valid_to": "2026-05-25T00:00:00Z" } ], "advertised_peak_rate_by_precision": [ { "peak_rate": 2000000000000000.0, "precision_or_mode": "synthetic_tensor_ops", "valid_from": "2026-04-25T00:00:00Z", "valid_to": "2026-05-25T00:00:00Z" } ], "electrical_service_status_intervals": [ { "end_time": "2026-05-25T00:00:00Z", "service_capacity_mva": 4.096, "service_capacity_mw": 3.6864, "service_class": "synthetic_datacenter_service", "service_status": "energized", "service_voltage_kv": 34.5, "start_time": "2026-04-25T00:00:00Z" } ], "fabric_port_device_sample_counters": [ { "counter_name": "collective_cadence_score", "counter_unit": "score_0_to_1", "counter_value": 0.88, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-10T00:00:00Z" }, { "counter_name": "participant_count", "counter_unit": "accelerators", "counter_value": 2048, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-10T00:00:00Z" }, { "counter_name": "regularity_score", "counter_unit": "score_0_to_1", "counter_value": 0.0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-10T00:00:00Z" } ], "load_balancer_gateway_flow_activity": [ { "bytes": 150000000000000, "connection_count": 1500000, "end_time": "2026-05-25T00:00:00Z", "start_time": "2026-04-25T00:00:00Z" } ], "north_south_external_egress": [ { "bytes": 150000000000000, "direction": "egress", "end_time": "2026-05-25T00:00:00Z", "flow_count": 150000, "start_time": "2026-04-25T00:00:00Z" } ], "scaleout_fabric_domain_graph": [ { "link_bandwidth_gbps": 800, "link_count": 16384, "node_count": 512, "scaleout_fabric_type": "synthetic_low_latency_fabric", "switch_count": 64, "valid_from": "2026-04-25T00:00:00Z", "valid_to": "2026-05-25T00:00:00Z" } ], "scaleout_port_tx_rx_bytes_packets": [ { "rx_bytes": 8800000000000000, "rx_packets": 880000000, "sample_time": "2026-05-10T00:00:00Z", "tx_bytes": 8800000000000000, "tx_packets": 880000000 } ], "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ { "engine_scope": "all_accelerators", "sample_time": "2026-05-10T00:00:00Z", "value": 0.11 } ] }, "scenario_key": "M_fabric_alone", "scenario_name": "Fabric alone", "scope": "site_m_fabric_alone/accelerator_pool", "site_id": "site_m_fabric_alone" }, { "audit_window": { "end": "2026-05-27T00:00:00Z", "start": "2026-04-27T00:00:00Z" }, "caveats": [ "storage writes alone do not classify training" ], "coverage": { "achieved_ops": 0.94, "activity": 0.94, "attribution": 0.92, "benchmark_hpc": 0.9, "capacity": 0.96, "clock_alignment": 0.93, "fabric": 0.92, "identity_shape": 0.92, "scope_mapping": 0.94, "serving": 0.9, "storage": 0.92, "storage_operations": 0.9 }, "expected": { "A_capacity_gate_label": "capacity_possible_for_scope", "B_training_candidate_detection_labels": [], "C_discrepancy_and_explanation_review_labels": [ 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"activity_duration_seconds": 2592000, "activity_fabric_overlap_fraction": 0.0, "activity_score": 0.07, "attribution_overlap_fraction": 1.0, "benchmark_duration_seconds": 2592000, "benchmark_regularity_score": 0.0, "bytes_explained_fraction": 0.0, "capacity_adjustment_factor": 1.0, "checkpoint_activity_adjacency_fraction": 0.0, "checkpoint_burst_count": 5, "checkpoint_periodicity_score": 0.88, "collective_cadence_score": 0.02, "health_throttle_conflict": false, "hidden_or_unmonitored_capacity_possible": false, "hpc_mpi_score": 0.0, "hpc_overlap_fraction": 0.0, "non_serving_score": 0.85, "participant_count": 0, "physical_timeline_conflict": false, "power_activity_conflict": false, "serving_activity_overlap_fraction": 0.0, "serving_counterevidence_score": 0.15000000000000002, "storage_operation_overlap_fraction": 0.0, "topology_route_conflict": false }, "operator_context": { "operator_type": "synthetic_monitored_operator", "telemetry_stack": "inventory_scheduler_activity_fabric_storage_power_network", "trust_tier": "synthetic_operator_signed" }, "raw_features": { "accelerator_busy_or_utilization_fraction": [ { "sample_time": "2026-05-12T00:00:00Z", "value": 0.07 } ], "accelerator_count_by_family_sku": [ { "accelerator_family": "SYN", "accelerator_sku": "SYN-ACCEL", "count": 4096, "form_factor": "synthetic_module", "memory_class": "synthetic_high_bandwidth", "valid_from": "2026-04-27T00:00:00Z", "valid_to": "2026-05-27T00:00:00Z" } ], "advertised_peak_rate_by_precision": [ { "peak_rate": 2000000000000000.0, "precision_or_mode": "synthetic_tensor_ops", "valid_from": "2026-04-27T00:00:00Z", "valid_to": "2026-05-27T00:00:00Z" } ], "electrical_service_status_intervals": [ { "end_time": "2026-05-27T00:00:00Z", "service_capacity_mva": 4.096, "service_capacity_mw": 3.6864, "service_class": "synthetic_datacenter_service", "service_status": "energized", "service_voltage_kv": 34.5, "start_time": "2026-04-27T00:00:00Z" } ], "fabric_port_device_sample_counters": [ { "counter_name": "collective_cadence_score", "counter_unit": "score_0_to_1", "counter_value": 0.02, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-12T00:00:00Z" }, { "counter_name": "participant_count", "counter_unit": "accelerators", "counter_value": 0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-12T00:00:00Z" }, { "counter_name": "regularity_score", "counter_unit": "score_0_to_1", "counter_value": 0.0, "monitored_scope_category": "accelerator_pool", "sample_time": "2026-05-12T00:00:00Z" } ], "load_balancer_gateway_flow_activity": [ { "bytes": 150000000000000, "connection_count": 1500000, "end_time": "2026-05-27T00:00:00Z", "start_time": "2026-04-27T00:00:00Z" } ], "north_south_external_egress": [ { "bytes": 150000000000000, "direction": "egress", "end_time": "2026-05-27T00:00:00Z", "flow_count": 150000, "start_time": "2026-04-27T00:00:00Z" } ], "object_storage_operation_counts": [ { "bytes": 880000000000000, "end_time": "2026-05-01T07:36:25.714286Z", "object_count": 3732, "object_count_type": "distinct_objects", "operation_count": 9800, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-05-01T06:51:25.714286Z" }, { "bytes": 880000000000000, "end_time": "2026-05-05T14:27:51.428571Z", "object_count": 3732, "object_count_type": "distinct_objects", "operation_count": 9800, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-05-05T13:42:51.428571Z" }, { "bytes": 880000000000000, "end_time": "2026-05-09T21:19:17.142857Z", "object_count": 3732, "object_count_type": "distinct_objects", "operation_count": 9800, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-05-09T20:34:17.142857Z" }, { "bytes": 880000000000000, "end_time": "2026-05-14T04:10:42.857143Z", "object_count": 3732, "object_count_type": "distinct_objects", "operation_count": 9800, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-05-14T03:25:42.857143Z" }, { "bytes": 880000000000000, "end_time": "2026-05-18T11:02:08.571429Z", "object_count": 3732, "object_count_type": "distinct_objects", "operation_count": 9800, "operation_type": "synthetic_checkpoint_state_write", "start_time": "2026-05-18T10:17:08.571429Z" } ], "scaleout_fabric_domain_graph": [ { "link_bandwidth_gbps": 800, "link_count": 16384, "node_count": 512, "scaleout_fabric_type": "synthetic_low_latency_fabric", "switch_count": 64, "valid_from": "2026-04-27T00:00:00Z", "valid_to": "2026-05-27T00:00:00Z" } ], "scaleout_port_tx_rx_bytes_packets": [ { "rx_bytes": 200000000000000, "rx_packets": 20000000, "sample_time": "2026-05-12T00:00:00Z", "tx_bytes": 200000000000000, "tx_packets": 20000000 } ], "storage_write_operation_bytes": [ { "end_time": "2026-05-01T07:36:25.714286Z", "start_time": "2026-05-01T06:51:25.714286Z", "write_bytes": 880000000000000, "write_operation_count": 9800 }, { "end_time": "2026-05-05T14:27:51.428571Z", "start_time": "2026-05-05T13:42:51.428571Z", "write_bytes": 880000000000000, "write_operation_count": 9800 }, { "end_time": "2026-05-09T21:19:17.142857Z", "start_time": "2026-05-09T20:34:17.142857Z", "write_bytes": 880000000000000, "write_operation_count": 9800 }, { "end_time": "2026-05-14T04:10:42.857143Z", "start_time": "2026-05-14T03:25:42.857143Z", "write_bytes": 880000000000000, "write_operation_count": 9800 }, { "end_time": "2026-05-18T11:02:08.571429Z", "start_time": "2026-05-18T10:17:08.571429Z", "write_bytes": 880000000000000, "write_operation_count": 9800 } ], "tensor_matrix_mxu_neuron_or_engine_active_fraction": [ { "engine_scope": "all_accelerators", "sample_time": "2026-05-12T00:00:00Z", "value": 0.1 } ] }, "scenario_key": "N_storage_writes_alone", "scenario_name": "Storage writes alone", "scope": "site_n_storage_writes_alone/accelerator_pool", "site_id": "site_n_storage_writes_alone" } ] }