Datasets:
uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | network_scope stringclasses 4
values | traffic_load_pct int64 55 97 | queue_depth_packets int64 80 1.5k | active_queue_management_enabled stringclasses 2
values | packet_drop_pct float64 0.2 5.2 | latency_ms int64 10 130 | throughput_stable stringclasses 2
values | flow_starvation_detected stringclasses 2
values | ops_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | outcome_signal stringclasses 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
NCG-001 | network-congestion-control-coherence-risk-v0.1 | 2,024 | datacenter | 65 | 120 | yes | 0.3 | 12 | yes | no | Moderate load, AQM active, low drops and stable throughput. | Is congestion control coherent. Answer coherent or incoherent. | coherent | Control loop stable. | stable_service | Synthetic |
NCG-002 | network-congestion-control-coherence-risk-v0.1 | 2,024 | datacenter | 92 | 900 | no | 3.5 | 85 | no | yes | High load, deep queues, high drops, throughput collapse. | Is congestion control coherent. Answer coherent or incoherent. | incoherent | Queue buildup and starvation. | performance_degradation | Synthetic |
NCG-003 | network-congestion-control-coherence-risk-v0.1 | 2,023 | isp | 70 | 200 | yes | 0.4 | 18 | yes | no | AQM holding latency low. | Is congestion control coherent. Answer coherent or incoherent. | coherent | Flows balanced. | stable_service | Synthetic |
NCG-004 | network-congestion-control-coherence-risk-v0.1 | 2,023 | isp | 95 | 1,200 | no | 4.8 | 110 | no | yes | Bufferbloat, packet drops spike, users affected. | Is congestion control coherent. Answer coherent or incoherent. | incoherent | Uncontrolled congestion. | outage_risk | Synthetic |
NCG-005 | network-congestion-control-coherence-risk-v0.1 | 2,022 | enterprise | 55 | 80 | yes | 0.2 | 10 | yes | no | Low load, stable queues. | Is congestion control coherent. Answer coherent or incoherent. | coherent | Healthy network. | stable_service | Synthetic |
NCG-006 | network-congestion-control-coherence-risk-v0.1 | 2,022 | enterprise | 88 | 750 | no | 2.7 | 70 | no | yes | Voice traffic starved by bulk transfer. | Is congestion control coherent. Answer coherent or incoherent. | incoherent | QoS failure. | performance_degradation | Synthetic |
NCG-007 | network-congestion-control-coherence-risk-v0.1 | 2,021 | cloud | 60 | 140 | yes | 0.3 | 15 | yes | no | Cloud edge stable. | Is congestion control coherent. Answer coherent or incoherent. | coherent | Balanced load. | stable_service | Synthetic |
NCG-008 | network-congestion-control-coherence-risk-v0.1 | 2,021 | cloud | 97 | 1,500 | no | 5.2 | 130 | no | yes | Traffic spike overwhelms buffers. | Is congestion control coherent. Answer coherent or incoherent. | incoherent | Collapse risk. | outage_risk | Synthetic |
NCG-009 | network-congestion-control-coherence-risk-v0.1 | 2,020 | datacenter | 68 | 160 | yes | 0.4 | 16 | yes | no | Normal operation. | Is congestion control coherent. Answer coherent or incoherent. | coherent | System balanced. | stable_service | Synthetic |
NCG-010 | network-congestion-control-coherence-risk-v0.1 | 2,020 | datacenter | 93 | 1,000 | no | 4 | 95 | no | yes | Packet drops and jitter spike. | Is congestion control coherent. Answer coherent or incoherent. | incoherent | Congestion unmanaged. | performance_degradation | Synthetic |
What this repo is for
Detect congestion collapse before users feel it.
Covers daily operator problems:
bufferbloat
queue overflow
packet drop spikes
flow starvation
QoS failure
latency jitter
Models trained here can flag unstable traffic patterns before outages occur.
- Downloads last month
- 8