Datasets:
uid
stringclasses 10
values | dataset_id
stringclasses 1
value | year
int64 2.02k
2.02k
| network_scope
stringclasses 4
values | link_utilization_pct
int64 55
97
| peak_demand_growth_pct
int64 4
25
| planned_capacity_upgrade
stringclasses 2
values | headroom_pct
int64 2
40
| traffic_drops_detected
stringclasses 2
values | customer_complaints
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 4
values | source_citation
stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
NCD-001
|
network-capacity-demand-coherence-risk-v0.1
| 2,024
|
datacenter
| 58
| 6
|
yes
| 35
|
no
|
no
|
Capacity headroom healthy; upgrades planned ahead.
|
Is capacity vs demand coherent. Answer coherent or incoherent.
|
coherent
|
Supply matches demand.
|
stable_service
|
Synthetic
|
NCD-002
|
network-capacity-demand-coherence-risk-v0.1
| 2,024
|
datacenter
| 94
| 22
|
no
| 4
|
yes
|
yes
|
Traffic peaks exceed capacity; packet drops rising.
|
Is capacity vs demand coherent. Answer coherent or incoherent.
|
incoherent
|
Demand exceeds capacity.
|
congestion_risk
|
Synthetic
|
NCD-003
|
network-capacity-demand-coherence-risk-v0.1
| 2,023
|
isp
| 62
| 5
|
yes
| 30
|
no
|
no
|
Backbone stable with reserve headroom.
|
Is capacity vs demand coherent. Answer coherent or incoherent.
|
coherent
|
Planning aligned.
|
stable_service
|
Synthetic
|
NCD-004
|
network-capacity-demand-coherence-risk-v0.1
| 2,023
|
isp
| 97
| 18
|
no
| 2
|
yes
|
yes
|
Links saturated; complaints rising.
|
Is capacity vs demand coherent. Answer coherent or incoherent.
|
incoherent
|
Capacity exhaustion.
|
outage_risk
|
Synthetic
|
NCD-005
|
network-capacity-demand-coherence-risk-v0.1
| 2,022
|
enterprise
| 55
| 4
|
yes
| 40
|
no
|
no
|
Enterprise bandwidth adequate.
|
Is capacity vs demand coherent. Answer coherent or incoherent.
|
coherent
|
Headroom sufficient.
|
stable_service
|
Synthetic
|
NCD-006
|
network-capacity-demand-coherence-risk-v0.1
| 2,022
|
enterprise
| 90
| 20
|
no
| 5
|
yes
|
yes
|
Unexpected demand spike; no scaling.
|
Is capacity vs demand coherent. Answer coherent or incoherent.
|
incoherent
|
Scaling lag.
|
performance_degradation
|
Synthetic
|
NCD-007
|
network-capacity-demand-coherence-risk-v0.1
| 2,021
|
cloud
| 60
| 7
|
yes
| 32
|
no
|
no
|
Cloud region balanced.
|
Is capacity vs demand coherent. Answer coherent or incoherent.
|
coherent
|
Elastic scaling working.
|
stable_service
|
Synthetic
|
NCD-008
|
network-capacity-demand-coherence-risk-v0.1
| 2,021
|
cloud
| 96
| 25
|
no
| 3
|
yes
|
yes
|
Autoscaling lag; congestion observed.
|
Is capacity vs demand coherent. Answer coherent or incoherent.
|
incoherent
|
Demand outruns supply.
|
outage_risk
|
Synthetic
|
NCD-009
|
network-capacity-demand-coherence-risk-v0.1
| 2,020
|
datacenter
| 63
| 5
|
yes
| 28
|
no
|
no
|
Stable network growth.
|
Is capacity vs demand coherent. Answer coherent or incoherent.
|
coherent
|
Capacity planning aligned.
|
stable_service
|
Synthetic
|
NCD-010
|
network-capacity-demand-coherence-risk-v0.1
| 2,020
|
datacenter
| 95
| 21
|
no
| 4
|
yes
|
yes
|
Links maxed out.
|
Is capacity vs demand coherent. Answer coherent or incoherent.
|
incoherent
|
Insufficient headroom.
|
congestion_risk
|
Synthetic
|
What this repo is for
Detect when network demand is about to exceed available capacity.
Used for:
ISP backbone planning
cloud scaling
enterprise bandwidth forecasting
datacenter expansion
If demand grows faster than capacity outages follow.
- Downloads last month
- 13