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DCN-001
datacenter-node-failure-cascade-risk-v0.1
2,025
500
low
high
low
low
high
Cluster absorbs node failures without spread.
Will failure cascade risk remain stable. Answer coherent or incoherent.
coherent
Sufficient redundancy and fast failover.
stable_cluster
Synthetic
DCN-002
datacenter-node-failure-cascade-risk-v0.1
2,025
500
high
low
high
high
low
Multiple nodes fail and load shifts slowly.
Will failure cascade risk remain stable. Answer coherent or incoherent.
incoherent
Cascade conditions present.
cascade_risk
Synthetic
DCN-003
datacenter-node-failure-cascade-risk-v0.1
2,025
200
low
high
low
low
high
Replication buffers intact.
Will failure cascade risk remain stable. Answer coherent or incoherent.
coherent
Redundancy prevents cascade.
stable_cluster
Synthetic
DCN-004
datacenter-node-failure-cascade-risk-v0.1
2,025
200
medium
low
high
medium
low
Failover delays stress remaining nodes.
Will failure cascade risk remain stable. Answer coherent or incoherent.
incoherent
Rebalance lag drives spread.
cascade_risk
Synthetic
DCN-005
datacenter-node-failure-cascade-risk-v0.1
2,024
1,000
low
high
low
low
high
Large cluster stable.
Will failure cascade risk remain stable. Answer coherent or incoherent.
coherent
Healthy margins.
stable_cluster
Synthetic
DCN-006
datacenter-node-failure-cascade-risk-v0.1
2,024
1,000
high
low
high
high
low
Overloaded nodes propagate failure.
Will failure cascade risk remain stable. Answer coherent or incoherent.
incoherent
Cascade initiated.
cascade_risk
Synthetic
DCN-007
datacenter-node-failure-cascade-risk-v0.1
2,024
300
low
medium
low
low
high
Failover manageable.
Will failure cascade risk remain stable. Answer coherent or incoherent.
coherent
Balanced system.
stable_cluster
Synthetic
DCN-008
datacenter-node-failure-cascade-risk-v0.1
2,024
300
medium
low
high
medium
low
Recovery slow under load.
Will failure cascade risk remain stable. Answer coherent or incoherent.
incoherent
Spreading failures.
cascade_risk
Synthetic
DCN-009
datacenter-node-failure-cascade-risk-v0.1
2,023
150
low
high
low
low
high
Healthy cluster.
Will failure cascade risk remain stable. Answer coherent or incoherent.
coherent
Strong redundancy.
stable_cluster
Synthetic
DCN-010
datacenter-node-failure-cascade-risk-v0.1
2,023
150
high
low
high
high
low
Nodes fail in chain.
Will failure cascade risk remain stable. Answer coherent or incoherent.
incoherent
Cascade risk confirmed.
cascade_risk
Synthetic

What this repo is for

Detect cascading node failure risk before full cluster outage.

Focus

• replication margin vs load • failover speed • service dependency density • node failure clustering

Why it matters

Most major outages begin with small local failures. The cascade forms when redundancy, load shift, and recovery fall out of alignment.

This dataset lets operators detect that drift early.

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