id_aa stringlengths 30 32 | scenario_id stringlengths 10 12 | category stringclasses 1
value | source_split stringclasses 1
value | scenario_root stringclasses 1
value | ground_truth_yaml stringlengths 750 10.2k |
|---|---|---|---|---|---|
it-bench-sre-public-scenario-1 | Scenario-1 | sre | public | /home/user | ---
fault:
- entity:
name: load-generator-pod-1
group_id: load-generator-pod-1
kind: Pod
condition: To be specified
category: Change
fault_mechanism: custom
alerts:
- id: RequestErrorRate
group_id: frontend-proxy-service-1
metadata:
description: Error rate is above thresh... |
it-bench-sre-public-scenario-2 | Scenario-2 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: frontend
kind: Service
condition: High HTTP error rate
category: Resource Unavailable
fault_mechanism: custom(flagd)
- entity:
name: cart
kind: Service
condition: High HTTP error rate
category: Resource Unavailable
... |
it-bench-sre-public-scenario-3 | Scenario-3 | sre | public | /home/user | ---
apiVersion: itbench.io/v1
kind: GroundTruth
metadata:
name: scenario-3
spec:
alerts:
- group_id: frontend-service-1
id: HighRequestErrorRate
metadata:
description: Frontend experiencing errors when calling ad service with high CPU
- group_id: frontend-proxy-service-1
id: HighRe... |
it-bench-sre-public-scenario-4 | Scenario-4 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: flagd-config
kind: ConfigMap
changed:
element: "data.demo\\.flagd\\.json"
from: '"productCatalogFailure": { "defaultVariant": "off" }'
to: '"productCatalogFailure": { "defaultVariant": "on" }'
condition: productCatalogF... |
it-bench-sre-public-scenario-5 | Scenario-5 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: frontend
kind: Service
condition: High error rate
category: Resource Unavailable
fault_mechanism: custom(flagd)
- entity:
name: adservice
kind: Service
condition: High error rate
category: Resource Unavailable
fault... |
it-bench-sre-public-scenario-6 | Scenario-6 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: ad
kind: Service
condition: High latency
category: Resource Unavailable
fault_mechanism: custom(flagd)
- entity:
name: frontend
kind: Service
condition: High error rate and high latency
category: Resource Unavailable
... |
it-bench-sre-public-scenario-7 | Scenario-7 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: frontend
kind: Service
condition: High error rate
category: Resource Unavailable
fault_mechanism: custom(flagd)
- entity:
name: checkout
kind: Service
condition: High error rate
category: Resource Unavailable
fault_... |
it-bench-sre-public-scenario-8 | Scenario-8 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: otel-demo-emailservice
kind: Service
condition: High error rate
category: Resource Unavailable
fault_mechanism: custom(flagd)
- entity:
name: checkout
kind: Service
condition: High error rate
category: Resource Unavaila... |
it-bench-sre-public-scenario-9 | Scenario-9 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: frontend-proxy
kind: Service
condition: High latency
category: Resource Unavailable
fault_mechanism: custom(flagd)
- entity:
name: flagd-config
kind: ConfigMap
changed:
element: "data.demo\\.flagd\\.json"
... |
it-bench-sre-public-scenario-11 | Scenario-11 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: fraud-detection
kind: Service
condition: High Kafka consumer lag and slow message processing
category: Resource Unavailable
fault_mechanism: custom(flagd)
- entity:
name: flagd-config
kind: ConfigMap
changed:
element:... |
it-bench-sre-public-scenario-12 | Scenario-12 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: frontend
kind: Service
condition: High HTTP error rate
category: Resource Saturation
fault_mechanism: custom(flagd)
- entity:
name: product-catalog
kind: Service
condition: High HTTP error rate
category: Resource Unavai... |
it-bench-sre-public-scenario-13 | Scenario-13 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: frontend
kind: Service
condition: High error rate
category: Resource Unavailable
fault_mechanism: custom(flagd)
- entity:
name: checkout
kind: Service
condition: High error rate
category: Resource Unavailable
fault_... |
it-bench-sre-public-scenario-14 | Scenario-14 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: frontend
kind: Service
condition: High error rate
category: Resource Unavailable
fault_mechanism: custom(flagd)
- entity:
name: checkout
kind: Service
condition: High error rate
category: Resource Unavailable
fault_... |
it-bench-sre-public-scenario-15 | Scenario-15 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: frontend
kind: Service
condition: High error rate
category: Resource Unavailable
fault_mechanism: custom(flagd)
- entity:
name: ad
kind: Service
condition: High error rate
category: Resource Unavailable
fault_mechan... |
it-bench-sre-public-scenario-16 | Scenario-16 | sre | public | /home/user | ---
fault:
- entity:
name: shipping-deployment-1
group_id: shipping-deployment-1
kind: Deployment
condition: QUOTE_ADDR environment variable set to incorrect port 0000
category: Change
fault_mechanism: custom
alerts:
- id: RequestLatency
group_id: shipping-service-1
metadata:
... |
it-bench-sre-public-scenario-17 | Scenario-17 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: delay-otel-demo-product-catalog-1
group_id: delay-otel-demo-product-catalog-1
kind: Service
condition: To Be Specified
category: Latency
fault_mechanism: chaos
alerts:
- id: RequestLatency
group_id: frontend-service-1
metadat... |
it-bench-sre-public-scenario-18 | Scenario-18 | sre | public | /home/user | ---
metadata:
version: "v1"
alerts:
- group_id: frontend-service-1
id: RequestErrorRate
metadata:
description: Error Rate is Above Threshold
aliases:
- - checkout-service-1
- checkout-pod-1
- - frontend-service-1
- frontend-pod-1
- - otel-demo-product-catalog-network-delay
- otel-dem... |
it-bench-sre-public-scenario-19 | Scenario-19 | sre | public | /home/user | ---
metadata:
version: "v1"
alerts:
- group_id: frontend-service-1
id: RequestErrorRate
metadata:
description: Error Rate is Above Threshold
- group_id: shipping-service-1
id: RequestErrorRate
metadata:
description: Error Rate is Above Threshold
- group_id: checkout-service-1
id:... |
it-bench-sre-public-scenario-20 | Scenario-20 | sre | public | /home/user | ---
apiVersion: itbench.io/v1
kind: GroundTruth
metadata:
name: scenario-20
spec:
alerts:
- group_id: frontend-service-1
id: RequestErrorRate
metadata:
description: Error Rate is Above Threshold
- group_id: recommendation-service-1
id: RequestErrorRate
metadata:
descr... |
it-bench-sre-public-scenario-21 | Scenario-21 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: otel-demo-valkey-memory-stress
group_id: otel-demo-valkey-memory-stress
kind: StressChaos
condition: Chaos Mesh stress injecting memory pressure on valkey-cart pods
category: Resource
fault_mechanism: memory_stress
alerts:
- id: Fail... |
it-bench-sre-public-scenario-22 | Scenario-22 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: otel-demo-ad-memory-stress
group_id: otel-demo-ad-memory-stress
kind: StressChaos
condition: Chaos Mesh stress injecting memory pressure on ad service pods
category: Resource
fault_mechanism: memory_stress
alerts:
- id: RequestLatenc... |
it-bench-sre-public-scenario-23 | Scenario-23 | sre | public | /home/user | ---
apiVersion: itbench.io/v1
kind: GroundTruth
metadata:
name: scenario-23
spec:
alerts:
- group_id: checkout-pod-1
id: PendingPodsDetected
metadata:
description: Pods in pending state for checkout service
aliases:
- - checkout-service-1
- checkout-pod-1
fault:
- category:... |
it-bench-sre-public-scenario-24 | Scenario-24 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: checkout-deployment
group_id: checkout-deployment
kind: Deployment
condition: Checkout deployment has misconfigured KAFKA_ADDR environment variable pointing to wrong port 9999
category: Configuration
fault_mechanism: environment_variab... |
it-bench-sre-public-scenario-25 | Scenario-25 | sre | public | /home/user | ---
metadata:
version: "v1"
alerts:
- group_id: frontend-service-1
id: RequestErrorRate
metadata:
description: Error Rate is Above Threshold
- group_id: recommendation-service-1
id: RequestErrorRate
metadata:
description: Error Rate is Above Threshold
aliases:
- - frontend-service-1
... |
it-bench-sre-public-scenario-26 | Scenario-26 | sre | public | /home/user | ---
apiVersion: itbench.io/v1
kind: GroundTruth
metadata:
name: scenario-26
spec:
alerts:
- group_id: checkout-service-1
id: HighRequestErrorRate
metadata:
description: Request error rate in service checkout in namespace otel-demo is above 0
- group_id: checkout-service-1
id: HighR... |
it-bench-sre-public-scenario-27 | Scenario-27 | sre | public | /home/user | ---
apiVersion: itbench.io/v1
kind: GroundTruth
metadata:
name: scenario-27
spec:
alerts:
- group_id: frontend-proxy-service-1
id: HighRequestErrorRate
metadata:
description: Error rate is above threshold for frontend-proxy service
- group_id: frontend-service-1
id: HighRequestErro... |
it-bench-sre-public-scenario-29 | Scenario-29 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: jvm-return-otel-demo-ad-1
group_id: jvm-return-otel-demo-ad-1
kind: Service
condition: To Be Specified
category: Change
fault_mechanism: chaos
alerts:
- id: RequestErrorRate
group_id: frontend-service-1
metadata:
descri... |
it-bench-sre-public-scenario-31 | Scenario-31 | sre | public | /home/user | ---
apiVersion: itbench.io/v1
kind: GroundTruth
metadata:
name: scenario-31
spec:
alerts:
- group_id: frontend-proxy-service-1
id: RequestErrorRate
metadata:
description: Frontend proxy cannot reach frontend service due to network policy blocking ingress
aliases:
- - frontend-service-1... |
it-bench-sre-public-scenario-33 | Scenario-33 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: ad-pod-1
group_id: ad-pod-1
kind: Pod
condition: Ad deployment pods cannot be scheduled due to invalid node selector
category: Configuration
fault_mechanism: invalid-node-selector
alerts:
- id: PendingPodsDetected
group_id: ad-po... |
it-bench-sre-public-scenario-34 | Scenario-34 | sre | public | /home/user | ---
fault:
- entity:
name: valkey-pod-1
group_id: valkey-pod-1
kind: Pod
condition: Password authentication enabled on valkey-cart service without updating cart service configuration
category: Configuration
fault_mechanism: custom
alerts:
- id: RequestLatency
group_id: cart-service... |
it-bench-sre-public-scenario-35 | Scenario-35 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: otel-demo-ad-jvm-chaos
group_id: otel-demo-ad-jvm-chaos
kind: JVMChaos
condition: Chaos Mesh JVM stress injecting heap memory pressure on ad service
category: Resource
fault_mechanism: jvm_heap_stress
alerts:
- id: RequestLatency
... |
it-bench-sre-public-scenario-37 | Scenario-37 | sre | public | /home/user | ---
apiVersion: itbench.io/v1
kind: GroundTruth
metadata:
name: scenario-37
spec:
alerts:
- group_id: otel-demo-namespace-1
id: CPUSpend
metadata:
description: CPU spend increased by 20 percent
- group_id: otel-demo-namespace-1
id: MemorySpend
metadata:
description: M... |
it-bench-sre-public-scenario-38 | Scenario-38 | sre | public | /home/user | ---
fault:
- entity:
name: otel-demo-*
kind: HorizontalPodAutoscaler
group_id: otel-demo-horizontal-pod-autoscalers
condition: Misconfigured HPA
category: Other
fault_mechanism: custom
alerts:
- id: high_cost_variation
text: Cost has increased significantly despite having low utili... |
it-bench-sre-public-scenario-40 | Scenario-40 | sre | public | /home/user | ---
apiVersion: itbench.io/v1
kind: GroundTruth
metadata:
name: scenario-40
spec:
alerts:
- group_id: valkey-pod-1
id: KubePodCrashLooping
metadata:
description: Valkey-cart pod crashing due to storage exhaustion
- group_id: cart-service-1
id: HighRequestErrorRate
metadata:
... |
it-bench-sre-public-scenario-80 | Scenario-80 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: otel-demo-checkout-kafka-network-partition
group_id: otel-demo-checkout-kafka-network-partition
kind: NetworkChaos
condition: Chaos Mesh network partition blocking checkout pods from reaching Kafka
category: Network
fault_mechanism: ne... |
it-bench-sre-public-scenario-81 | Scenario-81 | sre | public | /home/user | ---
metadata:
version: "v1"
fault:
- entity:
name: otel-demo-shipping-quote-network-partition
group_id: otel-demo-shipping-quote-network-partition
kind: NetworkChaos
condition: Chaos Mesh network partition blocking shipping pods from reaching quote service
category: Network
fault_mecha... |
it-bench-sre-public-scenario-83 | Scenario-83 | sre | public | /home/user | ---
metadata:
version: "v1"
alerts:
- group_id: checkout-service-1
id: RequestLatency
metadata:
description: Checkout service experiencing increased latency due to email service connection timeouts
aliases:
- - email-service-1
- email-pod-1
fault:
- category: Network
condition: Chaos Mesh ... |
it-bench-sre-public-scenario-91 | Scenario-91 | sre | public | /home/user | ---
metadata:
version: "v1"
alerts:
- group_id: otel-demo-fraud-detection-kafka-network-partition
id: KafkaConnectionClosureRate
metadata:
description: Fraud detection service experiencing high Kafka connection closure rate due to network partition
- group_id: fraud-detection-service-1
id: Reque... |
it-bench-sre-public-scenario-102 | Scenario-102 | sre | public | /home/user | ---
fault:
- entity:
name: otel-demo-namespace-1
group_id: otel-demo-namespace-1
kind: Namespace
condition: Memory quota imposed on namespace preventing pod scheduling
category: custom
fault_mechanism: resource_quota_enforcement
alerts:
- id: NoRequestsDetected
group_id: ad-service... |
it-bench-sre-public-scenario-105 | Scenario-105 | sre | public | /home/user | ---
apiVersion: itbench.io/v1
kind: GroundTruth
metadata:
name: scenario-105
spec:
alerts:
- group_id: product-catalog-pod-1
id: PodCrashLoopBackOff
metadata:
description: Product catalog pod is in CrashLoopBackOff state
- group_id: checkout-service-1
id: RequestErrorRate
met... |
ITBench-AA
Artificial Analysis' release of the public scenarios from IBM's ITBench benchmark, used for the ITBench-AA leaderboard.
This repo currently contains the SRE subset (sre config). Each row is a
Kubernetes incident scenario with its expected contributing-factor entities. An
agent under evaluation is given access to an offline snapshot of the affected
cluster (alerts, events, traces, topology) and must identify the entity
(Deployment, Pod, ConfigMap, etc.) responsible for the failure.
The sre config contains only the 40 scenarios marked
source_split: public in our internal dataset (out of 59 total). The
remaining private/held-out scenarios are not included.
Source
The scenarios originate from itbench-hub/ITBench.
See the per-scenario directories at
scenarios/sre/project/roles/scenarios/files/scenario_<N> in that repo.
Fields
id_aa— Artificial Analysis row identifierscenario_id— upstream scenario identifier (e.g.Scenario-3)category— module identifier (sre)source_split— alwayspublicin this releasescenario_root— filesystem root used inside the evaluation sandboxground_truth_yaml— YAML describing the fault, alerts, entity groups, propagation graph, and recommended remediations for the scenario
Citation
If you use this dataset, please cite IBM's original ITBench paper alongside this release.
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