Service Health State Transition Dataset
- Records
- 6600
- Size
- 0.5GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-04
This dataset records infrastructure service metrics snapshots, logs, distributed traces, and relevant deployment or configuration events from observation windows, alongside the current state, subsequent state, transition timestamp, and time to transition. It covers changes among states such as healthy, degraded, failed, and recovered, supporting analysis of how observability signals relate to service health over time. It is suitable for next-state prediction, service health assessment, and training or evaluating infrastructure monitoring models.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| next_state | string | The subsequent service health state used as the target for transition prediction or evaluation. |
| logs_window | array | Raw service log entries collected during the observation window. |
| current_state | string | The service health state at the end of the observation window, derived from available observability signals. |
| traces_window | array | Raw distributed trace data collected during the observation window. |
| metrics_snapshot | object | Raw service metrics from the observation window, such as latency, request rate, error rate, and resource utilization. |
| deployment_events | array | Deployment or configuration change events relevant to the service and observation window. |
| transition_timestamp | string | The timestamp when the transition to the next service state occurs. |
| time_to_transition_seconds | number | Elapsed time from the end of the observation window until the next state transition. |
Trust
Compliance Statement
Authorization Type
Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use
Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization
No PII, no real company names, simulated scenarios follow industry standards
Compliance System
Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs
FAQ
Frequently Asked Questions
- What does the dataset contain?
- Each record covers service metrics, logs, distributed traces, and relevant deployment or configuration events from an observation window. It also provides the current state, next state, transition timestamp, and time to transition.
- Which prediction tasks does it support?
- The data can support predicting a service's next health state from current observability signals, as well as state classification, transition analysis, and transition-time prediction.
- What are the dataset size and quality specifications?
- The available information does not specify the sample count, time span, or collection environment. The schema includes multiple observability signal types and explicit state-transition targets; consult the dataset details for information about size, completeness, and quality.
- How can I access the data, and what usage rights apply?
- Check the dataset product page for available access methods, file specifications, and licensing terms. Before use, confirm that the license covers your intended research, training, or commercial use.
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Cite this Work
@dataset{Mobiusi2026,
title={Service Health State Transition Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/6f05d4f07a9fe160db000749928a60a4?dataset_task_cate_id=11},
urldate={2026-10-26},
keywords={service health dataset,state transition prediction,next-state prediction,infrastructure monitoring data,observability data,service failure prediction,metrics logs traces,cloud service operations},
version={1.0}
}Using this in research? Please cite us.