All datasets / LLM4Ops
LLM4Ops/Cloud-OpsBench
The declared licence (mit) is classified as permissive.
- Declared licence
- mit, from the tagEvidence: README.md at 1a02e54
- Licence files
LICENSE, detected asmitEvidence: LICENSE at 1a02e54- Declared sources
- None listed in the card metadata
- Access gated on Hugging Face
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Citation text from the card
@article{wang2026cloud,
title={Cloud-OpsBench: A reproducible benchmark for agentic root cause analysis in cloud systems},
author={Wang, Yilun and Yu, Guangba and Huang, Haiyu and Huang, Yujie and Wang, Zirui and Chen, Pengfei and Lyu, Michael R},
journal={arXiv preprint arXiv:2603.00468},
year={2026}
}
@inproceedings{yu2026freezing,
title={Freezing the Crime Scene: A State Snapshot Paradigm for Reproducible Agentic SRE Evaluation},
author={Yu, Guangba and Wang, Yilun and Lyu, Michael R},
booktitle={Proceedings of the 34th ACM International Conference on the Foundations of Software Engineering},
pages={1733--1737},
year={2026}
}
The same facts for your agent
A free MCP server at mcp.datalicense.uk/mcp. Connect it from an MCP client such as Claude or Cursor.
dataset_licence({ "id": "LLM4Ops/Cloud-OpsBench" })
signal: "permissive"
stated_licence: "mit"
sources: 0