KnowledgeDiscovery
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README.md
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license: cc-by-nc-4.0
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---
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license: cc-by-nc-4.0
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tags:
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- root cause analysis
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- microservice system
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- multi-modal learning
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- time series analysis
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- log analysis
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pretty_name: Product Review Microservice Data
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size_categories:
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- 100M<n<1B
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task_categories:
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- time-series-forecasting
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---
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## Data Description:
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Preprocessed metrics (i.e., time series) and log data from Product Review Microservice Platform.
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## Citation:
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[1] Lecheng Zheng, Zhengzhang Chen, Jingrui He, Haifeng Chen:
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MULAN: Multi-modal Causal Structure Learning and Root Cause Analysis for Microservice Systems. WWW 2024: 4107-4116.
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[2] Dongjie Wang, Zhengzhang Chen, Jingchao Ni, Liang Tong, Zheng Wang, Yanjie Fu, Haifeng Chen:
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Interdependent Causal Networks for Root Cause Localization. KDD 2023: 5051-506.
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[3]. Dongjie Wang, Zhengzhang Chen, Yanjie Fu, Yanchi Liu, Haifeng Chen:
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Incremental Causal Graph Learning for Online Root Cause Analysis. KDD 2023: 2269-2278.
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## License:
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cc-by-nc-4.0: NonCommercial — You can not use the data for commercial purposes.
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