Datasetpublic

Root-Cause-Benchmark/Cloud_Computing_Preprocessed

Data Description: Preprocessed system metrics and log data from Cloud Computing Platform. Constructed the metric time series (as npy format) from the original metrics data (Json format). Extracted the log messages from the original log data (Json format). Parsed the log messages into log event templates. Note: 20240207 data does not contain EKS log data; it solely comprises CloudTrail log data in CSV format. Consequently, this dataset does not require preprocessing with a log… See the full description on the dataset page: https://huggingface.co/datasets/Root-Cause-Benchmark/Cloud_Computing_Preprocessed.

sourceHugging Facecc-by-nc-4.0updated 1y agoView on Hugging Face

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rootREADME.md

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1---2license: cc-by-nc-4.03tags:4- root cause analysis5- microservice system6- multi-modal learning7- time series analysis8- log analysis9pretty_name: Cloud Computing Data10size_categories:11- 100M<n<1B12task_categories:13- time-series-forecasting14---15 16## Data Description:17 18Preprocessed system metrics and log data from Cloud Computing Platform.19 20Constructed the metric time series (as npy format) from the original metrics data (Json format). 21 22Extracted the log messages from the original log data (Json format). Parsed the log messages into log event templates. 23 24Note: 20240207 data does not contain EKS log data; it solely comprises CloudTrail log data in CSV format. Consequently, this dataset does not require preprocessing with a log parser.25 26 27 28## License:29 30cc-by-nd-4.0: NoDerivatives.