datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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/Lemma-RCA-NEC/Cloud_Computing_Preprocessed.Cloud_Computing_Original
Data Description:
Both system metrics (json format) and log data (json format) were collected from Cloud Computing Platform with hundreds of system entities invovled. Six different types of real faults (including cryptojacking, silent pod degradation fault, malware attack, mistakes made by GitOps, configuration change failure, and bug infection) were simulated.
Citation:
Lecheng Zheng, Zhengzhang Chen, Dongjie Wang, Chengyuan Deng, Reon Matsuoka, and Haifeng… See the full description on the dataset page: https://huggingface.co/datasets/Lemma-RCA-NEC/Cloud_Computing_Original.Cloud_Computing_Original
Data Description:
Both system metrics (json format) and log data (json format) were collected from Cloud Computing Platform with hundreds of system entities invovled. Six different types of real faults (including cryptojacking, silent pod degradation fault, malware attack, mistakes made by GitOps, configuration change failure, and bug infection) were simulated.
License:
cc-by-nd-4.0: NoDerivatives.
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.cloudcomputingenglish-cloud-computing-basics-30Cloud_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/lxdsuperbeauty/Cloud_Computing_Preprocessed.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/MSLim/Cloud_Computing_Preprocessed.