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