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KPI anomaly detection Root cause localization for multi-dimensional data Failure discovery and diagnosis
Please cite our paper of constructing benchmark datasets:
@article{li2022constructing,
title={Constructing Large-Scale Real-World Benchmark Datasets for AIOps},
author={Li, Zeyan and Zhao, Nengwen and Zhang, Shenglin and Sun, Yongqian and Chen, Pengfei and Wen, Xidao and Ma, Minghua and Pei, Dan},
journal={arXiv preprint arXiv:2208.03938},
year={2022}
}
KPI anomaly detection
Log analysis
Trace anomaly detection
Root cause localization
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WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications
Python
480
139
ISSRE'20: Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks
Python
283
57
KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
Python
957
230
ISSRE 2019: Generic and Robust Localization of Multi-Dimensional Root Cause
Python
107
21
2018AIOps: The 1st match for AIOps
105
20
The published dataset of AIOps Challenge 2020
78
12
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sktime
Public
Forked from
sktime/sktime
A unified framework for machine learning with time series
NetManAIOps/sktime's past year of commit activity
Python
2
BSD-3-Clause
2,544
0
1
Updated Nov 12, 2026
NetManAIOps/TSAgentRuntime's past year of commit activity
Python
0
0
0
0
Updated Oct 28, 2026
FoundRoot
Public
[ICSE' 26] FoundRoot: Towards Foundation Model for Root Cause Analysis via Structured Deep Thinking
NetManAIOps/FoundRoot's past year of commit activity
Python
9
MIT
2
0
0
Updated Sep 11, 2026
TimeSense
Public
The official implementation of *TimeSense* (EMNLP'26).
NetManAIOps/TimeSense's past year of commit activity
Python
1
MIT
0
0
0
Updated Aug 31, 2026
ChatTS
Public
[VLDB' 25] ChatTS: LLM for Time Series Understanding and Reasoning
NetManAIOps/ChatTS's past year of commit activity
Python
490
MIT
56
0
0
Updated Jul 9, 2026
SPRINT
Public
The official implementation of *SPRINT* (ICML'26).
NetManAIOps/SPRINT's past year of commit activity
Python
8
0
0
0
Updated Jul 4, 2026
TameR
Public
The official implementation of *TameR* (ICML'26).
NetManAIOps/TameR's past year of commit activity
Python
4
0
0
0
Updated Jul 4, 2026
AutoDA-Timeseries
Public
AutoDA-Timeseries: Automated Data Augmentation for Time Series
NetManAIOps/AutoDA-Timeseries's past year of commit activity
Python
6
0
2
0
Updated Jun 15, 2026
NetManAIOps/KAD-Disformer's past year of commit activity
Jupyter Notebook
8
2
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Updated Oct 13, 2025
NetManAIOps/course.aiops.org's past year of commit activity
HTML
2
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Updated Jul 25, 2025