Publications

@article{Lyu2024AIOpsUpdate,

title = {On the Model Update Strategies for Supervised Learning in AIOps Solutions},

author = {Yingzhe Lyu and Heng Li and Zhen Ming Jiang and Ahmed E. Hassan},

url = {https://arxiv.org/abs/2311.03213},

doi = {10.1145/366459},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {ACM Transactions on Software Engineering and Methodology (TOSEM)},

volume = {33},

number = {7},

pages = {1–38},

publisher = {ACM},

keywords = {AIOps, Model Maintenance},

pubstate = {published},

tppubtype = {article}

}

@article{Aghili2023AIOps,

title = {Studying the characteristics of AIOps projects on GitHub},

author = {Roozbeh Aghili and Heng Li and Foutse Khomh},

url = {https://arxiv.org/abs/2212.13245, Preprint

https://github.com/mooselab/studying_aiops_github, Data

},

doi = {10.1007/s10664-023-10382-z},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {Empirical Software Engineering (EMSE)},

volume = {28},

number = {143},

pages = {49 pages},

publisher = {Springer},

keywords = {AIOps},

pubstate = {published},

tppubtype = {article}

}

@article{LyuAIOpsDataSplitting,

title = {An Empirical Study of the Impact of Data Splitting Decisions on the Performance of AIOps Solutions},

author = {Yingzhe Lyu and Heng Li and Mohammed Sayagh and Zhen Ming Jiang and Ahmed E. Hassan},

doi = {10.1145/3447876},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

journal = {ACM Transactions on Software Engineering and Methodology (TOSEM)},

volume = {30},

number = {4},

pages = {1–38},

publisher = {ACM},

keywords = {AIOps},

pubstate = {published},

tppubtype = {article}

}

@article{Li2020NodeFailurePrediction,

title = {Predicting Node Failures in an Ultra-Large-Scale Cloud Computing Platform: An AIOps Solution},

author = {Yangguang Li and Zhen Ming Jiang and Heng Li and Ahmed E. Hassan and Cheng He and Ruirui Huang and Zhengda Zeng and Mian Wang and Pinan Chen},

doi = {10.1145/3385187},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

journal = {ACM Transactions on Software Engineering and Methodology (TOSEM)},

volume = {29},

number = {2},

pages = {13:1–13:24},

publisher = {ACM},

keywords = {AIOps},

pubstate = {published},

tppubtype = {article}

}