Publications

2024

1. ICDE’24

   SPES: Towards Optimizing Performance-Resource Trade-Off for Serverless Functions

   Cheryl Lee, Zhouruixing Zhu, Tianyi Yang, and 3 more authors

   In Proceedings of IEEE 40th International Conference on Data Engineering 2024

   arXiv Bib

   @inproceedings{li2024SPES,
     title = {SPES: Towards Optimizing Performance-Resource Trade-Off for Serverless Functions},
     author = {Lee, Cheryl and Zhu, Zhouruixing and Yang, Tianyi and Su, Yuxin and He, Pinjia and Lyu, Michael R},
     booktitle = {Proceedings of IEEE 40th International Conference on Data Engineering},
     year = {2024},
     organization = {IEEE},
   }

2. TOSEM

   HeMiRCA: Fine-grained root cause analysis for microservices with heterogeneous data sources

   Zhouruixing Zhu, Cheryl Lee, Xiaoying Tang, and 1 more author

   In ACM Transactions on Software Engineering and Methodology (Just Accepted) 2024

   Bib

   @inproceedings{zhu2024HeMiRCA,
     title = {HeMiRCA: Fine-grained root cause analysis for microservices with heterogeneous data sources},
     author = {Zhu, Zhouruixing and Lee, Cheryl and Tang, Xiaoying and He, Pinjia},
     booktitle = {ACM Transactions on Software Engineering and Methodology (Just Accepted)},
     year = {2024},
     organization = {ACM}
   }

3. ISSTA’24

   MicroRes: Versatile Resilience Profiling in Microservices via Degradation Dissemination Indexing

   Tianyi Yang, Cheryl Lee, Jiacheng Shen, and 3 more authors

   In Proceedings of ACM SIGSOFT 33rd International Symposium on Software Testing and Analysis 2024

   arXiv Bib

   @inproceedings{yang2024microres,
     title = {MicroRes: Versatile Resilience Profiling in Microservices via Degradation Dissemination Indexing},
     author = {Yang, Tianyi and Lee, Cheryl and Shen, Jiacheng and Su, Yuxin and Yang, Yongqiang and Lyu, Michael R},
     booktitle = {Proceedings of ACM SIGSOFT 33rd International Symposium on Software Testing and Analysis},
     year = {2024}
   }

2023

1. ISSRE’23

   EvLog: Identifying Anomalous Logs over Software Evolution

   Yintong Huo, Cheryl Lee, Yuxin Su, and 3 more authors

   In Proceedings of IEEE 34th International Symposium on Software Reliability Engineering 2023

   arXiv
2. ASE’23

   Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion

   Cheryl Lee, Tianyi Yang, Zhuangbin Chen, and 2 more authors

   In Proceedings of IEEE/ACM 38th International Conference on Automated Software Engineering 2023

   arXiv Bib Slides

   @inproceedings{li2023Maat,
     title = {Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion},
     author = {Lee, Cheryl and Yang, Tianyi and Chen, Zhuangbin and Su, Yuxin and Lyu, Michael R},
     booktitle = {Proceedings of IEEE/ACM 38th International Conference on Automated Software Engineering},
     year = {2023},
     organization = {IEEE/ACM},
   }

3. ICSE’23

   Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-source Data

   Cheryl Lee, Tianyi Yang, Zhuangbin Chen, and 2 more authors

   In Proceedings of IEEE 45th International Conference on Software Engineering 2023

   arXiv Bib Slides

   @inproceedings{li2023eadro,
     title = {Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-source Data},
     author = {Lee, Cheryl and Yang, Tianyi and Chen, Zhuangbin and Su, Yuxin and Lyu, Michael R},
     booktitle = {Proceedings of IEEE 45th International Conference on Software Engineering},
     year = {2023},
     organization = {IEEE},
   }

4. ICSE’23

   Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention

   Cheryl Lee, Tianyi Yang, Zhuangbin Chen, and 3 more authors

   In Proceedings of IEEE 45th International Conference on Software Engineering 2023

   arXiv Bib Slides

   @inproceedings{li2023heterogeneous,
     title = {Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention},
     author = {Lee, Cheryl and Yang, Tianyi and Chen, Zhuangbin and Su, Yuxin and Yang, Yongqiang and Lyu, Michael R},
     booktitle = {Proceedings of IEEE 45th International Conference on Software Engineering},
     year = {2023},
     organization = {IEEE},
   }

5. ICSE’23

   A Semantic-aware Parsing Approach for Log Analytics

   Yintong Huo, Yuxin Su, Cheryl Lee, and 1 more author

   In Proceedings of IEEE 45th International Conference on Software Engineering 2023

   arXiv Bib

   @inproceedings{huo2023semantic,
     title = {A Semantic-aware Parsing Approach for Log Analytics},
     author = {Huo, Yintong and Su, Yuxin and Lee, Cheryl and Lyu, Michael R},
     booktitle = {Proceedings of IEEE 45th International Conference on Software Engineering},
     year = {2023},
     organization = {IEEE}
   }

2022

1. ISSRE’22

   Managing Service Dependency for Cloud Reliability: The Industrial Practice

   Tianyi Yang, Cheryl Lee, Jiacheng Shen, and 3 more authors

   In Companion Proceedings of IEEE 33rd International Symposium on Software Reliability Engineering 2022

   arXiv Bib

   @inproceedings{yang2022managing,
     title = {Managing Service Dependency for Cloud Reliability: The Industrial Practice},
     author = {Yang, Tianyi and Lee, Cheryl and Shen, Jiacheng and Su, Yuxin and Yang, Yongqiang and Lyu, Michael R},
     booktitle = {Companion Proceedings of IEEE 33rd International Symposium on Software Reliability Engineering},
     pages = {1--2},
     year = {2022},
     organization = {IEEE}
   }