@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},}
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
@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}}
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
@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
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
@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},}
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
@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},}
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
@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},}
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
@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
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
@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}}