Refereed Publications

[J15] Coverage Goal Selector for Combining Multiple Criteria in Search-Based Unit Test Generation
Zhichao Zhou, Yuming Zhou, Chunrong Fang, Zhenyu Chen, Xiapu Luo, Jingzhu He, and Yutian Tang.
IEEE Transactions on Software Engineering (TSE), 2024. (Accepted)

[C14] POBO: Safe and Optimal Resource Management for Cloud Microservices
Hengquan Guo*, Hongchen Cao*, Jingzhu He, Xin Liu, and Yuanming Shi. (* Both are leading authors.)
Proc. of the 41st International Symposium on Computer Performance, Modeling, Measurements and Evaluation (Performance), 2023.

[C13] Understanding Software Security Vulnerabilities in Cloud Server Systems
Olufogorehan Tunde-Onadele, Yuhang Lin, Xiaohui Gu, and Jingzhu He.
Proc. of the 10th IEEE International Conference on Cloud Engineering (IC2E), 2022.

[C12] SHIL: Self-Supervised Hybrid Learning for Security Attack Detection in Containerized Applications
Yuhang Lin, Olufogorehan Tunde-Onadele, Xiaohui Gu, Jingzhu He, and Hugo Latapie.
Proc. of the 3rd IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 2022.

[C11] PerfSig: Extracting Performance Bug Signatures via Multi-modality Causal Analysis
Jingzhu He, Yuhang Lin, Xiaohui Gu, Chin-Chia Michael Yeh, and Zhongfang Zhuang.
Proc. of the 44th International Conference on Software Engineering (ICSE), 2022.

[P10] Toward Automatic Detection of Cloud Server Security Vulnerabilities
Olufogorehan Tunde-Onadele, Yuhang Lin, Xiaohui Gu, and Jingzhu He.
Proc. of 9th Annual Symposium on Hot Topics in the Science of Security Symposium (HotSoS), Poster Session, 2022.

[C9] Mining Anomalies in Subspaces of High-dimensional Time Series for Financial Transactional Data
Jingzhu He, Chin-Chia Michael Yeh, Yanhong Wu, Liang Wang, and Wei Zhang.
The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), Applied Data Science Track, 2021.

[C8] HangFix: Automatically Fixing Software Hang Bugs for Production Cloud Systems
Jingzhu He, Ting Dai, Xiaohui Gu, and Guoliang Jin.
Proc. of ACM Symposium on Cloud Computing (SoCC), 2020.

[C7] Self-Patch: Beyond Patch Tuesday for Containerized Applications
Olufogorehan Tunde-Onadele, Yuhang Lin, Jingzhu He, and Xiaohui Gu.
Proc. of IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), short paper, 2020.

[P6] Toward Just-in-Time Patching for Containerized Applications
Olufogorehan Tunde-Onadele, Yuhang Lin, Jingzhu He, and Xiaohui Gu.
Proc. of the 7th Annual Symposium on Hot Topics in the Science of Security Symposium (HotSoS), Poster Session, 2020.

[C5] TFix: Automatic Timeout Bug Fixing in Production Server Systems
Jingzhu He, Ting Dai, and Xiaohui Gu.
Proc. of IEEE International Conference on Distributed Computing Systems (ICDCS), 2019.

[C4] A Study on Container Vulnerability Exploit Detection
Olufogorehan Tunde-Onadele, Jingzhu He, Ting Dai, and Xiaohui Gu.
Proc. of IEEE International Conference on Cloud Engineering (IC2E), short paper, 2019.

[C3] DScope: Detecting Real-World Data Corruption Hang Bugs in Cloud Server Systems
Ting Dai, Jingzhu He, Xiaohui Gu, Shan Lu, and Peipei Wang.
Proc. of ACM Symposium on Cloud Computing (SoCC), 2018.

[C2] TScope: Automatic Timeout Bug Identification for Server Systems
Jingzhu He, Ting Dai, and Xiaohui Gu.
Proc. of IEEE International Conference on Autonomic Computing (ICAC), 2018.

[C1] Understanding Real-World Timeout Problems in Cloud Server Systems
Ting Dai, Jingzhu He, Xiaohui Gu, and Shan Lu.
Proc. of IEEE International Conference on Cloud Engineering (IC2E), 2018. (best paper nominee)

Preprints

[1] TFix+: Self-configuring Hybrid Timeout Bug Fixing for Cloud Systems
Jingzhu He, Ting Dai, and Xiaohui Gu.
arXiv preprint, 2021.