📚 Haiyu Huang is currently a 1st-year CSE M.Phil candidate at Sun Yat-Sen University, advised by Professor Pengfei Chen. Previously, he received a B.E. in CSE from Sun Yat-Sen University in 2023. He has interned at Alibaba Cloud, Huawei, and Ant Group in Cloud Native Application Performance Management related departments, developing algorithms and solving real-world problems.
💡 His research interest lies in microservices reliabilty (e.g., developing observability tools for cloud systems.), AI for DevOps (e.g., automating software debugging and troubleshooting during development or operations, especially using LLMs) and MLOps (e.g., automating AI system operations).
🔥 News
- 2024.08: 🎉🎉 Our paper “FaaSConf: QoS-aware Hybrid Resources Configuration for Serverless Workflows” was accepted by ASE’24 Research Track.
- 2024.07: 🎉🎉 Our paper “FaaSRCA: Full Lifecycle Root Cause Analysis for Serverless Applications” was accepted by ISSRE’24 Research Track.
- 2024.06: 🎉🎉 Our paper “TraStrainer: Adaptive Sampling for Distributed Traces with System Runtime State” has won an ACM SIGSOFT Distinguished Paper award 🏆.
- 2024.01: 🎉🎉 Our paper “TraStrainer: Adaptive Sampling for Distributed Traces with System Runtime State” was accepted by FSE’24 Research Track.
- 2023.12: 🎉🎉 Our LLM-based AIOps solutions won 3rd place🥉 in the 2023 CCF International AIOps Challenge (ranking 1st🏅 among student teams).
📝 Publications
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FSE ‘24 Distinguished Paper Award TraStrainer: Adaptive Sampling for Distributed Traces with System Runtime State
Haiyu Huang, Xiaoyu Zhang, Pengfei Chen, Zilong He, Zhiming Chen, Guangba Yu, Hongyang Chen and Chen Sun.
The ACM International Conference on the Foundations of Software Engineering, Porto de Galinhas, Brazil, July 2024.
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ASE ‘24 FaaSConf: QoS-aware Hybrid Resources Configuration for Serverless Workflows
Yilun Wang, Pengfei Chen, Hui Dou, Guangba Yu, Zilong He and Haiyu Huang.
The 39th IEEE/ACM International Conference on Automated Software Engineering, California, United States, October 2024.
[Paper] [Code] [Slides] [DOI]
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ISSRE ‘24 FaaSRCA: Full Lifecycle Root Cause Analysis for Serverless Applications
Jin Huang, Pengfei Chen, Guangba Yu, Yilun Wang, Haiyu Huang and Zilong He.
The 35th International Symposium on Software Reliability Engineering, Tsukuba, Japan, October 2024.
[Paper] [Code] [Slides] [DOI]
🎖 Honors and Awards
- 2024.06 ACM SIGSOFT Distinguished Paper award, FSE 2024.
- 2023.12 3rd Prize, CCF International AIOps Challenge (Ranked 1st among student teams) (As Team Leader).
- 2020.10 National Scholarship, Ministry of Education of the P.R. China.
📖 Educations
- 2023.09 - (now), present M.Phil student, Sun Yat-Sen University
- 2019.09 - 2023.06, Bachelor degree, Sun Yat-Sen University
- GPA: 4.1/5.0; Rank: Top 10%
💬 Services
- Reviewer: WWW 2024