HeMiRCA: Fine-Grained Root Cause Analysis for Microservices with Heterogeneous Data Sources.
ACM Trans. Softw. Eng. Methodol., November, 2024
Learning to Ask: When LLMs Meet Unclear Instruction.
CoRR, 2024
A Unified Debugging Approach via LLM-Based Multi-Agent Synergy.
CoRR, 2024
MicroRes: Versatile Resilience Profiling in Microservices via Degradation Dissemination Indexing.
Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024
SPES: Towards Optimizing Performance-Resource Trade-Off for Serverless Functions.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
EvLog: Evolving Log Analyzer for Anomalous Logs Identification.
CoRR, 2023
Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023
EvLog: Identifying Anomalous Logs over Software Evolution.
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023
Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023
Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-source Data.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023
SemParser: A Semantic Parser for Log Analytics.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023
A Roadmap towards Intelligent Operations for Reliable Cloud Computing Systems.
Proceedings of the IEEE International Conference on Data Mining, 2023
An Adaptive Resilience Testing Framework for Microservice Systems.
CoRR, 2022
Identifying bladder layers from H and E images using U-Net image segmentation.
Proceedings of the Medical Imaging 2020: Digital Pathology, 2020
Automated T1 bladder risk stratification based on depth of lamina propria invasion from H and E tissue biopsies: a deep learning approach.
Proceedings of the Medical Imaging 2018: Digital Pathology, 2018
From Device Centric to People Centric Ubiquitous Computing: Pre-Service Teachers Using Technology Across Spaces.
Res. Pract. Technol. Enhanc. Learn., 2012
What, How and Why - A Peek into the Uses and Gratifications of Ubiquitous Computing for Pre-service Teachers in Singapore.
Proceedings of the Seventh IEEE International Conference on Wireless, 2012
A Pattern Recognition approach to automated XBRL extraction.
Proceedings of the 2012 IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2012
From Device Centric to People Centric Ubiquitous computing: Pre-service teachers using technology across spaces.
Proceedings of the Proceeding of the 19th International Conference on Computers in Education, 2011