6 papers
CelerLog: Fast Log Parsing via Dynamic Routing
Shiwen Shan, Yintong Huo, Minxing Wang +3
Log parsing is a fundamental step for automated log analysis, which transforms raw log messages into structured formats. Existing syntax-based parsers struggle with complex logs be…
Mono2Sls: Automated Monolith-to-Serverless Migration via Multi-Stage Pipeline with Static Analysis
Xingyan Chen, Yuxin Su, Zishan Su +2
Cloud computing platforms offer elastic scaling, managed infrastructure, and pay-per-use pricing, but moving existing monolithic backends to them remains a difficult software engin…
LogFold: Compressing Logs with Structured Tokens and Hybrid Encoding
Shiwen Shan, Yintong Huo, Hongzhan Zhong +3
Logs are essential for diagnosing failures and conducting retrospective studies, leading many software organizations to retain log messages for a long time. Nevertheless, the volum…
ConfLogger: Enhance Systems' Configuration Diagnosability through Configuration Logging
Shiwen Shan, Yintong Huo, Yuxin Su +3
Modern configurable systems offer customization via intricate configuration spaces, yet such flexibility introduces pervasive configuration-related issues such as misconfigurations…
AnomalyGen: An Automated Semantic Log Sequence Generation Framework with LLM for Anomaly Detection
Xinyu Li, Yingtong Huo, Chenxi Mao +4
The scarcity of high-quality public log datasets has become a critical bottleneck in advancing log-based anomaly detection techniques. Current datasets exhibit three fundamental li…
CONNECTOR: Enhancing the Traceability of Decentralized Bridge Applications via Automatic Cross-chain Transaction Association
Dan Lin, Jiajing Wu, Yuxin Su +5
Decentralized bridge applications are important software that connects various blockchains and facilitates cross-chain asset transfer in the decentralized finance (DeFi) ecosystem…