Shenglin Zhang
- Robust Failure Diagnosis of Microservice System through Multimodal Data
2023/02/21 by Shenglin Zhang, Zhang, Shenglin, Pengxiang Jin +23 · 6 citations
Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software System Performance and Reliability #Software-Defined Networks and 5G
- LogLM: From Task-based to Instruction-based Automated Log Analysis
2024/10/12 by Yilun Liu, Liu, Yilun, Yuhe Ji +16 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Software Engineering (cs.SE)
- Failure Diagnosis in Microservice Systems: A Comprehensive Survey and Analysis
2024/06/27 by Shenglin Zhang, Sibo Xia, Zhang, Shenglin +15 · 7 citations
Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software System Performance and Reliability #Software-Defined Networks and 5G
- Assess and Summarize: Improve Outage Understanding with Large Language Models
2023/05/29 by Pengxiang Jin, Shenglin Zhang, Jin, Pengxiang +29 · 4 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software System Performance and Reliability
- OpsEval: A Comprehensive IT Operations Benchmark Suite for Large Language Models
2023/10/11 by Yuhe Liu, Liu, Yuhe, Changhua Pei +27 · 4 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Software Engineering Research #Topic Modeling
- LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces
2026/02/15 by Yukang Feng, Jianwen Sun, Zelai Yang +16 · 1 voice
Computer Science · #cs.SE #cs.MA
- TrioXpert: An Automated Incident Management Framework for Microservice System
2025/06/11 by Yongqian Sun, Yu Luo, Sun, Yongqian +12 · 2 citations
Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software System Performance and Reliability #Software-Defined Networks and 5G
- Enhanced Fine-Tuning of Lightweight Domain-Specific Q&A Model Based on Large Language Models
2024/08/22 by Shenglin Zhang, Pengtian Zhu, Zhang, Shenglin +19 · 1 citation
Computer Science · #Expert finding and Q&A systems
- KRCA: An Efficient Root Cause Analysis System in Hyper-Scale Microservice Systems via Agentic AI
2026/07/29 by Jiamin Jiang, Jingfei Feng, Yu Luo +9
Computer Science · #cs.SE