论文成果
关于云系统与人工智能系统可靠性和优化的研究。
* 共同第一作者 · ✉️ 通讯作者
2026
CCISolver: End-to-End Detection and Repair of Method-Level Code-Comment Inconsistency
In IEEE Transactions on Software Engineering.
EFRC is Adapted to Access-rate Imbalance: A Class of Efficient and Fair Replacement Algorithms for Cache Sharing
In ACM Transactions on Storage.
面向大规模在线系统的故障根因变更识别 (Root Cause Change Identification for Failures in Large-scale Online System; in Chinese)
In Journal of Software (Chinese).
LLMGuard: Multi-Agent Fault Diagnosis for Reliable Language-Model-as-a-Service
In IEEE/IFIP International Conference on Dependable Systems and Networks.
OpsLens: Runbook-Free Root Cause Analysis via Multi-agent Collaboration and Tool Management
In IEEE/ACM International Conference on Automated Software Engineering.
2025
iKnow: an Intent-Guided Chatbot for Cloud Operations with Retrieval-Augmented Generation
In 40th IEEE/ACM International Conference on Automated Software Engineering
ACM SIGSOFT 杰出论文奖
AlertGuardian: Intelligent Alert Life-Cycle Management for Large-scale Cloud Systems
In 40th IEEE/ACM International Conference on Automated Software Engineering
- 云系统
- 告警管理
NetScope: Fault Localization in Programmable Networking Systems With Low-Cost In-Band Network Telemetry and In-Network Detection
In IEEE Transactions on Networking
Subgraphs as First-Class Citizens in Incident Management for Large-Scale Online Systems: An Evolution-Aware Framework
In IEEE Transactions Software Engineering
Causelens: Causality-Based Interpretable Root Cause Analysis for Microservice Systems
In IEEE/ACM International Symposium on Quality of Service
LLMPrism: Black-box Performance Diagnosis for Production LLM Training Platforms
In 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks
Take Kernel Stack Overhead Out: eBPF-Enhanced Network Acceleration for Distributed Training within Ethernet
In 16th International Conference on Internetware.
COCA: Generative Root Cause Analysis for Distributed Systems with Code Knowledge
In 47th IEEE/ACM International Conference on Software Engineering
- 分布式系统
- 根因分析
Conan: Uncover Consensus Issues in Distributed Databases Using Fuzzing-Driven Fault Injection
In IEEE International Conference on Software Analysis, Evolution and Reengineering
2024
FaaSRCA: Full Lifecycle Root Cause Analysis for Serverless Applications
In 35th IEEE International Symposium on Software Reliability Engineering.
MicroFI: Non-Intrusive and Prioritized Request-Level Fault Injection for Microservice Applications
In IEEE Transactions on Dependable and Secure Computing
2023
LogReducer: Identify and Reduce Log Hotspots in Kernel on the Fly
In 45th IEEE/ACM International Conference on Software Engineering
FaaSDeliver: Cost-Efficient and QoS-Aware Function Delivery in Computing Continuum
In IEEE Transaction on Service Computing
SwissLog: Robust Anomaly Detection and Localization for Interleaved Unstructured Logs
In IEEE Transactions on Dependable and Secure Computing
A Spatiotemporal Deep Learning Approach for Unsupervised Anomaly Detection in Cloud Systems
In IEEE Transactions on Neural Networks and Learning Systems
ESI 高被引论文
面向Java微服务系统的透明请求追踪及采样方法 (Transparent Request Tracing and Sampling for Java Microservice Systems; in Chinese)
In Journal of Software (Chinese).
2022
Going through the Life Cycle of Faults in Clouds: Guidelines on Fault Handling
In 33rd IEEE International Symposium on Software Reliability Engineering
TS-InvarNet: Anomaly Detection and Localization based on Tempo-spatial KPI Invariants in Distributed Services
In Proceeidings of 2022 IEEE International Conference on Web Services
Microscaler: Cost-Effective Scaling for Microservice Applications in the Cloud With an Online Learning Approach
In IEEE Transaction on Cloud Computing
2021
Sieve: Attention-based Sampling of End-to-End Trace Data in Distributed Microservice Systems
In Proceeidings of 2021 IEEE International Conference on Web Services
T-Rank: A Lightweight Spectrum based Fault Localization Approach for Microservice Systems
In Proceedings of 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet Computing
Kmon: An In-kernel Transparent Monitoring System for Microservice Systems with eBPF
In Proceedings of 2021 IEEE/ACM International Workshop on Cloud Intelligence
2020
A Learning-based Dynamic Load Balancing Approach for Microservice Systems in Multi-cloud Environment
In Proceedings of IEEE 26th International Conference on Parallel and Distributed Systems
SwissLog: Robust and Unified Deep Learning Based Log Anomaly Detection for Diverse Faults
In Proceedings of the 2020 IEEE 31st International Symposium on Software Reliability Engineering
A Framework of Virtual War Room and Matrix Sketch-Based Streaming Anomaly Detection for Microservice Systems
In IEEE Access
2019
Microscaler: Automatic Scaling for Microservices with an Online Learning Approach
In Proceedings of the 2019 IEEE International Conference on Web Services