conf.researchr.org / Dongmei Zhang
Registered user since Fri 13 Apr 2018
Name:Dongmei Zhang
Country:China
Affiliation:Microsoft Research
Contributions
2025
2024
ICSE
- Author of UniLog: Automatic Logging via LLM and In-Context Learning within the Research Track-track
- Area Co-Chair for Analytics in Research Track within the Research Track-track
- Author of Xpert: Empowering Incident Management with Query Recommendations via Large Language Models within the Research Track-track
2023
Mining Software Repositories
ESEC/FSE
- Author of [Remote] Diffusion-Based Time Series Data Imputation for Cloud Failure Prediction at Microsoft 365 within the Industry Papers-track
- Author of Working with industry within the New Faculty Symposium-track
- Panelist in Program Committee within the New Faculty Symposium-track
- Author of [Remote] Assess and Summarize: Improve Outage Understanding with Large Language Models within the Industry Papers-track
- Author of [Remote] STEAM: Observability-Preserving Trace Sampling within the Industry Papers-track
- Sponsorship Co-Chair in Organizing Committee
- Author of TraceDiag: Adaptive, Interpretable, and Efficient Root Cause Analysis on Large-Scale Microservice Systems within the Industry Papers-track
ICSE
- Author of Aegis: Attribution of Control Plane Change Impact across Layers and Components for Cloud Systems within the SEIP - Software Engineering in Practice-track
- WS Co-Chair in Workshops within the Workshops-track
- Author of Incident-aware Duplicate Ticket Aggregation for Cloud Systems within the Technical Track-track
- Author of TraceArk: Towards Actionable Performance Anomaly Alerting for Online Service Systems within the SEIP - Software Engineering in Practice-track
- Author of CoCoSoDa: Effective Contrastive Learning for Code Search within the Technical Track-track
- Author of CONAN: Diagnosing Batch Failures for Cloud Systems within the SEIP - Software Engineering in Practice-track
- Workshops Co-Chair in Organising Committee
- Author of Did We Miss Something Important? Studying and Exploring Variable-Aware Log Abstraction within the Technical Track-track
2022
ESEC/FSE
ICSE
- New Faculty Symposium Co-Chair in Organizing Committee
- Author of DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning within the Technical Track-track
- Chair of Opening within the NFS - New Faculty Symposium-track
- Committee Member in Program Committee within the Technical Track-track
- Author of On the Evaluation of Neural Code Summarization within the Technical Track-track
- Chair of Closing within the NFS - New Faculty Symposium-track
- Committee Member in Organizing Committee within the NFS - New Faculty Symposium-track
- Author of Testing Machine Learning Systems in Industry: An Empirical Study within the SEIP - Software Engineering in Practice-track
Mining Software Repositories
2021
ESEC/FSE
- Committee Member in Program Committee within the Ideas, Visions and Reflections-track
- Ideas, Visions and Reflections Co-Chair in Organizing Committee
- Author of LS-Sampling: An Effective Local Search Based Sampling Approach for Achieving High t-wise Coverage within the Research Papers-track
- Author of Effective Low Capacity Status Prediction for Cloud Systems within the Industry Papers-track
- Committee Member in Program Committee within the Research Papers-track
- Co-chair in Program Committee within the Ideas, Visions and Reflections-track
- Author of Onion: Identifying Incident-Indicating Logs for Cloud Systems within the Industry Papers-track
- Author of Intelligent Container Reallocation at Microsoft 365 within the Industry Papers-track
ISSTA
ICSE
CloudIntelligence
- Author of F3: Fault Forecasting Framework for Cloud Systems within the CloudIntelligence 2021-track
- Committee Member in Steering Committee within the CloudIntelligence 2021-track
- Author of From Software Analytics to Cloud Intelligence – Reflection and Path Forward within the CloudIntelligence 2021-track
- Author of Infusing ML into VM Provisioning in Cloud within the CloudIntelligence 2021-track
2020
ESEC/FSE
- Author of Identifying Linked Incidents in Large-Scale Online Service Systems within the Research Papers-track
- Author of Efficient Customer Incident Triage via Linking with System Incidents within the Industry Papers-track
- Author of How to Mitigate the Incident? An Effective Troubleshooting Guide Recommendation Technique for Online Service Systems within the Industry Papers-track
- Author of Towards Intelligent Incident Management: Why We Need It and How We Make It within the Industry Papers-track
- Committee Member in Program Committee within the Industry Papers-track
- Author of Efficient Incident Identification from Multi-dimensional Issue Reports via Meta-heuristic Search within the Research Papers-track