Yu Kang

Orcid: 0009-0004-1735-5876

Affiliations:
  • Microsoft Research, Beijing, China


According to our database1, Yu Kang authored at least 26 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Nissist: An Incident Mitigation Copilot based on Troubleshooting Guides.
CoRR, 2024

UFO: A UI-Focused Agent for Windows OS Interaction.
CoRR, 2024

Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4.
CoRR, 2024

UniLog: Automatic Logging via LLM and In-Context Learning.
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

2023
Xpert: Empowering Incident Management with Query Recommendations via Large Language Models.
CoRR, 2023

TaskWeaver: A Code-First Agent Framework.
CoRR, 2023

Empowering Practical Root Cause Analysis by Large Language Models for Cloud Incidents.
CoRR, 2023

Assess and Summarize: Improve Outage Understanding with Large Language Models.
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

STEAM: Observability-Preserving Trace Sampling.
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Detection Is Better Than Cure: A Cloud Incidents Perspective.
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

NetPanel: Traffic Measurement of Exchange Online Service.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Incident-aware Duplicate Ticket Aggregation for Cloud Systems.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

CONAN: Diagnosing Batch Failures for Cloud Systems.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2023

2022
An Intelligent Framework for Timely, Accurate, and Comprehensive Cloud Incident Detection.
ACM SIGOPS Oper. Syst. Rev., 2022

UniParser: A Unified Log Parser for Heterogeneous Log Data.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

SPINE: a scalable log parser with feedback guidance.
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

An empirical study of log analysis at Microsoft.
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

2021
Fighting the Fog of War: Automated Incident Detection for Cloud Systems.
Proceedings of the 2021 USENIX Annual Technical Conference, 2021

How Long Will it Take to Mitigate this Incident for Online Service Systems?
Proceedings of the 32nd IEEE International Symposium on Software Reliability Engineering, 2021

Fast Outage Analysis of Large-scale Production Clouds with Service Correlation Mining.
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

2020
How to mitigate the incident? an effective troubleshooting guide recommendation technique for online service systems.
Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Efficient customer incident triage via linking with system incidents.
Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Identifying linked incidents in large-scale online service systems.
Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Towards intelligent incident management: why we need it and how we make it.
Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

How Incidental are the Incidents? Characterizing and Prioritizing Incidents for Large-Scale Online Service Systems.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

2019
Outage Prediction and Diagnosis for Cloud Service Systems.
Proceedings of the World Wide Web Conference, 2019


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