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Xiaoyu Chu

Ph.D. Student
Vrije University Amsterdam
chuxiaoyu123 (at) gmail.com


About Me

Hoi! I am a Ph.D. student at the Massivizing Computer Systems Group, supervised by Alexandru Iosup. My research is applying data science and machine learning to support HPC Operational Data Analytics.

Research Interests

Publications

  1. [3] ICPADS'24 Generic and ML Workloads in an HPC Datacenter: Node Energy, Job Failures, and Node-Job Analysis
    Xiaoyu Chu*, Daniel Hofstätter*, Shashikant Ilager, Sacheendra Talluri, Duncan Kampert, Damian Podareanu, Dmitry Duplyakin, Ivona Brandic, Alexandru Iosup (*Equal contributions)
    The 30th International Conference on Parallel and Distributed Systems (ICPADS 2024)
    PDF Code Data Talk

  2. [2] GraphSys'24 Enabling Operational Data Analytics for Datacenters through Ontologies, Monitoring, and Simulation-based Prediction
    Shekhar Suman*, Xiaoyu Chu*, Dante Niewenhuis, Sacheendra Talluri, Tiziano De Matteis, Alexandru Iosup (*Equal contributions)
    The 2nd Workshop on Serverless, Extreme-Scale, and Sustainable Graph Processing Systems (GraphSys 2024)
    PDF Code

  3. [1] HotCloudPerf'23 How Do ML Jobs Fail in Datacenters? Analysis of a Long-Term Dataset from an HPC Cluster
    Xiaoyu Chu, Sacheendra Talluri, Laurens Versluis, Alexandru Iosup
    The 6th Workshop on Hot Topics in Cloud Computing Performance (HotCloudPerf 2023)
    PDF Code Data Talk



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