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idea overflow...
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idea overflow...
24 followers · 38 following

Achievements

Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Pull Shark

Achievements

Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Pull Shark

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@atlarge-research

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chuxiaoyu/README.md

Hello World 👋

I have the following ML / LLM / Agent related projects:

  1. Using LLMs API to extract structured data from cloud incident reports: llm-cloud-incident-extraction.
  2. Monitoring and analyzing LLM service outages: FAILS, and llm-service-analysis.
  3. Fine-tuning LLM for query segmentation: llm-finetune-for-query-segment.
  4. A simple LLM code fix agent: llm-code-fix-agent.
  5. ML for time series operational incident prediction: ml-time-series-incident-prediction.
  6. To be continued...

⚡ Fun fact: Impressed by AlphaGo in 2016, I created my GitHub account and switched from accounting to computer science.

Pinned Loading

  1. atlarge-research/llm-cloud-incident-extraction atlarge-research/llm-cloud-incident-extraction Public

    Artifact for "Leveraging LLMs for Structured Information Extraction and Analysis from Cloud Incident Reports (Work In Progress Paper)" (ICPE26 WIP)

    Python 1

  2. atlarge-research/FAILS atlarge-research/FAILS Public

    A Framework for Automated Collection and Analysis of Incidents on LLM Services (HotCloudPerf'25)

    Python 8 1

  3. atlarge-research/llm-service-analysis atlarge-research/llm-service-analysis Public

    Artifact for "An Empirical Characterization of Outages and Incidents in Public Services for Large Language Models" (ICPE'25)

    Jupyter Notebook 8

  4. atlarge-research/2024-icpads-hpc-workload-characterization atlarge-research/2024-icpads-hpc-workload-characterization Public

    Artifact for "Generic and ML Workloads in an HPC Datacenter: Node Energy, Job Failures, and Node-Job Analysis" (ICPADS'24)

    Jupyter Notebook 7 2

  5. ml-time-series-incident-prediction ml-time-series-incident-prediction Public

    Python

  6. llm-code-fix-agent llm-code-fix-agent Public

    Python