2 citations · 2 across the 4 of their papers we have counts for
4 papers
Leveraging Resolved Incident History for LLM-Assisted Software Bug Diagnosis
Boyuan Guan, Hailu Xu, Jamie Rogers
Effective software bug diagnosis requires two ingredients: the right knowledge source (operational failure history, not just system documentation) and the right retrieval structure…
StraightLine: An End-to-End Resource-Aware Scheduler for Machine Learning Application Requests
Cheng-Wei Ching, Boyuan Guan, Hailu Xu +1
The life cycle of machine learning (ML) applications consists of two stages: model development and model deployment. However, traditional ML systems (e.g., training-specific or inf…
Improving CNN-base Stock Trading By Considering Data Heterogeneity and Burst
Keer Yang, Guanqun Zhang, Chuan Bi +3
In recent years, there have been quite a few attempts to apply intelligent techniques to financial trading, i.e., constructing automatic and intelligent trading framework based on…
Making Machine Learning Datasets and Models FAIR for HPC: A Methodology and Case Study
Pei-Hung Lin, Chunhua Liao, Winson Chen +3
The FAIR Guiding Principles aim to improve the findability, accessibility, interoperability, and reusability of digital content by making them both human and machine actionable. Ho…