3 papers
cs.SE2026
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…
cs.DC2024
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…
cs.CY2023
ChatGPT as a mapping assistant: A novel method to enrich maps with generative AI and content derived from street-level photographs
Levente Juhász, Peter Mooney, Hartwig H. Hochmair +1
This paper explores the concept of leveraging generative AI as a mapping assistant for enhancing the efficiency of collaborative mapping. We present results of an experiment that c…