Search Results for author: Robert B. Ross

Found 3 papers, 1 papers with code

WildfireGPT: Tailored Large Language Model for Wildfire Analysis

no code implementations12 Feb 2024 Yangxinyu Xie, Tanwi Mallick, Joshua David Bergerson, John K. Hutchison, Duane R. Verner, Jordan Branham, M. Ross Alexander, Robert B. Ross, Yan Feng, Leslie-Anne Levy, Weijie Su

The recent advancement of large language models (LLMs) represents a transformational capability at the frontier of artificial intelligence (AI) and machine learning (ML).

Language Modelling Large Language Model

Towards Continually Learning Application Performance Models

no code implementations25 Oct 2023 Ray A. O. Sinurat, Anurag Daram, Haryadi S. Gunawi, Robert B. Ross, Sandeep Madireddy

Machine learning-based performance models are increasingly being used to build critical job scheduling and application optimization decisions.

Scheduling

A Visual Analytics Framework for Reviewing Streaming Performance Data

1 code implementation26 Jan 2020 Suraj P. Kesavan, Takanori Fujiwara, Jianping Kelvin Li, Caitlin Ross, Misbah Mubarak, Christopher D. Carothers, Robert B. Ross, Kwan-Liu Ma

To support streaming data analysis, we introduce a visual analytic framework comprising of three modules: data management, analysis, and interactive visualization.

Management

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