LLM Agents for Interactive Workflow Provenance: Reference Architecture and Evaluation Methodology

Renan Souza 0001, Timothy Poteet, Brian Etz, Daniel Rosendo, Amal Gueroudji, Woong Shin, Prasanna Balaprakash, Rafael Ferreira da Silva. LLM Agents for Interactive Workflow Provenance: Reference Architecture and Evaluation Methodology. In Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC Workshops 2025, St Louis, MO, USA, November 16-21, 2025. pages 2257-2268, ACM, 2025. [doi]

Abstract

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