Large Language Models for Anomaly Detection in Computational Workflows: From Supervised Fine-Tuning to In-Context Learning

Hongwei Jin, George Papadimitriou, Krishnan Raghavan, Pawel Zuk, Prasanna Balaprakash, Cong Wang, Anirban Mandal, Ewa Deelman
November 2024
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Type
Conference paper
Publication
Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis
"anomaly detection" "computational workflows" "in-context learning" "large language models" "supervised fine-tuning"
George Papadimitriou
George Papadimitriou
Software Development Engineer

My interests lie within the intersection of Distributed Computing and Data Intensive Applications. This includes concepts manifesting in High Performance Computing, Cloud Computing and Big Data systems.

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