Dynamic Tracking, MLOps, and Workflow Integration: Enabling Transparent Reproducibility in Machine Learning

Hamza Safri, George Papadimitriou, Ewa Deelman
September 2024
Cite Project DOI
Type
Conference paper
Publication
2024 IEEE 20th International Conference on e-Science (e-Science)
"Concurrent computing;Codes;Runtime;Federated learning;Refining;Pipelines;Metadata;Workflow Management System;Tracking;Versionning;MLops;Machine learning"
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.