grant
CAREER: ElasticCML: Elastic Framework for Collaborative Machine Learning in Multi-Cloud Environments
Organization Case Western Reserve UniversityLocation CLEVELAND, United StatesPosted 1 Feb 2025Deadline 31 Jan 2030
NSFUS FederalResearch GrantScience FoundationOH
Description preview
This project addresses the growing challenges in collaborative machine learning (CML) across industries like healthcare and finance, where participants jointly develop machine learning (ML) models while preserving data privacy. Current CML systems struggle with participant heterogeneity, varying network conditions, and diverse pricing models in…
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