Research Article: Efficient Data Versioning in ML Experimentation Platforms

research-article
Received: Oct 10, 2025
Published: Oct 30, 2025
Authors: Anwar Hussein ✉ Nisha Kumar

Abstract

We design a lightweight data versioning framework integrated with DVC and Git LFS, achieving 43% faster lineage tracking across large datasets.

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Cite this article

Hussein, A. & Kumar, N. (2025). Research Article: Efficient Data Versioning in ML Experimentation Platforms. Research Explorations in Global Knowledge & Technology (REGKT), 4 (1). Retrieved from https://regkt.com/article.php?id=193&slug=efficient-data-versioning-ml-experimentation-platforms

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