Metadata-Driven Data Platforms as the Foundation of Scalable Enterprise  Analytics

Saqib Khan

Metadata-Driven Data Platforms as the Foundation of Scalable Enterprise Analytics

Authors

Saqib Khan

Keywords:

Metadata-Driven Architecture, Enterprise Data Platforms, Data Lineage Tracing, ETL Pipeline Governance, Data Quality Management, Scalable Analytics Infrastructure

Abstract

Enterprise data platforms encounter escalating operational challenges as data source volumes expand andpipeline complexity intensifies. Code-centric architectures embedding transformation logic withinprocedural scripts create opacity. Such opacity undermines governance, auditability, and regulatory compliance across organizational data ecosystems.

References

Amir Masoud Sharifnia et al., "A Primer of Data Cleaning in Quantitative Research: Handling Missing Values and Outliers," Wiley, 2025. [Online]. Available: https://onlinelibrary.wiley.com/doi/pdf/10.1111/jan.16908

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Published

2026-01-31

How to Cite

Saqib Khan. (2026). Metadata-Driven Data Platforms as the Foundation of Scalable Enterprise Analytics . Journal of Computational Analysis and Applications (JoCAAA), 35(1), 792–801. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/4795