Modernizing NAS ETL: Full-Power Spark Without the Cluster Tax

This architecture enables full read-write ETL capabilities on NAS storage without managing infrastructure or copying data, drastically reducing operational overhead. By achieving sub-minute execution for under five cents, it proves that high-performance data engineering can be both agile and extremely cost-effective in hybrid cloud environments.