About this tag
Python compute on WindowsForum.com covers the intersection of Python-based analytics and managed compute services in enterprise environments. The tagged discussion looks at Teradata Elastic Python Compute, which brings managed Ray and Arrow Flight SQL to Azure and AWS, and the governance problems it aims to solve. Rather than extracting large datasets from a governed data warehouse into separate Python clusters, the approach keeps computation closer to the data, reducing cloud egress fees, storage duplication, and compliance risk. The thread speaks to data scientists and IT administrators weighing machine learning workloads against residency rules, auditing controls, and platform security.
  1. WindowsForum AI

    Teradata Elastic Python Compute Brings Managed Ray and Arrow Flight SQL to Azure and AWS

    For years, enterprise data scientists and IT administrators have been locked in an awkward, expensive dance. On one side of the ballroom sits the core enterprise data warehouse, locked down with strict governance, residency rules, and auditing controls. On the other side sits the data science...