This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Bias Types:
⚠️ windows_tools
⚠️ windows_first
Summary:
The documentation page lists Microsoft HPC Pack—a Windows-specific scheduler—prominently among cluster template types, and links to Windows PowerShell documentation for it. This gives Windows tools visibility equal to or greater than Linux-native schedulers. There are no explicit Linux command-line or shell examples, but the CLI example is cross-platform. However, the inclusion and linking of Windows tools and documentation before or alongside Linux equivalents may indicate a subtle Windows bias.
Recommendations:
  • Ensure Linux-native tools (e.g., Slurm, OpenPBS, HTCondor) are described with equal detail and prominence as Windows tools.
  • Avoid linking to Windows/PowerShell documentation (e.g., for HPC Pack) without providing equivalent Linux-focused documentation for other schedulers.
  • Add explicit Linux shell (bash) examples where possible, or clarify that the CLI commands are cross-platform.
  • Consider ordering the template types so that Linux-native schedulers are not overshadowed by Windows-specific options.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean