Sad Tux - Windows bias detected
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

Detected Bias Types
windows_first
missing_linux_example
windows_tools
powershell_heavy
Summary
The documentation for Microsoft HPC Pack integration in Azure CycleCloud exhibits significant Windows bias. All examples, tools, and configuration steps are centered around Windows technologies (Active Directory, Windows Server, PowerShell scripts, Windows Scheduled Tasks, and Windows-specific CLI tools). Linux compute nodes are explicitly not supported, and there are no Linux equivalents or examples provided. Windows patterns and tools are mentioned exclusively and first throughout the page.
Recommendations
  • Add information about Linux support and roadmap, if available, or clarify limitations and alternatives for Linux users.
  • Provide Linux-specific examples, tools, or configuration steps where possible, or reference equivalent Linux HPC solutions.
  • Include notes or cross-references to CycleCloud documentation for Linux clusters to help users find relevant information.
  • If CLI tools or scripts are Windows-only, suggest or develop cross-platform alternatives, or clarify their platform limitations.
  • Document any planned or experimental support for Linux compute nodes, and invite feedback from Linux users.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased