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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation is heavily Windows-centric, focusing exclusively on Microsoft HPC Pack, which is a Windows-based HPC solution. All configuration steps, prerequisites, and tooling (such as the azhpcpack.ps1 CLI) are Windows-specific, with no mention of Linux support, Linux node configuration, or equivalent Linux tools. Examples and instructions reference Windows technologies (Active Directory, PowerShell scripts, Windows Scheduled Tasks) and do not provide Linux alternatives or parity.
Recommendations
  • Explicitly state the lack of Linux support and provide a roadmap or timeline for future Linux compatibility.
  • Add documentation for Linux-based HPC solutions that can be integrated with CycleCloud, such as SLURM or PBS, and link to those guides.
  • If/when Linux support is added, provide equivalent Linux examples, tooling, and configuration steps alongside Windows instructions.
  • Mention Linux alternatives for Active Directory integration (e.g., LDAP, FreeIPA) and certificate management.
  • Offer cross-platform CLI tools or document how Linux users can manage clusters, even if only partial functionality is available.
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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