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_missing
⚠️ linux_first
⚠️ missing_windows_example
Summary:
The documentation demonstrates a Linux-first bias, as all job scheduler examples (Slurm commands, shell scripts) are provided exclusively in Bash and for Linux environments. There are no Windows or PowerShell examples, nor is there mention of Windows-native HPC schedulers or Windows-specific deployment patterns. The documentation assumes a Linux-based workflow throughout.
Recommendations:
  • Add equivalent PowerShell examples for deploying and configuring job schedulers via CycleCloud on Windows nodes.
  • Include examples of job submission using Windows-native tools or demonstrate how to submit jobs from a Windows environment (e.g., using PowerShell or Windows Subsystem for Linux).
  • Mention whether CycleCloud and the supported schedulers (Slurm, PBSPro, etc.) can be deployed on Windows compute nodes, and if not, clarify this limitation.
  • If Windows-based HPC schedulers (such as Microsoft HPC Pack) are supported, provide guidance or references for their configuration and migration.
  • Explicitly state OS compatibility for each scheduler and provide parity in examples for both Linux and Windows where possible.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

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