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
Summary
The documentation page describes the lift and shift process for HPC environments to Azure, but it lacks explicit examples or references to Linux-specific tools, patterns, or commands. While it mentions job schedulers common in Linux HPC (Slurm, PBS, LSF), the guidance and quick start recommendations focus on Azure-specific tools (CycleCloud) without providing parity for Linux-native deployment or management approaches. No Linux CLI or shell examples are given, and there is no mention of Linux-specific configuration or troubleshooting steps. The structure and recommendations implicitly prioritize Windows/Azure management paradigms over Linux-native ones.
Recommendations
  • Include Linux shell (bash) examples for common administrative tasks (e.g., cluster deployment, monitoring, troubleshooting).
  • Provide guidance on integrating Linux-native tools (such as Ansible, shell scripts, or Linux CLI utilities) for cluster management alongside Azure tools.
  • Add references to Linux-based deployment templates or automation scripts (for example, Terraform or ARM templates tailored for Linux clusters).
  • Explicitly mention Linux OS considerations for HPC workloads, including configuration, security, and performance tuning.
  • Ensure that any quick start or best practice guides include Linux-centric options and examples, not just Azure/Windows-focused solutions.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased