Document Details
Azure Stack Edge Gpu Deploy Gpu Virtual Machine
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
powershell_heavy
windows_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. Azure PowerShell is referenced as the primary method for connecting to Azure Resource Manager and for removing GPU extensions, with no mention of equivalent Linux CLI or Bash commands. Troubleshooting steps and extension installation instructions prioritize Windows (e.g., enabling TLS 1.2 on Windows 2016 VHD), while Linux-specific guidance (such as for Red Hat images) is brief and secondary. There are no explicit Linux command-line examples or references to Linux-native tools, and Windows-specific issues are highlighted before Linux equivalents.
Recommendations
- Include Azure CLI and Bash examples for connecting to Azure Resource Manager and managing VM extensions, alongside PowerShell instructions.
- Provide explicit Linux command-line instructions for removing GPU extensions, such as using Azure CLI or REST API.
- Balance troubleshooting guidance by including common Linux VM issues and their resolutions, not just Windows-specific problems.
- Ensure that Linux examples (e.g., for Ubuntu, CentOS, Red Hat) are given equal prominence and detail as Windows examples.
- When referencing tools or commands, mention both Windows and Linux equivalents, and avoid presenting Windows-first unless there is a technical reason.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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