Document Details
Azure Stack Edge Gpu Deploy Kubernetes Gpu Sharing
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_first
windows_tools
missing_linux_example
Summary
The documentation is heavily biased towards Windows environments. All command-line examples use PowerShell syntax and are shown in Windows terminal contexts (e.g., PS C:\WINDOWS\system32>). Device management commands (e.g., Get-HcsGpuNvidiaSmi, Start-HcsGpuMPS) are presented as PowerShell cmdlets with no mention of Linux/macOS alternatives or equivalents. There are no Linux/macOS shell examples, and instructions for Linux users are missing throughout, despite Kubernetes and NVIDIA tooling being cross-platform.
Recommendations
- Provide equivalent Linux/macOS shell examples for all kubectl and device management commands.
- Clarify whether device management cmdlets (e.g., Get-HcsGpuNvidiaSmi, Start-HcsGpuMPS) are available or supported on Linux/macOS, and if not, suggest alternative approaches or note platform limitations.
- Show Linux file path examples (e.g., /home/user/gpu-sharing/k8-gpusharing.yaml) alongside Windows paths.
- Remove or balance Windows-centric context (e.g., PS C:\WINDOWS\system32>) with Linux/macOS terminal prompts.
- Explicitly state OS requirements and limitations in the prerequisites section, including any Windows-only tooling.
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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