Document Details
Azure Stack Edge Gpu Deploy Virtual Machine High Performance Network
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
missing_linux_example
windows_first
Summary
The documentation page exhibits a strong Windows bias in its operational instructions and examples. All command-line steps for managing NUMA policies, vCPU reservations, and VM lifecycle use PowerShell cmdlets exclusively, with no mention of Linux shell equivalents or cross-platform alternatives. The prerequisite steps and troubleshooting are centered around connecting to the device via PowerShell, and all command syntax and output is shown in PowerShell format. While there is a brief mention that VM images can be Windows or Linux, the actual management and deployment workflow is entirely Windows/PowerShell-centric, leaving Linux/macOS users without guidance for equivalent operations.
Recommendations
- Provide equivalent Linux shell (bash) commands or workflows for managing NUMA policies, vCPU reservations, and VM lifecycle, if supported.
- Document how to connect to the device and perform management tasks from Linux/macOS environments, including any required tools or REST APIs.
- Clarify whether PowerShell Core (pwsh) on Linux/macOS can be used for these tasks, and provide installation/setup instructions if so.
- If device management is only possible via Windows PowerShell, explicitly state this limitation and suggest alternatives or workarounds for non-Windows users.
- Include Linux-first or cross-platform examples alongside Windows/PowerShell instructions to improve parity.
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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 |
Biased
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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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