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Azure Stack Edge Gpu Deploy Virtual Machine High Performance Network
Home / Scan #48 / Azure Stack Edge Gpu Deploy Virtual Machine High Performance Network
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.
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Bias Analysis

Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a strong Windows bias. All command-line examples and device management instructions are provided exclusively using PowerShell cmdlets, with no equivalent Linux shell or cross-platform CLI examples. The documentation refers to Windows-centric tools and patterns (such as PowerShell, Windows cmdlets, and references to Windows documentation like NUMA support), and Linux is only mentioned in passing (e.g., 'Windows or Linux VHD'), with no Linux-specific operational guidance or examples. There are no instructions for performing these tasks from a Linux environment or using cross-platform tools like Azure CLI or SSH.
Recommendations
  • Provide equivalent Linux shell (bash) commands for all PowerShell cmdlet examples, or clarify if device management is only possible via PowerShell.
  • Include instructions for connecting to the device and managing NUMA/vCPU reservations from a Linux or cross-platform environment (e.g., via SSH, Azure CLI, or REST API if available).
  • If PowerShell is required, explicitly state this requirement and provide guidance for Linux users (e.g., using PowerShell Core on Linux, or alternatives).
  • Reference both Windows and Linux documentation for NUMA concepts and VM image preparation.
  • Ensure that any prerequisites or workflows that are platform-specific are clearly marked, and provide parity in documentation for both Windows and Linux users.
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Scan History

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

Flagged Code Snippets

       [dbe-1csphq2.microsoftdatabox.com]: PS>hostname 1CSPHQ2
       [dbe-1csphq2.microsoftdatabox.com]: P> Get-HcsNumaLpMapping -MapType HighPerformanceCapable -NodeName 1CSPHQ2
        { Numa Node #0 : CPUs [4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] }
        { Numa Node #1 : CPUs [24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39] }

       [dbe-1csphq2.microsoftdatabox.com]: PS>
       
     [DBE-BNVGF33.microsoftdatabox.com]: PS>Get-HcsNumaPolicy

     Get-HcsNumaPolicy
     PolicyType: AllRoot
     HpnLpMapping:
        CPUs: []

     PolicyType: SkuPolicy
     HpnLpMapping:
        CPUs: [4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47]

     [DBE-BNVGF33.microsoftdatabox.com]: PS>
     
       [DBE-BNVGF33.microsoftdatabox.com]: PS>Get-HcsNumaLpMapping
       Hardware:
        { Numa Node #0 : CPUs [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23] }
        { Numa Node #1 : CPUs [24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47] }

       HpnCapableLpMapping:
        { Numa Node #0 : CPUs [4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23] }
        { Numa Node #1 : CPUs [28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47] }

       BNVGF33:
       HpnLpMapping:
        { Numa Node #0 : CPUs [4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23] }
        { Numa Node #1 : CPUs [28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47] }

       HpnLpAvailable:
        { Numa Node #0 : CPUs [4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23] }
        { Numa Node #1 : CPUs [28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47] }
        
       Set-HcsNumaLpMapping -CpusForHighPerfVmsCommaSeperated <Logical indexes from the Get-HcsNumaLpMapping cmdlet> -AssignAllCpusToRoot $false