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Azure Stack Edge Gpu Deploy Virtual Machine High Performance Network
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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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation demonstrates a strong Windows bias by exclusively using PowerShell cmdlets and Windows-centric management tools for all configuration and management steps. All code examples, instructions for device access, and VM management are provided only for PowerShell, with no Linux shell or cross-platform CLI equivalents. Even when mentioning Linux VHDs as possible VM images, the operational guidance and examples remain Windows/PowerShell specific. There is no mention of how to perform these tasks from a Linux or cross-platform environment, nor are Linux-native tools or workflows described.
Recommendations:
  • Provide equivalent command-line instructions using Azure CLI and/or Bash shell where possible, especially for device management and VM operations.
  • Include examples for connecting to and managing the device from Linux or macOS systems, not just via PowerShell.
  • Document any required tools or prerequisites for Linux users (e.g., SSH, Azure CLI, Python scripts) and show how to use them for common tasks.
  • If certain operations are only possible via PowerShell, explicitly state this limitation and suggest workarounds or alternatives for Linux users.
  • Ensure that all code samples and screenshots are balanced between Windows and Linux environments, or clearly indicate when steps are OS-specific.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean

Flagged Code Snippets

Set-HcsNumaLpMapping -UseSkuPolicy
Get-HcsNumaPolicy
[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>
Get-HcsNumaLpMapping
[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] }
[DBE-BNVGF33.microsoftdatabox.com]: Set-HcsNumaLpMapping -UseSkuPolicy Requested Config already exists. No action needed. [DBE-BNVGF33.microsoftdatabox.com]: PS> Set-HcsNumaLpMapping -UseAllRoot Requested Configuration requires a reboot... Machine will reboot in some time. Please be patient. [DBE-BNVGF33.microsoftdatabox.com]: PS>
Get-HcsNumaLpMapping
[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>
Set-HcsNumaLpMapping -CpusForHighPerfVmsCommaSeperated <Logical indexes from the Get-HcsNumaLpMapping cmdlet> -AssignAllCpusToRoot $false
[dbe-1csphq2.microsoftdatabox.com]: PS>Set-HcsNumaLpMapping -CpusForHighPerfVmsCommaSeperated "4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39" -AssignAllCpusToRoot $false Requested Configuration requires a reboot... Machine will reboot in some time. Please be patient. [dbe-1csphq2.microsoftdatabox.com]: PS>
dbe-1csphq2.microsoftdatabox.com]: PS> Get-HcsNumaLpMapping -MapType MinRootAware -NodeName 1CSPHQ2 { Numa Node #0 : CPUs [0, 1, 2, 3] } { Numa Node #1 : CPUs [20, 21, 22, 23] } [dbe-1csphq2.microsoftdatabox.com]: PS>
start-vm
get-vm
stop-vm -force
Get-HcsNumaLpMapping -MapType HighPerformanceCapable -NodeName <Output of hostname command>
Get-HcsNumaLpMapping