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.

Bias Analysis

Detected Bias Types
windows_first
Summary
The documentation generally presents both Linux and Windows as supported platforms for HBv3-series VMs. However, in the 'Software specifications' table, the 'Recommended OS for Performance' is listed as 'Windows Server 2019+' without mentioning any recommended Linux distributions, despite Linux being widely used for HPC workloads. Additionally, the order of OS support in the SRIOV RDMA row lists Linux distributions first, but the explicit recommendation for Windows may create a perception of Windows preference.
Recommendations
  • Add recommended Linux distributions for performance (e.g., RHEL, Ubuntu, SLES) alongside Windows in the 'Recommended OS for Performance' row.
  • Clarify that both Linux and Windows are supported and that the best OS may depend on workload requirements.
  • If Windows is recommended for specific scenarios, specify those scenarios and provide equivalent Linux recommendations where applicable.
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Scan History

Date Scan Status Result
2026-03-10 00:00 #476 in_progress Clean Clean
2026-03-09 00:00 #472 in_progress Clean Clean
2026-03-08 00:00 #468 in_progress Clean Clean
2026-03-07 00:00 #464 in_progress Clean Clean
2026-03-06 00:00 #460 in_progress Clean Clean
2026-03-05 00:00 #456 in_progress Clean Clean
2026-03-04 00:00 #452 in_progress Biased Biased
2026-03-03 00:00 #448 in_progress Clean Clean
2026-03-02 00:00 #444 in_progress Clean Clean
2026-03-01 00:00 #440 in_progress Biased Biased
2026-02-28 00:00 #436 in_progress Biased Biased
2026-02-27 00:00 #432 in_progress Clean Clean
2026-02-26 00:00 #428 in_progress Clean Clean
2026-02-25 00:00 #424 in_progress Clean Clean
2026-02-23 00:00 #416 in_progress Clean Clean
2026-02-22 00:00 #412 in_progress Biased Biased
2026-02-21 00:00 #408 in_progress Clean Clean
2026-02-20 00:00 #404 in_progress Biased Biased
2026-02-19 00:00 #400 in_progress Biased Biased
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Clean Clean
2026-02-14 00:00 #380 in_progress Clean Clean
2026-02-13 00:00 #376 in_progress Clean Clean
2026-02-12 00:00 #372 in_progress Clean Clean
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets