Document Details
Hbv3 Series Overview
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
missing_linux_example
Summary
The documentation is generally cross-platform and provides technical details relevant to both Linux and Windows users. However, there is a subtle bias in the 'Recommended OS for Performance' row, which lists 'Windows Server 2019+' as the recommended OS without a Linux equivalent or guidance. Additionally, while Linux tools (like lstopo) are referenced and Linux OS support is listed, there are no explicit examples or recommendations for optimal Linux distributions or configurations, whereas Windows is specifically recommended.
Recommendations
- Add a recommended Linux distribution (or distributions) for performance parity in the 'Recommended OS for Performance' row, such as 'RHEL 8.6+', 'Ubuntu 20.04+', or similar, based on Azure's own benchmarking or support statements.
- If Windows Server 2019+ is recommended for specific features, clarify what those features are and whether equivalent features or performance can be achieved on Linux.
- Where possible, provide Linux-specific configuration tips or references, especially for HPC workloads (e.g., kernel tuning, NUMA awareness, or driver installation best practices).
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-18 00:00 | #396 | in_progress |
Biased
|
| 2026-02-17 00:00 | #392 | in_progress |
Biased
|
| 2026-02-16 00:00 | #388 | in_progress |
Biased
|
| 2026-02-15 00:00 | #384 | in_progress |
 Clean
|
| 2026-02-14 00:00 | #380 | in_progress |
Clean
|
| 2026-02-13 00:00 | #376 | in_progress |
Clean
|
| 2026-02-12 00:00 | #372 | in_progress |
Clean
|
| 2026-01-07 06:10 | #227 | cancelled |
Clean
|