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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by exclusively referencing Microsoft Entra Domain Services (Active Directory), domain joining, and AD/DNS tools, which are Windows-centric technologies. There are no examples or mentions of Linux-native identity management (such as LDAP, Kerberos, or MIT Kerberos), nor are Linux-specific security patterns or tools discussed. All instructions and examples assume a Windows-style domain environment, and the documentation does not provide parity for organizations running Linux-based authentication or management systems.
Recommendations
  • Add examples and guidance for integrating HDInsight clusters with Linux-native identity providers, such as OpenLDAP or MIT Kerberos.
  • Include instructions for configuring cluster security using Linux tools and patterns, not just Microsoft Entra Domain Services.
  • Provide sample configurations for both Windows and Linux environments, ensuring that Linux administrators can follow migration and security best practices.
  • Mention and compare Linux equivalents (e.g., sssd, nsswitch, PAM) where Windows tools (AD, DNS) are referenced.
  • Clarify which steps are specific to Windows environments and offer alternative steps for Linux-based clusters.
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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
2025-07-12 23:44 #41 cancelled Biased Biased