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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by exclusively referencing Microsoft Entra Domain Services (formerly Azure Active Directory Domain Services), Active Directory, and related Windows-centric tools and patterns for authentication and cluster management. There are no examples or guidance for Linux-native identity solutions (such as LDAP, Kerberos, or local Linux user management), nor are Linux-specific tools or patterns mentioned. The documentation assumes a Windows-based enterprise environment and omits Linux alternatives for security, identity, and cluster management.
Recommendations
  • Include examples and guidance for integrating HDInsight clusters with Linux-native identity solutions, such as OpenLDAP or MIT Kerberos.
  • Provide instructions for configuring cluster authentication and RBAC using Linux tools and patterns, in addition to Microsoft Entra Domain Services.
  • Add Linux-specific best practices for cluster security, such as using SSH key-based authentication, Linux firewall configuration, and local user/group management.
  • Ensure that examples and steps are provided for both Windows and Linux environments, or clarify when a feature is Windows-only.
  • Mention open-source alternatives to Windows-centric tools where possible, and discuss their integration with HDInsight.
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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