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When developing a log analytics platform, which practice helps in maintaining customer data isolation?

  1. Implementing role-based access control (RBAC)

  2. Ensuring application-level logging

  3. Using public log files

  4. Encouraging customer monitoring

The correct answer is: Implementing role-based access control (RBAC)

Implementing role-based access control (RBAC) is essential in maintaining customer data isolation within a log analytics platform. This practice ensures that access to sensitive data is strictly controlled and limited to authorized users based on their specific roles within the organization. By defining roles and permissions, organizations can enforce strict boundaries around who can view, modify, or manage customer logs. This practice helps prevent unauthorized access to customer data, minimizing the risk of data exposure or breaches. It allows different users to have varying levels of access tailored to their responsibilities, which is crucial in multi-tenant environments where multiple customers' data resides on the same infrastructure. In contrast, ensuring application-level logging, using public log files, and encouraging customer monitoring do not inherently provide mechanisms to isolate customer data effectively. These practices might focus on other aspects of logging but do not address the critical requirement of controlled access to safeguard customer information.