Model Hot Update
The capability to replace or adjust the versions of active models and rules without restarting services or interrupting online traffic. It typically requires versioned loading, parallel operation of two versions, canary release and second-level rollback.
Timeline (last 90 days)
Hot model updates mean replacing or adjusting the active model and rule versions without restarting services or interrupting live traffic, and typically require versioned artifact loading, dual-version parallel operation with canary traffic, and second-level rollback capability.
The risk of hot model updates is that a lack of validation during the update process may introduce faulty policies that cause false blocks, so offline replay validation, shadow mode and update audit logs are needed alongside.
All Facts (2)
Hot model updates mean replacing or adjusting the active model and rule versions without restarting services or interrupting live traffic, and typically require versioned artifact loading, dual-version parallel operation with canary traffic, and second-level rollback capability.
50%UnverifiedThe risk of hot model updates is that a lack of validation during the update process may introduce faulty policies that cause false blocks, so offline replay validation, shadow mode and update audit logs are needed alongside.
50%