If queries start to queue in a multi-cluster virtual warehouse, an additional compute cluster starts immediately under the Standard scaling policy. This policy is designed to prevent or minimize queuing by favoring the start of additional clusters over conserving credits. This ensures that the system can handle increased load efficiently by adding more compute resources as needed.