what's your go-to strategy for load balancing long-running tasks

hey everyon im curious about how u all manage load balancing for background jobs or tasks that might take a while to complete are u primarily using dedicated task queues w workers or do u have other clever ways to distribute this kind of workload across ur infrastructure lookin for practical approaches and common pitfalls to avoid