Everyone else's crons, synced to wall clocks, vs your centralized cron (task scheduler, really) that is aware of scheduled work and current load on your systems that consume the scheduled tasks.

Controlling the ability to nudge the wakeup times by small amounts of time can make a huge difference to your ability to manage spiky workloads like this.