The RANDOM_INTEGER() macro can help in this instance. Instead of defining PERIODIC_CHECKPOINT to be a fixed interval, each machine is configured to randomly choose one of a set of intervals. For example, to set a machine's interval for producing checkpoints to within the range of two to three hours, use the following configuration:

PERIODIC_CHECKPOINT = $(LastCkpt) > ( 2 * $(HOUR) + \ $RANDOM_INTEGER(0,60,10) * $(MINUTE) )

The interval used is set at configuration time. Each machine is randomly assigned a different interval (2 hours, 2 hours and 10 minutes, 2 hours and 20 minutes, etc.) at which to produce checkpoints. Therefore, the various machines will not all attempt to produce checkpoints at the same time.