Getting better performance with commute
The STM system we created in the first recipe of this chapter, Managing program complexity with STM, has one subtle problem: threads attempting to reference and update total-hu
and total-fams
contend for these two values unnecessarily. Since everything comes down to accessing these two resources, a lot of tasks are probably retried.
But they don't need to be. Both are simply updating those values with commutative functions (#(+ sum-? %)
). The order in which these updates are applied doesn't matter. Since we block until all of the processing is done, we don't have to worry about the two references getting out of sync. They'll get back together eventually, before we access their values, and that's good enough for this situation.
To update references with a commutative function, instead of alter
, we use commute
. The alter
function updates the references on the spot, while commute
queues the update to happen later, when the reference isn't otherwise engaged...