We consider optimal distributed decisions in distributed computer systems.
We identify a Braess-like paradox in which adding capacity to the system ma
y degrade the performance of all users. Unlike the original Braess paradox,
we show that this behavior occurs only in the case of finitely many users
and not in the case of infinite number of users.