An inventive arbiter controls access to a resource in a high speed computer or telecommunications network. The arbiter is capable of performing round-robin scheduling for N requests with P possible priority levels with a sublinear time complexity. The high arbitration speed is achieved through use of a tree structure with a token distribution system for implementing the round-robin scheduling policy.