In this paper, we present a bio-inspired job scheduling mechanism that enables the adaptation of largescale, naturally parallel and compute-intensive Monte Carlo tasks to clustered computational farms. Examples of such farms include large-scale computational grids, with heterogeneous and dynamic performance. The kernel of this scheduling mechanism is a swarm intelligent algorithm, which is insp...