1. A system for minimizing complex decision making when allocating additional resources to a job submitted in a grid environment, comprising: a memory medium for storing at least one decision to allocate additional resources to each of at least one previously submitted jobs, each stored according to at least one characteristic; and a decision controller for comparing at least one characteristic of a currently submitted job qualifying for additional resources from said grid environment with said at least one characteristic of said at least one previously submitted job in said memory medium, wherein if said at least one characteristic of said currently submitted job matches said at least one characteristic of said at least one previously submitted job then said at least one decision to allocate additional resources to said matching at least one previously submitted job is reused to control allocation of additional resources for said currently submitted job.