Admission control for a responsive distributed middleware using decision trees to model run-time parameters

► A novel admission control mechanism for resource allocation in distributed systems. ► C4.5 decision tree provides a good solution (error <%1) to model run-time system parameters. ► Accuracy of admission control remains satisfactory even for moderate number of tasks in the system. ► Extensive performance testing of C4.5r8 decision tree implementation.