Uniprocessor Scheduling Policy for Non-Preemptive Task Sets with Precedence and Temporal Constraints

Title

Uniprocessor Scheduling Policy for Non-Preemptive Task Sets with Precedence and Temporal Constraints

Publication Type

Year of Conference
2012

Authors

Matthew C Gombolay
Julie A. Shah
Conference Name
AIAA Infotech@Aerospace (I@A) [Best Intelligent Systems Paper]
Date Published
06/2012
Abstract

We present an idling, dynamic priority scheduling policy for non-preemptive task sets with precedence, wait constraints, and deadline constraints. The policy operates on a well-formed task model where tasks are related through a hierarchical temporal constraint structure found in many real-world applications. In general, the problem of sequencing according to both upperbound and lowerbound temporal constraints requires an idling scheduling policy and is known to be NP-complete. However, we show through empirical evaluation that, for a given task set, our polynomial-time scheduling policy is able to sequence the tasks such that the overall duration required to execute the task set, the makespan, is within a few percent of the theoretical, lowerbound makespan.