Task Scheduling for Multiprocessor Systems
English

About The Book

Parallel processing has seen incredible growth with increasingly complex scientific & engg applications coming to their realm.Task schedulinga key issue for its success& design of efficient algorithms play a crucial role in it.Due to NP-completeness of the problem research efforts are mainly focussed at heuristic-based approaches to generate near-optimal schedules within reasonable time & resource constraints.Most of the heuristics however ignore practical aspect and/or compromise too much on complexity or performance.This monograph provides an in-depth insight into these issues.An overview of state-of-the-art schedulingreflecting changing paradigmsis also provided.In additionfor scheduling DAG structured applications3 efficient algorithms are presented & analyzed for homogeneous heterogeneous & mixed-parallel computing environments.Selective-duplication heuristic is introduced and its usefulness in dealing with IPC overhead is shown in comparison to listclustering and duplication-based heuristics.An A-cube performance model is suggested to comprehensively study behavior of algorithm application & architecture in heterogeneous environment.
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