DocumentCode
1681353
Title
Scheduling divisibleworkloads on heterogeneous platforms under bounded multi-port model
Author
Beaumont, Olivier ; Bonichon, Nicolas ; Eyraud-Dubois, Lionel
Author_Institution
INRIA Bordeaux, Univ. de Bordeaux, Bordeaux
fYear
2008
Firstpage
1
Lastpage
7
Abstract
In this paper, we discuss complexity issues for scheduling divisible workloads on heterogeneous systems under the bounded multi-port model. To our best knowledge, this paper is the first attempt to consider divisible load scheduling under a realistic communication model, where the master node can communicate simultaneously to several slaves, provided that bandwidth constraints are not exceeded. In this paper, we concentrate on one round distribution schemes, where a given node starts its processing only once all data has been received. Our main contributions are (i) the proof that processors start working immediately after receiving their work (ii) the study of the optimal schedule in the case of 2 processors and (iii) the proof that scheduling divisible load under the bounded multi-port model is NP-complete. This last result strongly differs from divisible load literature and represents the first NP-completeness result when latencies are not taken into account.
Keywords
computational complexity; optimisation; processor scheduling; NP-complete model; bandwidth constraint; bounded multiport model; divisible load scheduling; heterogeneous platform; heterogeneous systems; master node; one round distribution scheme; optimal scheduling; processor scheduling; slave node; workload scheduling; Bandwidth; Delay; Filtering; Kalman filters; Load modeling; Master-slave; Multimedia databases; Optimal scheduling; Processor scheduling; Scheduling algorithm; bounded multi-port model; divisible tasks; one-round algorithms; scheduling;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel and Distributed Processing, 2008. IPDPS 2008. IEEE International Symposium on
Conference_Location
Miami, FL
ISSN
1530-2075
Print_ISBN
978-1-4244-1693-6
Electronic_ISBN
1530-2075
Type
conf
DOI
10.1109/IPDPS.2008.4536170
Filename
4536170
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