DocumentCode :
1569977
Title :
Constrained global scheduling of streaming applications on MPSoCs
Author :
Zhu, Jun ; Sander, Ingo ; Jantsch, Axel
Author_Institution :
R. Inst. of Technol., Stockholm, Sweden
fYear :
2010
Firstpage :
223
Lastpage :
228
Abstract :
We present a global scheduling framework for synchronous data flow (SDF) streaming applications on MPSoCs, based on optimized computation and contention-free routing. The global scheduling of processors computing and communication transactions are formulated as constraint based problem, to avoid the scheduling overhead in TDMA-like heuristic schemes. A public domain constraint solver is exploited to solve the NP-complete scheduling efficiently, together with problem specific constraint modeling techniques. Experimental results show that the proposed framework can achieve a high predictable application throughput with minimized buffer cost. For instance, for applications in communication domain, higher throughput (up to 87%) has been observed with less buffer cost, compared to scenarios considering the heuristic scheduling overhead.
Keywords :
buffer storage; computational complexity; processor scheduling; system-on-chip; time division multiple access; NP-complete scheduling; TDMA-like heuristic schemes; buffer cost minimization; communication transactions; constrained global scheduling; constraint modeling; contention-free routing; optimized computation; public domain constraint solver; streaming applications; synchronous data flow; Application software; Buffer storage; Constraint optimization; Costs; Data flow computing; Delay; Processor scheduling; Streaming media; Throughput; Time division multiple access;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Design Automation Conference (ASP-DAC), 2010 15th Asia and South Pacific
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-5765-6
Electronic_ISBN :
978-1-4244-5767-0
Type :
conf
DOI :
10.1109/ASPDAC.2010.5419892
Filename :
5419892
Link To Document :
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