DocumentCode :
1847008
Title :
Systematic integration of flowgraph- and module-level parallelism in implementation of DSP applications on multiprocessor systems-on-chip
Author :
Zheng Zhou ; Chung-Ching Shen ; Plishker, William ; Hsiang-Huang Wu ; Bhattacharyya, Shuvra S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Maryland, College Park, MD, USA
Volume :
1
fYear :
2012
fDate :
21-25 Oct. 2012
Firstpage :
402
Lastpage :
408
Abstract :
Increasing use of multiprocessor system-on-chip (MPSoC) technology is an important trend in the design and implementation of signal processing systems. However, the design of efficient DSP software for MPSoC platforms involves complex inter-related steps, including data decomposition, memory management, and inter-task and inter-thread synchronization. These design steps are challenging, especially under strict constraints on performance and power consumption, and tight time to market pressures. To facilitate these steps, we have developed a new dataflow based design flow within the targeted dataflow interchange format (TDIF) design tool. Our new MPSoC-oriented design flow, called TDIF-PPG, is geared towards analysis and mapping of embedded DSP applications on MPSoCs. An important feature of TDIF-PPG is its capability to integrate graph level parallelism for DSP system flowgraphs and actor level parallelism for DSP functional modules into the application mapping processing. Here, graph level parallelism is exposed by the dataflow graph application representation in TDIF, and actor level parallelism is modeled by a novel model for multiprocessor dataflow graph implementation that we call the parallel processing group (PPG) model. We demonstrate our approach through actor and subsystem design for software defined radio.
Keywords :
digital signal processing chips; graph theory; microprocessor chips; parallel memories; software radio; system-on-chip; DSP applications; DSP functional modules; DSP software; DSP system flowgraphs; MPSoC technology; PPG model; TDIF-PPG; actor level parallelism; application mapping processing; complex interrelated steps; data decomposition; dataflow based design flow; dataflow graph application representation; embedded DSP applications; flowgraph-systematic integration; graph level parallelism; intertask synchronization; interthread synchronization; memory management; module-level parallelism; multiprocessor dataflow graph implementation; multiprocessor systems-on-chip technology; parallel processing group model; power consumption; signal processing systems; software defined radio; targeted dataflow interchange format design tool;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location :
Beijing
ISSN :
2164-5221
Print_ISBN :
978-1-4673-2196-9
Type :
conf
DOI :
10.1109/ICoSP.2012.6491686
Filename :
6491686
Link To Document :
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