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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Da Li Yibin Hou Zhangqin Huang Chunhua Xiao |
| Copyright Year | 2011 |
| Description | Author affiliation: School of Electronics and Information Engineering, Xi'an Jiaotong University, Xi'an, P.R. China (Da Li; Yibin Hou; Zhangqin Huang; Chunhua Xiao) |
| Abstract | This paper addresses the inherent unreliability and instability of the multiple uncertain characteristics of complex embedded multiprocessor systems, such as MPSoC (multiprocessor system on chip) systems. In this work, we propose a fuzzy sets description for the multiple uncertain characteristics of system, and using fuzzy set membership calculation to determine the scheduling priorities of tasks and resources, in order to improve the capability of concurrent executions of tasks. And also we present a method estimation of comprehensive analysis on the multiple performances in order to increase utilization factor and balancing loads on processors. Through simulation, we demonstrate that the fuzzy dynamic scheduling algorithm can handle wide variety requirements of multiple performances, and we also show an improved approach to solve its demerit of partial adjustment. We implemented a prototype MPSoC system, which utilizes the proposed fuzzy dynamic scheduling algorithm to allocating tasks onto the multiprocessors. And in our case studies, we design a parallel architecture h.264 encoder, running on a multicore MPSoC system on FPGA. The speedup ratio of this prototype application system is up to 12.69. |
| Starting Page | 627 |
| Ending Page | 634 |
| File Size | 923251 |
| Page Count | 8 |
| File Format | |
| ISBN | 9781424473151 |
| ISSN | 10987584 |
| e-ISBN | 9781424473175 |
| e-ISBN | 9781424473168 |
| DOI | 10.1109/FUZZY.2011.6007386 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2011-06-27 |
| Publisher Place | Taiwan |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Processor scheduling Fuzzy sets Schedules Heuristic algorithms Dynamic scheduling Algorithm design and analysis Parallel Processing MPSoC System Dynamic Scheduling Multi-characteristics Priority Level Fuzzy Set Video Processing |
| Content Type | Text |
| Resource Type | Article |
| Subject | Applied Mathematics Artificial Intelligence Theoretical Computer Science Software |
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