Presentation 2014-03-06
High-speed Petri Net Simulation Using Matrix Compression and GPGPU
Takashi KAWAMURA, Yoichiro SATO, Tomoyuki YOKOGAWA, Masafumi KONDO, Kazutami ARIMOTO,
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Abstract(in English) We proposed a method of evaluating performance of large scale digital systems by modeling with the STPN and executing petri net simulations. In this method, however, it takes very much time to execute petri net simulations. This study propose high-speed methods of executing petri net simulations. First, we propose two methods: matrix compression technique to give the compression of row direction and column direction appropriately and expansion adjacency list technique to bi-directionally expand the list of the input and output of each node of STPN. Furthermore, we propose a concurrency technique using GPGPU. According to the experimental results using these techniques, by the matrix compression technique and the expansion list technique, speedup of about 99.8% and about 99.4% can be achived in comparison with conventionally, respectively. And then it is shown that using both the matrix compression technique and the concurrency technique in combination is most effective.
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Keyword(in English) GALS system / performance evaluation / petri net / incidence matrix / list
Paper # CAS2013-106,SIP2013-152,CS2013-119
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Conference Information
Committee CS
Conference Date 2014/2/27(1days)
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Registration To Communication Systems (CS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) High-speed Petri Net Simulation Using Matrix Compression and GPGPU
Sub Title (in English)
Keyword(1) GALS system
Keyword(2) performance evaluation
Keyword(3) petri net
Keyword(4) incidence matrix
Keyword(5) list
1st Author's Name Takashi KAWAMURA
1st Author's Affiliation Graduate School of Systems Engineering, Okayama Prefectural University()
2nd Author's Name Yoichiro SATO
2nd Author's Affiliation Department of System Engineering, Faculty of Computer Science and System Engineering, Okayama Prefectural University
3rd Author's Name Tomoyuki YOKOGAWA
3rd Author's Affiliation Department of System Engineering, Faculty of Computer Science and System Engineering, Okayama Prefectural University
4th Author's Name Masafumi KONDO
4th Author's Affiliation Department of Medical Engineering, Faculty of Health Science and Technology, Kawasaki University of Medical Welfare
5th Author's Name Kazutami ARIMOTO
5th Author's Affiliation Department of System Engineering, Faculty of Computer Science and System Engineering, Okayama Prefectural University
Date 2014-03-06
Paper # CAS2013-106,SIP2013-152,CS2013-119
Volume (vol) vol.113
Number (no) 465
Page pp.pp.-
#Pages 6
Date of Issue