FPGA implementation of viscous function in a package for computational fluid dynamics

Dipikarani Mishra; Mao Hatto; Takuya Kuhara; Naoyuki Fujita; Yasunori Osana; Hideharu Amano

doi:10.1109/CANDAR.2014.33

FPGA implementation of viscous function in a package for computational fluid dynamics

Dipikarani Mishra, Mao Hatto, Takuya Kuhara, Naoyuki Fujita, Yasunori Osana, Hideharu Amano

Department of Information and Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Fast Aerodynamics Routines (FaSTAR) is a recent fluid dynamics software package by JAXA. It is a convenient tool for users since various solvers and automatic generation functions of grid data are provided. Although FaSTAR is one of the fastest CFD software in the world, it is still inefficient in parallel execution because of it's irregular and unpredictable data structure. The acceleration of FaSTAR using FPGAs have been exerted, and some important cores were implemented. Here, a main loop of the viscous function which occupies about 16% of total was selected as a target of accelaration, and implemented on Xilinx's FPGA Virtex-6 achived 2.3 times speed of software execution. The operational freqency was 100 MHz with 144653 slices and the resource usage was 58% for register utilization and 96% for LUT utilization. Considering the complexity of the computation, at least 2.3 times performance improvement is expected compared with the software on Core 2 Duo 2.4GHz.

Original language	English
Title of host publication	Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	608-610
Number of pages	3
ISBN (Electronic)	9781479941520
DOIs	https://doi.org/10.1109/CANDAR.2014.33
Publication status	Published - 2015 Feb 27
Event	2nd International Symposium on Computing and Networking, CANDAR 2014 - Shizuoka, Japan Duration: 2014 Dec 10 → 2014 Dec 12

Publication series

Name	Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014

Other

Other	2nd International Symposium on Computing and Networking, CANDAR 2014
Country	Japan
City	Shizuoka
Period	14/12/10 → 14/12/12

Fingerprint

Keywords

Computational fluid dynamics (CFD) field programmable gate arrays (FPGA) scientific computation

ASJC Scopus subject areas

Computer Networks and Communications

Cite this

Mishra, D., Hatto, M., Kuhara, T., Fujita, N., Osana, Y., & Amano, H. (2015). FPGA implementation of viscous function in a package for computational fluid dynamics. In Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014 (pp. 608-610). [7052258] (Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CANDAR.2014.33

FPGA implementation of viscous function in a package for computational fluid dynamics. / Mishra, Dipikarani; Hatto, Mao; Kuhara, Takuya; Fujita, Naoyuki; Osana, Yasunori; Amano, Hideharu.

Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014. Institute of Electrical and Electronics Engineers Inc., 2015. p. 608-610 7052258 (Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Mishra, D, Hatto, M, Kuhara, T, Fujita, N, Osana, Y & Amano, H 2015, FPGA implementation of viscous function in a package for computational fluid dynamics. in Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014., 7052258, Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014, Institute of Electrical and Electronics Engineers Inc., pp. 608-610, 2nd International Symposium on Computing and Networking, CANDAR 2014, Shizuoka, Japan, 14/12/10. https://doi.org/10.1109/CANDAR.2014.33

Mishra D, Hatto M, Kuhara T, Fujita N, Osana Y, Amano H. FPGA implementation of viscous function in a package for computational fluid dynamics. In Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014. Institute of Electrical and Electronics Engineers Inc. 2015. p. 608-610. 7052258. (Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014). https://doi.org/10.1109/CANDAR.2014.33

Mishra, Dipikarani ; Hatto, Mao ; Kuhara, Takuya ; Fujita, Naoyuki ; Osana, Yasunori ; Amano, Hideharu. / FPGA implementation of viscous function in a package for computational fluid dynamics. Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 608-610 (Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014).

@inproceedings{1dc276ec7208414cac379a65152ff6ec,

title = "FPGA implementation of viscous function in a package for computational fluid dynamics",

abstract = "Fast Aerodynamics Routines (FaSTAR) is a recent fluid dynamics software package by JAXA. It is a convenient tool for users since various solvers and automatic generation functions of grid data are provided. Although FaSTAR is one of the fastest CFD software in the world, it is still inefficient in parallel execution because of it's irregular and unpredictable data structure. The acceleration of FaSTAR using FPGAs have been exerted, and some important cores were implemented. Here, a main loop of the viscous function which occupies about 16% of total was selected as a target of accelaration, and implemented on Xilinx's FPGA Virtex-6 achived 2.3 times speed of software execution. The operational freqency was 100 MHz with 144653 slices and the resource usage was 58% for register utilization and 96% for LUT utilization. Considering the complexity of the computation, at least 2.3 times performance improvement is expected compared with the software on Core 2 Duo 2.4GHz.",

keywords = "Computational fluid dynamics (CFD) field programmable gate arrays (FPGA) scientific computation",

author = "Dipikarani Mishra and Mao Hatto and Takuya Kuhara and Naoyuki Fujita and Yasunori Osana and Hideharu Amano",

year = "2015",

month = feb

day = "27",

doi = "10.1109/CANDAR.2014.33",

language = "English",

series = "Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "608--610",

booktitle = "Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014",

note = "2nd International Symposium on Computing and Networking, CANDAR 2014 ; Conference date: 10-12-2014 Through 12-12-2014",

}

TY - GEN

T1 - FPGA implementation of viscous function in a package for computational fluid dynamics

AU - Mishra, Dipikarani

AU - Hatto, Mao

AU - Kuhara, Takuya

AU - Fujita, Naoyuki

AU - Osana, Yasunori

AU - Amano, Hideharu

PY - 2015/2/27

Y1 - 2015/2/27

N2 - Fast Aerodynamics Routines (FaSTAR) is a recent fluid dynamics software package by JAXA. It is a convenient tool for users since various solvers and automatic generation functions of grid data are provided. Although FaSTAR is one of the fastest CFD software in the world, it is still inefficient in parallel execution because of it's irregular and unpredictable data structure. The acceleration of FaSTAR using FPGAs have been exerted, and some important cores were implemented. Here, a main loop of the viscous function which occupies about 16% of total was selected as a target of accelaration, and implemented on Xilinx's FPGA Virtex-6 achived 2.3 times speed of software execution. The operational freqency was 100 MHz with 144653 slices and the resource usage was 58% for register utilization and 96% for LUT utilization. Considering the complexity of the computation, at least 2.3 times performance improvement is expected compared with the software on Core 2 Duo 2.4GHz.

AB - Fast Aerodynamics Routines (FaSTAR) is a recent fluid dynamics software package by JAXA. It is a convenient tool for users since various solvers and automatic generation functions of grid data are provided. Although FaSTAR is one of the fastest CFD software in the world, it is still inefficient in parallel execution because of it's irregular and unpredictable data structure. The acceleration of FaSTAR using FPGAs have been exerted, and some important cores were implemented. Here, a main loop of the viscous function which occupies about 16% of total was selected as a target of accelaration, and implemented on Xilinx's FPGA Virtex-6 achived 2.3 times speed of software execution. The operational freqency was 100 MHz with 144653 slices and the resource usage was 58% for register utilization and 96% for LUT utilization. Considering the complexity of the computation, at least 2.3 times performance improvement is expected compared with the software on Core 2 Duo 2.4GHz.

KW - Computational fluid dynamics (CFD) field programmable gate arrays (FPGA) scientific computation

UR - http://www.scopus.com/inward/record.url?scp=84925435348&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84925435348&partnerID=8YFLogxK

U2 - 10.1109/CANDAR.2014.33

DO - 10.1109/CANDAR.2014.33

M3 - Conference contribution

AN - SCOPUS:84925435348

T3 - Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014

SP - 608

EP - 610

BT - Proceedings - 2014 2nd International Symposium on Computing and Networking, CANDAR 2014

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2nd International Symposium on Computing and Networking, CANDAR 2014

Y2 - 10 December 2014 through 12 December 2014

ER -

Access to Document

10.1109/CANDAR.2014.33