Abstract
Fast 4π solid angle particle track recognition has been a challenge in particle physics for a long time, especially in using nuclear emulsion detectors. The recent advances in computing technology opened the way for its realization. A fast 4π solid angle particle track reconstruction based on GPU technology combined with a multithread programming is reported here with a detailed comparison of processing time by CPUs with respect to using GPUs. By employing 3 state-of-the-art GPUs with a multithread programming, a 60 times faster processing of 3D emulsion detector data has been achieved with an excellent tracking performance in comparison with a single-thread CPU processing, corresponding to processing of 15 cm2 emulsion surface scanned per hour.
| Original language | English |
|---|---|
| Article number | P04002 |
| Journal | Journal of Instrumentation |
| Volume | 9 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - 2014 |
| Externally published | Yes |
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All Science Journal Classification (ASJC) codes
- Instrumentation
- Mathematical Physics
Cite this
Fast 4π track reconstruction in nuclear emulsion detectors based on GPU technology. / Ariga, A.; Ariga, T.
In: Journal of Instrumentation, Vol. 9, No. 4, P04002, 2014.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Fast 4π track reconstruction in nuclear emulsion detectors based on GPU technology
AU - Ariga, A.
AU - Ariga, T.
PY - 2014
Y1 - 2014
N2 - Fast 4π solid angle particle track recognition has been a challenge in particle physics for a long time, especially in using nuclear emulsion detectors. The recent advances in computing technology opened the way for its realization. A fast 4π solid angle particle track reconstruction based on GPU technology combined with a multithread programming is reported here with a detailed comparison of processing time by CPUs with respect to using GPUs. By employing 3 state-of-the-art GPUs with a multithread programming, a 60 times faster processing of 3D emulsion detector data has been achieved with an excellent tracking performance in comparison with a single-thread CPU processing, corresponding to processing of 15 cm2 emulsion surface scanned per hour.
AB - Fast 4π solid angle particle track recognition has been a challenge in particle physics for a long time, especially in using nuclear emulsion detectors. The recent advances in computing technology opened the way for its realization. A fast 4π solid angle particle track reconstruction based on GPU technology combined with a multithread programming is reported here with a detailed comparison of processing time by CPUs with respect to using GPUs. By employing 3 state-of-the-art GPUs with a multithread programming, a 60 times faster processing of 3D emulsion detector data has been achieved with an excellent tracking performance in comparison with a single-thread CPU processing, corresponding to processing of 15 cm2 emulsion surface scanned per hour.
UR - http://www.scopus.com/inward/record.url?scp=84928377492&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84928377492&partnerID=8YFLogxK
U2 - 10.1088/1748-0221/9/04/P04002
DO - 10.1088/1748-0221/9/04/P04002
M3 - Article
AN - SCOPUS:84928377492
VL - 9
JO - Journal of Instrumentation
JF - Journal of Instrumentation
SN - 1748-0221
IS - 4
M1 - P04002
ER -