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| Presentation | 2015-08-04 17:30 An Effective Scheduling of Data Transfer for GPU Applications Kazuma Ono, Ryo Takeshima, Tomoaki Tsumura (Nagoya Inst. of Tech.)  CPSY2015-23 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Utilizing a GPU to perform general purpose computation is called GPGPU. The high theoretical performance of GPU draws attention to GPGPU. For the GPU programming, CUDA supplies an architecture model for parallel processing. A CUDA-enabled GPU has hardware supports for executing different functions concurrently. For using the hardware supports efficiently, developers should troublesomely schedule the execution order of functions appropriately. Kernel Reordering is one of the studies for supporting the function-scheduling. However, Kernel Reordering does not handle data transfer, and data transfer and function execution are serialized even if they have no dependency each other. To address this problem, we improve Kernel Reordering to schedule not only functions but also data transfer. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | GPGPU / CUDA / Concurrent Kernel Execution / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 174, CPSY2015-23, pp. 85-90, Aug. 2015. | |
| Paper # | CPSY2015-23 | |
| Date of Issue | 2015-07-28 (CPSY) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | CPSY2015-23 |
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| Conference Information | |
| Committee | CPSY DC IPSJ-ARC |
| Conference Date | 2015-08-04 - 2015-08-06 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | B-Con Plaza (Beppu) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Parallel, Distributed and Cooperative Processing |
| Paper Information | |
| Registration To | CPSY |
| Conference Code | 2015-08-CPSY-DC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Effective Scheduling of Data Transfer for GPU Applications |
| Sub Title (in English) | |
| Keyword(1) | GPGPU |
| Keyword(2) | CUDA |
| Keyword(3) | Concurrent Kernel Execution |
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| 1st Author's Name | Kazuma Ono |
| 1st Author's Affiliation | Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
| 2nd Author's Name | Ryo Takeshima |
| 2nd Author's Affiliation | Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
| 3rd Author's Name | Tomoaki Tsumura |
| 3rd Author's Affiliation | Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
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| Speaker | Author-1 |
| Date Time | 2015-08-04 17:30:00 |
| Presentation Time | 30 minutes |
| Registration for | CPSY |
| Paper # | CPSY2015-23 |
| Volume (vol) | vol.115 |
| Number (no) | no.174 |
| Page | pp.85-90 |
| #Pages | 6 |
| Date of Issue | 2015-07-28 (CPSY) |
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