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Paper Abstract and Keywords
Presentation 2024-08-08 16:20
Performance evaluation for directive-based parallelization code at the LLVM IR level
Takumi Yanagida, Kanemitsu Ootsu, Takashi Yokota (Utsunomiya Univ.) CPSY2024-24 DC2024-24 RECONF2024-24
Abstract (in Japanese) (See Japanese page) 
(in English) Parallelization work is necessary to accelerate existing application programs using multi-core processors, but this work requires a great deal of effort. To solve this problem, we have developed a binary-level automatic parallelization system that parallelizes binary code via an intermediate representation (LLVM IR) of the LLVM compiler infrastructure. This system requires the generation of parallel code at the LLVM IR level. Therefore, we are developing a parallel code generation function that generates parallel IR code based on directives. However, the performance achieved by this system is not yet clear. In this paper, we evaluate the system using PolyBench/C in order to clarify the execution performance of the code generated by the parallel code generation function of this system. As a result of the evaluation, we confirmed that the IR-level parallelization program generated by the parallel code generation function achieved a higher speed-up rate than the source code-level parallelization program, and that this function has sufficient performance as a parallelization function of the binary-level automatic parallelization system.
Keyword (in Japanese) (See Japanese page) 
(in English) LLVM / IR code / Parallelization / Directive / / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 148, CPSY2024-24, pp. 40-45, Aug. 2024.
Paper # CPSY2024-24 
Date of Issue 2024-07-31 (CPSY, DC, RECONF) 
ISSN Online edition: ISSN 2432-6380
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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 CPSY2024-24 DC2024-24 RECONF2024-24

Conference Information
Committee CPSY DC RECONF IPSJ-ARC  
Conference Date 2024-08-07 - 2024-08-09 
Place (in Japanese) (See Japanese page) 
Place (in English) Awagin Hall 
Topics (in Japanese) (See Japanese page) 
Topics (in English) SWoPP2024: Parallel, Distributed and Cooperative Processing Systems and Dependable Computing 
Paper Information
Registration To CPSY 
Conference Code 2024-08-CPSY-DC-RECONF-ARC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Performance evaluation for directive-based parallelization code at the LLVM IR level 
Sub Title (in English)  
Keyword(1) LLVM  
Keyword(2) IR code  
Keyword(3) Parallelization  
Keyword(4) Directive  
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1st Author's Name Takumi Yanagida  
1st Author's Affiliation Utsunomiya University (Utsunomiya Univ.)
2nd Author's Name Kanemitsu Ootsu  
2nd Author's Affiliation Utsunomiya University (Utsunomiya Univ.)
3rd Author's Name Takashi Yokota  
3rd Author's Affiliation Utsunomiya University (Utsunomiya Univ.)
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Speaker Author-1 
Date Time 2024-08-08 16:20:00 
Presentation Time 25 minutes 
Registration for CPSY 
Paper # CPSY2024-24, DC2024-24, RECONF2024-24 
Volume (vol) vol.124 
Number (no) no.148(CPSY), no.149(DC), no.150(RECONF) 
Page pp.40-45 
#Pages
Date of Issue 2024-07-31 (CPSY, DC, RECONF) 


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