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Paper Abstract and Keywords
Presentation 2024-06-07 09:25
Implementation of NVMe over TCP using SPDK and Its Performance Measurement
Tatsuki Oyama, Kohei Shiomoto (TCU) PN2024-12
Abstract (in Japanese) (See Japanese page) 
(in English) Generative artificial intelligence has attracted a great deal of attention in recent years, and there is an emerging need for training and inference tasks for large-scale deep learning models that gather large amounts of data. And in data centers, computers such as General Purpose Graphical Processing Units (GPGPUs) for large-scale parallel computing and storage devices such as Solid State Drives (SSDs) for high-speed access to large amounts of data are often employed. To meet the demand for such computing facilities, we believe that disaggregated computer architecture are effective, i.e., provisioning GPGPU clusters and SSD clusters separately and interconnecting these clusters. This paper presents a disaggregated computer architecture based on NVMe-over-Fabrics. It also presents an implementation based on the Storage Performance Development Kit (SPDK) and performance evaluation results obtained from experiments using the implementation.
Keyword (in Japanese) (See Japanese page) 
(in English) deep learning / computing architecture / storage / SSD / NVMe-over-Fabric / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 66, PN2024-12, pp. 28-35, June 2024.
Paper # PN2024-12 
Date of Issue 2024-05-30 (PN) 
ISSN 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 PN2024-12

Conference Information
Committee NS PN OCS  
Conference Date 2024-06-06 - 2024-06-07 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To PN 
Conference Code 2024-06-NS-PN-OCS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Implementation of NVMe over TCP using SPDK and Its Performance Measurement 
Sub Title (in English)  
Keyword(1) deep learning  
Keyword(2) computing architecture  
Keyword(3) storage  
Keyword(4) SSD  
Keyword(5) NVMe-over-Fabric  
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1st Author's Name Tatsuki Oyama  
1st Author's Affiliation Tokyo City University (TCU)
2nd Author's Name Kohei Shiomoto  
2nd Author's Affiliation Tokyo City University (TCU)
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Speaker Author-2 
Date Time 2024-06-07 09:25:00 
Presentation Time 25 minutes 
Registration for PN 
Paper # PN2024-12 
Volume (vol) vol.124 
Number (no) no.66 
Page pp.28-35 
#Pages 8 
Date of Issue 2024-05-30 (PN) 

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