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Paper Abstract and Keywords
Presentation 2020-03-10 09:25
Optimal Resource Allocation for Distributed Computing Environments based on Integer Programming Generation
Shoya Kyan, Tomoya Uchihara, Morikazu Nakamura (Univ. of the Ryukyus) MSS2019-64
Abstract (in Japanese) (See Japanese page) 
(in English) This paper considers resource assignment problems in distributed computing environments based on the automatic generation of mathematical programming problems.
We implement a distributed computing platform based on Docker, Kubernetes, and Rancher, mainly for machine learning applications.
We show in this paper a partial result of our experiment in which we verify machine learning tasks for estimating the backbone structure of proteins by the Lasso regression.
We evaluate scheduling using automatic generation of mathematical programming problems based on Petri nets.

Distributed Environment, Kuberntes, mathematical programming problems, Petri nets, Resource Assignment
Keyword (in Japanese) (See Japanese page) 
(in English) Distributed Environment / Kuberntes / mathematical programming problems / Petri nets / Resource Assignment / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 470, MSS2019-64, pp. 37-42, March 2020.
Paper # MSS2019-64 
Date of Issue 2020-03-02 (MSS) 
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 MSS2019-64

Conference Information
Committee MSS NLP  
Conference Date 2020-03-09 - 2020-03-10 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) SICE-DES, IEICE-MSS, IEICE-NLP 
Paper Information
Registration To MSS 
Conference Code 2020-03-MSS-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Optimal Resource Allocation for Distributed Computing Environments based on Integer Programming Generation 
Sub Title (in English)  
Keyword(1) Distributed Environment  
Keyword(2) Kuberntes  
Keyword(3) mathematical programming problems  
Keyword(4) Petri nets  
Keyword(5) Resource Assignment  
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1st Author's Name Shoya Kyan  
1st Author's Affiliation University of the Ryukyus (Univ. of the Ryukyus)
2nd Author's Name Tomoya Uchihara  
2nd Author's Affiliation University of the Ryukyus (Univ. of the Ryukyus)
3rd Author's Name Morikazu Nakamura  
3rd Author's Affiliation University of the Ryukyus (Univ. of the Ryukyus)
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Speaker
Date Time 2020-03-10 09:25:00 
Presentation Time 25 
Registration for MSS 
Paper # IEICE-MSS2019-64 
Volume (vol) IEICE-119 
Number (no) no.470 
Page pp.37-42 
#Pages IEICE-6 
Date of Issue IEICE-MSS-2020-03-02 


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