IEICE Technical Committee Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2016-06-03 13:55
[Short Paper] Optimal allocation algorithms for geo-distributed data center topology
Yuichi Yamada, Wuhui Chen, Paik Incheon (Aizu Univ.) SC2016-3
Abstract (in Japanese) (See Japanese page) 
(in English) Virtual machine allocation problem in cloud computing has been widely studied in recent years and a lot of algorithms have been proposed in the literatures. Most of them has been successfully applied to batch processing models such as MapReudce, however, none of them can be applied to streaming workflow well because of the following weakness: 1) they failed to adapt the continuous execution characteristic of streaming workflow; 2) most of them are based on the assumptions that the price of VMs and traffic among data centers are static and fixed. In this paper, we propose a streaming workflow allocation algorithm considering the characteristics of streaming work and the price diversity among geo-distributed data centers to further achieve the goal of cost minimization for streaming big data processing.
Keyword (in Japanese) (See Japanese page) 
(in English) optimization problem / genetic algorithm / geo-distributed data centers / workflow allocation / big data processing / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 76, SC2016-3, pp. 15-16, June 2016.
Paper # SC2016-3 
Date of Issue 2016-05-27 (SC) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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 SC2016-3

Conference Information
Committee SC  
Conference Date 2016-06-03 - 2016-06-04 
Place (in Japanese) (See Japanese page) 
Place (in English) The University of Aizu 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Service Computing including Cloud and Big Data, Intelligent Communication System, and Other Issues 
Paper Information
Registration To SC 
Conference Code 2016-06-SC 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Optimal allocation algorithms for geo-distributed data center topology 
Sub Title (in English)  
Keyword(1) optimization problem  
Keyword(2) genetic algorithm  
Keyword(3) geo-distributed data centers  
Keyword(4) workflow allocation  
Keyword(5) big data processing  
1st Author's Name Yuichi Yamada  
1st Author's Affiliation University of Aizu (Aizu Univ.)
2nd Author's Name Wuhui Chen  
2nd Author's Affiliation University of Aizu (Aizu Univ.)
3rd Author's Name Paik Incheon  
3rd Author's Affiliation University of Aizu (Aizu Univ.)
4th Author's Name  
4th Author's Affiliation ()
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
Speaker Author-1 
Date Time 2016-06-03 13:55:00 
Presentation Time 25 minutes 
Registration for SC 
Paper # SC2016-3 
Volume (vol) vol.116 
Number (no) no.76 
Page pp.15-16 
Date of Issue 2016-05-27 (SC) 

[Return to Top Page]

[Return to IEICE Web Page]

The Institute of Electronics, Information and Communication Engineers (IEICE), Japan