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Author, Editor(s)
Author(s):
Gandhi, Rajiv
Mestre, Julián
dblp
dblp
Not MPG Author(s):
Gandhi, Rajiv
BibTeX cite key*:
journal/algo/GandhiM2007
Title
Title*:
Combinatorial Algorithms for Data Migration to Minimize Average Completion Time
Journal
Journal Title*:
Algorithmica
Journal's URL:
http://www.springerlink.com/content/100117/
Download URL
for the article:
http://www.springerlink.com/content/7626hqk810344n01/fulltext.pdf
Language:
English
Publisher
Publisher's
Name:
Springer
Publisher's URL:
http://www.springer.com
Publisher's
Address:
New York, NY
ISSN:
0178-4617
Vol, No, pp, Date
Volume*:
54
Number:
1
Publishing Date:
November 2009
Pages*:
54-71
Number of
VG Pages:
Page Start:
54
Page End:
71
Sequence Number:
DOI:
10.1007/s00453-007-9118-2
Note, Abstract, ©
Note:
(LaTeX) Abstract:
The \textit{data migration} problem is to compute an efficient plan for moving data stored on devices in a network from one configuration to another. It is modeled by a transfer graph, where vertices represent the storage devices, and edges represent data transfers required between pairs of devices. Each vertex has a non-negative weight, and each edge has a processing time. A vertex completes when all the edges incident on it complete; the constraint is that two edges incident on the same vertex cannot be processed simultaneously. The objective is to minimize the sum of weighted completion times of all vertices. Kim (\textit{Journal of Algorithms, 55:42-57, 2005}) gave an LP-rounding $3$-approximation algorithm when edges have unit processing times. We give a more efficient primal-dual algorithm that achieves the same approximation guarantee. When edges have arbitrary processing times we
give a primal-dual 5.83-approximation algorithm. We also study a variant of the open shop scheduling problem. This is a special case of the data migration problem in which the transfer graph is bipartite and the objective is to minimize the completion times of edges. We present a simple algorithm that achieves an approximation ratio of \mbox{$\sqrt{2} \approx 1.414$}, thus improving the
1.796-approximation given by Gandhi~\etal\ (\textit{ACM Transaction on Algorithms, 2(1):116-129}, 2006). We show that the analysis of our algorithm is almost tight.
URL for the Abstract:
Categories,
Keywords:
Primal-dual algorithms - Approximation algorithms - Min-sum scheduling problems
HyperLinks / References / URLs:
Copyright Message:
Springer Open Access
Personal Comments:
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Access Level:
Public
Correlation
MPG Unit:
Max-Planck-Institut für Informatik
MPG Subunit:
Algorithms and Complexity Group
Appearance:
MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat, VG Wort
BibTeX Entry:
@ARTICLE
{
journal/algo/GandhiM2007
,
AUTHOR = {Gandhi, Rajiv and Mestre, Juli{\'a}n},
TITLE = {Combinatorial Algorithms for Data Migration to Minimize Average Completion Time},
JOURNAL = {Algorithmica},
PUBLISHER = {Springer},
YEAR = {2009},
NUMBER = {1},
VOLUME = {54},
PAGES = {54--71},
ADDRESS = {New York, NY},
MONTH = {November},
ISBN = {0178-4617},
DOI = {10.1007/s00453-007-9118-2},
}
Entry last modified by Anja Becker, 03/05/2010
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Editor(s)
[Library]
Created
06/04/2008 02:32:15 PM
Revisions
9.
8.
7.
6.
5.
Editor(s)
Anja Becker
Anja Becker
Julian Mestre
Julian Mestre
Julian Mestre
Edit Dates
05.03.2010 14:59:36
05.03.2010 14:56:30
01/08/2010 04:50:57 PM
02/16/2009 09:38:24 AM
02/16/2009 09:34:24 AM
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