DocumentCode
167613
Title
Solving Hard MIPLIB2003 Problems with ParaSCIP on Supercomputers: An Update
Author
Shinano, Yuji ; Achterberg, Tobias ; Berthold, Timo ; Heinz, Stefan ; Koch, Thorsten ; Winkler, Marco
Author_Institution
Zuse Inst. Berlin, Berlin, Germany
fYear
2014
fDate
19-23 May 2014
Firstpage
1552
Lastpage
1561
Abstract
Contemporary supercomputers can easily provide years of CPU time per wall-clock hour. One challenge of today´s software development is how to harness this vast computing power in order to solve really hard mixed-integer programming instances. In 2010, two out of six open MIPLIB2003 instances could be solved by ParaSCIP in more than ten consecutive runs, restarting from checkpointing files. The contribution of this paper is threefold: For the first time, we present computational results of single runs for those two instances. Secondly, we provide improved upper and lower bounds for all of the remaining four open MIPLIB2003 instances. Finally, we explain which new developments led to these results and discuss the current progress of ParaSCIP. Experiments were conducted on HLRN II, on HLRN III, and on the Titan supercomputer, using up to 35,200 cores.
Keywords
checkpointing; integer programming; parallel processing; HLRN III; MIPLIB2003 problems; ParaSCIP; Titan supercomputer; checkpointing file; computing power; mixed-integer programming; software development; supercomputers; Checkpointing; Electronic mail; Heuristic algorithms; Linear programming; Load management; Supercomputers; Switches; MIPLIB2003; Mixed Integer Programming; Parallel processing; SCIP; Ubiquity Generator Framework;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel & Distributed Processing Symposium Workshops (IPDPSW), 2014 IEEE International
Conference_Location
Phoenix, AZ
Print_ISBN
978-1-4799-4117-9
Type
conf
DOI
10.1109/IPDPSW.2014.174
Filename
6969561
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