Bioinformatics Vol. 18 no. 2 2002
Pages 315-318
© 2002 Oxford University Press
Models@Home: distributed computing in bioinformatics using a screensaver based approach
CMBI, Center for Molecular and Biomolecular Informatics, Toernooiveld 1, NL-6525 ED Nijmegen, The Netherlands
Received on June 14, 2001
; revised on August 28, 2001
; accepted on September 17, 2001
Motivation: Due to the steadily growing computational demands in bioinformatics and related scientific disciplines, one is forced to make optimal use of the available resources. A straightforward solution is to build a network of idle computers and let each of them work on a small piece of a scientific challenge, as done by Seti@Home (http://setiathome.berkeley.edu), the worlds largest distributed computing project.
Results: We developed a generally applicable distributed computing solution that uses a screensaver system similar to Seti@Home. The software exploits the coarse-grained nature of typical bioinformatics projects. Three major considerations for the design were: (1) often, many different programs are needed, while the time is lacking to parallelize them. Models@Home can run any program in parallel without modifications to the source code; (2) in contrast to the Seti project, bioinformatics applications are normally more sensitive to lost jobs. Models@Home therefore includes stringent control over job scheduling; (3) to allow use in heterogeneous environments, Linux and Windows based workstations can be combined with dedicated PCs to build a homogeneous cluster. We present three practical applications of Models@Home, running the modeling programs WHAT IF and YASARA on 30 PCs: force field parameterization, molecular dynamics docking, and database maintenance.
Availability: Models@Home is freely available including source code and detailed instructions from http://www.cmbi.nl/models.
Contact: elmar.krieger{at}cmbi.kun.nl
* To whom correspondence should be addressed.
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