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SIAM Journal on Optimization
Article . 2001 . Peer-reviewed
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FATCOP: A Fault Tolerant Condor-PVM Mixed Integer Programming Solver

FATCOP: A fault tolerant condor-PVM mixed integer programming solver
Authors: Chen, Qun; Ferris, Michael C.;

FATCOP: A Fault Tolerant Condor-PVM Mixed Integer Programming Solver

Abstract

Summary: We describe FATCOP, a new parallel mixed integer program solver written in PVM. The implementation uses the Condor resource management system to provide a virtual machine composed of otherwise idle computers. The solver differs from previous parallel branch-and-bound codes by implementing a general purpose parallel mixed integer programming algorithm in an opportunistic multiple processor environment, as opposed to a conventional dedicated environment. It shows how to make effective use of resources as they become available while ensuring the program tolerates resource retreat. The solver performs well on test problems arising from real applications and is particularly useful for solving long running hard mixed integer programming problems.

Related Organizations
Keywords

Numerical mathematical programming methods, Mixed integer programming, Polyhedral combinatorics, branch-and-bound, branch-and-cut, condor, branch-and-bound, opportunistic environment, fault tolerance, mixed integer programming

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
11
Average
Top 10%
Average
bronze