FATCOP: Fault Tolerant Condor PVM Mixed Integer Programming Solver
Investigators
Abstract:
FATCOP is 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 new solver
differs from previous parallel branch-and-bound work 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.
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Two papers describing the basic resource management underlying FATCOP
and the advanced MIP features of the code can be found at the
following URL's.