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Scalable Parallel Numerical Constraint Solver Using Global Load Balancing
May 18, 2015 · Declared Dead · 🏛 X10@PLDI
"No code URL or promise found in abstract"
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Authors
Daisuke Ishii, Kazuki Yoshizoe, Toyotaro Suzumura
arXiv ID
1505.04542
Category
cs.DC: Distributed Computing
Cross-listed
cs.AI
Citations
3
Venue
X10@PLDI
Last Checked
3 months ago
Abstract
We present a scalable parallel solver for numerical constraint satisfaction problems (NCSPs). Our parallelization scheme consists of homogeneous worker solvers, each of which runs on an available core and communicates with others via the global load balancing (GLB) method. The parallel solver is implemented with X10 that provides an implementation of GLB as a library. In experiments, several NCSPs from the literature were solved and attained up to 516-fold speedup using 600 cores of the TSUBAME2.5 supercomputer.
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