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CLOUDCOM
2010
Springer
15 years 1 months ago
Scaling Populations of a Genetic Algorithm for Job Shop Scheduling Problems Using MapReduce
Inspired by Darwinian evolution, a genetic algorithm (GA) approach is one of the popular heuristic methods for solving hard problems, such as the Job Shop Scheduling Problem (JSSP...
Di-Wei Huang, Jimmy Lin
IPPS
2010
IEEE
15 years 1 months ago
Using focused regression for accurate time-constrained scaling of scientific applications
Many large-scale clusters now have hundreds of thousands of processors, and processor counts will be over one million within a few years. Computational scientists must scale their ...
Bradley J. Barnes, Jeonifer Garren, David K. Lowen...
PPOPP
2009
ACM
16 years 3 months ago
Software transactional distributed shared memory
We have developed a transaction-based approach to distributed shared memory(DSM) that supports object caching and generates path expression prefetches. A path expression specifies...
Alokika Dash, Brian Demsky
CVPR
2010
IEEE
15 years 10 months ago
Towards Internet-scale Multi-view Stereo
This paper introduces an approach for enabling existing multi-view stereo methods to operate on extremely large unstructured photo collections. The main idea is to decompose the c...
Yasutaka Furukawa, Steve Seitz, Richard Szeliski
PPOPP
2009
ACM
15 years 10 months ago
Petascale computing with accelerators
A trend is developing in high performance computing in which commodity processors are coupled to various types of computational accelerators. Such systems are commonly called hybr...
Michael Kistler, John A. Gunnels, Daniel A. Broken...