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NIPS
2007
13 years 12 months ago
Parallelizing Support Vector Machines on Distributed Computers
Support Vector Machines (SVMs) suffer from a widely recognized scalability problem in both memory use and computational time. To improve scalability, we have developed a parallel ...
Edward Y. Chang, Kaihua Zhu, Hao Wang, Hongjie Bai...
PPOPP
2010
ACM
14 years 7 months ago
A practical concurrent binary search tree
We propose a concurrent relaxed balance AVL tree algorithm that is fast, scales well, and tolerates contention. It is based on optimistic techniques adapted from software transact...
Nathan Grasso Bronson, Jared Casper, Hassan Chafi,...
IPPS
2008
IEEE
14 years 4 months ago
Performance comparison of SGI Altix 4700 and SGI Altix 3700 Bx2
Suitability of the next generation of high-performance computing systems for petascale simulations will depend on a balance between factors such as processor performance, memory p...
Subhash Saini, Dennis C. Jespersen, Dale Talcott, ...
ICPP
2003
IEEE
14 years 3 months ago
Performance and Power Impact of Issue-width in Chip-Multiprocessor Cores
In chip-multiprocessors (CMPs), the number of cores and the issue width of each core presents an important design trade-off to balance the amount of TLP and ILP between multi-thre...
Magnus Ekman, Per Stenström
IPPS
1994
IEEE
14 years 2 months ago
Parallel Evaluation of a Parallel Architecture by Means of Calibrated Emulation
A parallel transputer-based emulator has been developed to evaluate the DDM--ahighlyparallel virtual shared memory architecture. The emulator provides performance results of a har...
Henk L. Muller, Paul W. A. Stallard, David H. D. W...