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IPPS
2010
IEEE
15 years 1 months ago
Large-scale multi-dimensional document clustering on GPU clusters
Document clustering plays an important role in data mining systems. Recently, a flocking-based document clustering algorithm has been proposed to solve the problem through simulat...
Yongpeng Zhang, Frank Mueller, Xiaohui Cui, Thomas...
IPPS
2010
IEEE
15 years 1 months ago
Reconciling scratch space consumption, exposure, and volatility to achieve timely staging of job input data
Innovative scientific applications and emerging dense data sources are creating a data deluge for highend computing systems. Processing such large input data typically involves cop...
Henry M. Monti, Ali Raza Butt, Sudharshan S. Vazhk...
175
Voted
ISVD
2010
IEEE
15 years 1 months ago
Hydration Shells in Voronoi Tessellations
An interesting property of the Voronoi tessellation is studied in the context of its application to the analysis of hydration shells in computer simulation of solutions. Namely the...
V. P. Voloshin, Alexey V. Anikeenko, Nikolai N. Me...
DAC
2007
ACM
16 years 4 months ago
Reducing Data-Memory Footprint of Multimedia Applications by Delay Redistribution
It is now common for multimedia applications to be partitioned and mapped onto multiple processing elements of a system-on-chip architecture. An important design constraint in suc...
Balaji Raman, Samarjit Chakraborty, Wei Tsang Ooi,...
114
Voted
ICML
2008
IEEE
16 years 4 months ago
Space-indexed dynamic programming: learning to follow trajectories
We consider the task of learning to accurately follow a trajectory in a vehicle such as a car or helicopter. A number of dynamic programming algorithms such as Differential Dynami...
J. Zico Kolter, Adam Coates, Andrew Y. Ng, Yi Gu, ...
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