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SDM
2012
SIAM
237views Data Mining» more  SDM 2012»
11 years 11 months ago
A Distributed Kernel Summation Framework for General-Dimension Machine Learning
Kernel summations are a ubiquitous key computational bottleneck in many data analysis methods. In this paper, we attempt to marry, for the first time, the best relevant technique...
Dongryeol Lee, Richard W. Vuduc, Alexander G. Gray
IAT
2009
IEEE
14 years 3 months ago
Distributed Constraint Optimization for Large Teams of Mobile Sensing Agents
Abstract. A team of mobile sensors can be used for coverage of targets in different environments. The dynamic nature of such an application requires the team of agents to adjust th...
Roie Zivan, Robin Glinton, Katia P. Sycara
SP
2002
IEEE
226views Security Privacy» more  SP 2002»
13 years 8 months ago
Dynamic load balancing of SAMR applications on distributed systems
Dynamic load balancing(DLB) for parallel systems has been studied extensively; however, DLB for distributed systems is relatively new. To efficiently utilize computing resources p...
Zhiling Lan, Valerie E. Taylor, Greg Bryan
CORR
2011
Springer
122views Education» more  CORR 2011»
13 years 3 months ago
Triangular Dynamic Architecture for Distributed Computing in a LAN Environment
A computationally intensive large job, granulized to concurrent pieces and operating in a dynamic environment should reduce the total processing time. However, distributing jobs a...
M. Shahriar Hossain, Kazi Muhammad Najmul Hasan Kh...
AAAI
2008
13 years 11 months ago
Dynamic Distributed Constraint Reasoning
What local action can agents take, without the benefit of global knowledge, to produce the best global solution? Many dynamic distributed systems can be modeled using techniques f...
Robert N. Lass, Evan Sultanik, William C. Regli