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ICDE
2011
IEEE
258views Database» more  ICDE 2011»
14 years 7 months ago
SystemML: Declarative machine learning on MapReduce
Abstract—MapReduce is emerging as a generic parallel programming paradigm for large clusters of machines. This trend combined with the growing need to run machine learning (ML) a...
Amol Ghoting, Rajasekar Krishnamurthy, Edwin P. D....
AINA
2009
IEEE
15 years 10 months ago
VirtCloud: Virtualising Network for Grid Environments
Networking infrastructure is a vital part of virtual computer clusters. This paper describes VirtCloud, a system for interconnecting virtual clusters in a state-wide network based...
David Antos, Ludek Matyska, Petr Holub, Jirí...
GPC
2009
Springer
15 years 7 months ago
Achieving Co-allocation through Virtualization in Grid Environment
A typical grid application requires several processors for execution that may not be fulfilled by single cluster at times. Co-allocation is the concept of aggregating computing res...
Thamarai Selvi Somasundaram, Balachandar R. Amarna...
JAVA
2001
Springer
15 years 7 months ago
Implementation of a portable software DSM in Java
Rapid commoditization of advanced hardware and progress of networking technology is now making wide area high-performance computing a.k.a. the ‘Grid’ Computing a reality. Sinc...
Yukihiko Sohda, Hidemoto Nakada, Satoshi Matsuoka
CVPR
2009
IEEE
15 years 7 months ago
Classification of tensors and fiber tracts using Mercer-kernels encoding soft probabilistic spatial and diffusion information
In this paper, we present a kernel-based approach to the clustering of diffusion tensors and fiber tracts. We propose to use a Mercer kernel over the tensor space where both spati...
Radhouène Neji, Nikos Paragios, Gilles Fleu...