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107
Voted
DMIN
2008
145views Data Mining» more  DMIN 2008»
15 years 2 months ago
Privacy-Preserving Classification of Horizontally Partitioned Data via Random Kernels
We propose a novel privacy-preserving nonlinear support vector machine (SVM) classifier for a data matrix A whose columns represent input space features and whose individual rows ...
Olvi L. Mangasarian, Edward W. Wild
CLOUD
2010
ACM
15 years 5 months ago
Google fusion tables: data management, integration and collaboration in the cloud
Google Fusion Tables is a cloud-based service for data management and integration. Fusion Tables enables users to upload tabular data files (spreadsheets, CSV, KML), currently of...
Hector Gonzalez, Alon Y. Halevy, Christian S. Jens...
110
Voted
SC
2000
ACM
15 years 4 months ago
Hardware Prediction for Data Coherency of Scientific Codes on DSM
This paper proposes a hardware mechanism for reducing coherency overhead occurring in scientific computations within DSM systems. A first phase aims at detecting, in the address s...
Jean-Thomas Acquaviva, William Jalby
93
Voted
CLUSTER
2006
IEEE
15 years 6 months ago
Positioning Dynamic Storage Caches for Transient Data
Simulations, experiments and observatories are generating a deluge of scientific data. Even more staggering is the ever growing application demand to process and assimilate these...
Sudharshan S. Vazhkudai, Douglas Thain, Xiaosong M...
79
Voted
FAST
2004
15 years 2 months ago
Segank: A Distributed Mobile Storage System
This paper presents a distributed mobile storage system designed for storage elements connected by a network of non-uniform quality. Flexible data placement is crucial, and it lea...
Sumeet Sobti, Nitin Garg, Fengzhou Zheng, Junwen L...