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» Online Maintenance of Very Large Random Samples
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SKG
2006
IEEE
15 years 7 months ago
IAC: Interest-Aware Caching for Unstructured P2P
The simplicity and robustness of unstructured P2P system make it a preferable architecture for constructing real large scale file sharing system. Most of the existing paradigms re...
Xucheng Luo, Zhiguang Qin, Ji Geng, Jiaqing Luo
FOCS
2008
IEEE
15 years 8 months ago
What Can We Learn Privately?
Learning problems form an important category of computational tasks that generalizes many of the computations researchers apply to large real-life data sets. We ask: what concept ...
Shiva Prasad Kasiviswanathan, Homin K. Lee, Kobbi ...
SIGMOD
2007
ACM
169views Database» more  SIGMOD 2007»
16 years 1 months ago
Scalable approximate query processing with the DBO engine
This paper describes query processing in the DBO database system. Like other database systems designed for ad-hoc, analytic processing, DBO is able to compute the exact answer to ...
Christopher M. Jermaine, Subramanian Arumugam, Abh...
KDD
1998
ACM
190views Data Mining» more  KDD 1998»
15 years 6 months ago
Time Series Forecasting from High-Dimensional Data with Multiple Adaptive Layers
This paper describes our work in learning online models that forecast real-valued variables in a high-dimensional space. A 3GB database was collected by sampling 421 real-valued s...
R. Bharat Rao, Scott Rickard, Frans Coetzee
96
Voted
SDM
2007
SIAM
73views Data Mining» more  SDM 2007»
15 years 3 months ago
Sketching Landscapes of Page Farms
The Web is a very large social network. It is important and interesting to understand the “ecology” of the Web: the general relations of Web pages to their environment. The un...
Bin Zhou 0002, Jian Pei