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» Mining data streams with periodically changing distributions
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IPPS
2007
IEEE
14 years 3 months ago
Probability Convergence in a Multithreaded Counting Application
The problem of counting specified combinations of a given set of variables arises in many statistical and data mining applications. To solve this problem, we introduce the PDtree...
Chad Scherrer, Nathaniel Beagley, Jarek Nieplocha,...
CISIS
2009
IEEE
14 years 3 months ago
Dynamic Adaptation of Parallelism Level in Data Transfer Scheduling
We discuss dynamic parameter tuning in wide-area data transfers for efficient utilization of available network capacity and optimized end-to-end application performance. Impacts ...
Mehmet Balman, Tevfik Kosar
ADMA
2006
Springer
110views Data Mining» more  ADMA 2006»
14 years 18 days ago
Learning with Local Drift Detection
Abstract. Most of the work in Machine Learning assume that examples are generated at random according to some stationary probability distribution. In this work we study the problem...
João Gama, Gladys Castillo
IPPS
2006
IEEE
14 years 2 months ago
An adaptive stabilization framework for distributed hash tables
Distributed Hash Tables (DHT) algorithms obtain good lookup performance bounds by using deterministic rules to organize peer nodes into an overlay network. To preserve the invaria...
Gabriel Ghinita, Yong Meng Teo
ICDE
2007
IEEE
92views Database» more  ICDE 2007»
14 years 3 months ago
A Cost Model for Storing and Retrieving Data in Wireless Sensor Networks
Many applications require storing data in Wireless Sensor Networks (WSNs). For example, in environmental monitoring applications, WSN may archive sensor data for retrieval at peri...
Adesola Omotayo, Moustafa A. Hammad, Ken Barker