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» Selecting Devices for Aggregation
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ICDCS
2008
IEEE
14 years 5 months ago
Resource Bundles: Using Aggregation for Statistical Wide-Area Resource Discovery and Allocation
Resource discovery is an important process for finding suitable nodes that satisfy application requirements in large loosely-coupled distributed systems. Besides inter-node heter...
Michael Cardosa, Abhishek Chandra
KDD
2005
ACM
177views Data Mining» more  KDD 2005»
14 years 4 months ago
Combining partitions by probabilistic label aggregation
Data clustering represents an important tool in exploratory data analysis. The lack of objective criteria render model selection as well as the identification of robust solutions...
Tilman Lange, Joachim M. Buhmann
SIGMOD
1998
ACM
124views Database» more  SIGMOD 1998»
14 years 3 months ago
An Alternative Storage Organization for ROLAP Aggregate Views Based on Cubetrees
The Relational On-Line Analytical Processing (ROLAP) is emerging as thedominant approach in data warehousing with decision support applications. In order to enhance query performa...
Yannis Kotidis, Nick Roussopoulos
VLDB
2000
ACM
129views Database» more  VLDB 2000»
14 years 2 months ago
Offering a Precision-Performance Tradeoff for Aggregation Queries over Replicated Data
Strict consistency of replicated data is infeasible or not required by many distributed applications, so current systems often permit stale replication, in which cached copies of ...
Chris Olston, Jennifer Widom
BMCBI
2010
224views more  BMCBI 2010»
13 years 11 months ago
An adaptive optimal ensemble classifier via bagging and rank aggregation with applications to high dimensional data
Background: Generally speaking, different classifiers tend to work well for certain types of data and conversely, it is usually not known a priori which algorithm will be optimal ...
Susmita Datta, Vasyl Pihur, Somnath Datta