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ECML
2001
Springer
14 years 2 months ago
Classification on Data with Biased Class Distribution
Labeled data for classification could often be obtained by sampling that restricts or favors choice of certain classes. A classifier trained using such data will be biased, resulti...
Slobodan Vucetic, Zoran Obradovic
HPDC
2000
IEEE
14 years 2 months ago
dQUOB: Managing Large Data Flows using Dynamic Embedded Queries
The dQUOB system satis es client need for speci c information from high-volume data streams. The data streams we speak of are the ow of data existing during large-scale visualizat...
Beth Plale, Karsten Schwan
PLDI
2000
ACM
14 years 2 months ago
Dynamo: a transparent dynamic optimization system
We describe the design and implementation of Dynamo, a software dynamic optimization system that is capable of transparently improving the performance of a native instruction stre...
Vasanth Bala, Evelyn Duesterwald, Sanjeev Banerjia
IDEAS
1999
IEEE
144views Database» more  IDEAS 1999»
14 years 2 months ago
The Scalability of an Object Descriptor Architecture OODBMS
An object database management system (OODBMS) has been often criticized for its alleged insufficient scalability for a large-scale production system. We investigated the scalabili...
Kwok K. Yu, Byung Suk Lee, Michael R. Olson
ISCA
1998
IEEE
129views Hardware» more  ISCA 1998»
14 years 2 months ago
Memory System Characterization of Commercial Workloads
Commercial applications such as databases and Web servers constitute the largest and fastest-growing segment of the market for multiprocessor servers. Ongoing innovations in disk ...
Luiz André Barroso, Kourosh Gharachorloo, E...