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» Experiences with the DEVStone benchmark
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ECML
2001
Springer
15 years 10 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
15 years 10 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
15 years 10 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»
15 years 10 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»
15 years 10 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...