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ICDE
2009
IEEE
140views Database» more  ICDE 2009»
16 years 7 months ago
Predicting Multiple Metrics for Queries: Better Decisions Enabled by Machine Learning
One of the most challenging aspects of managing a very large data warehouse is identifying how queries will behave before they start executing. Yet knowing their performance charac...
Archana Ganapathi, Harumi A. Kuno, Umeshwar Dayal,...
193
Voted
WWW
2004
ACM
16 years 6 months ago
Web taxonomy integration using support vector machines
We address the problem of integrating objects from a source taxonomy into a master taxonomy. This problem is not only currently pervasive on the web, but also important to the eme...
Dell Zhang, Wee Sun Lee
ASPLOS
2006
ACM
16 years 2 days ago
Geiger: monitoring the buffer cache in a virtual machine environment
Virtualization is increasingly being used to address server management and administration issues like flexible resource allocation, service isolation and workload migration. In a...
Stephen T. Jones, Andrea C. Arpaci-Dusseau, Remzi ...
VEE
2009
ACM
130views Virtualization» more  VEE 2009»
15 years 10 months ago
Post-copy based live virtual machine migration using adaptive pre-paging and dynamic self-ballooning
We present the design, implementation, and evaluation of post-copy based live migration for virtual machines (VMs) across a Gigabit LAN. Live migration is an indispensable feature...
Michael R. Hines, Kartik Gopalan
BMCBI
2010
208views more  BMCBI 2010»
15 years 6 months ago
Using machine learning to speed up manual image annotation: application to a 3D imaging protocol for measuring single cell gene
Background: Image analysis is an essential component in many biological experiments that study gene expression, cell cycle progression, and protein localization. A protocol for tr...
Zafer Aydin, John I. Murray, Robert H. Waterston, ...