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CDC
2009
IEEE
159views Control Systems» more  CDC 2009»
15 years 7 months ago
A distributed machine learning framework
Abstract— A distributed online learning framework for support vector machines (SVMs) is presented and analyzed. First, the generic binary classification problem is decomposed in...
Tansu Alpcan, Christian Bauckhage
111
Voted
HPDC
2010
IEEE
15 years 3 months ago
Cloud computing paradigms for pleasingly parallel biomedical applications
Cloud computing offers new approaches for scientific computing that leverage the major commercial hardware and software investment in this area. Closely coupled applications are s...
Thilina Gunarathne, Tak-Lon Wu, Judy Qiu, Geoffrey...
IPPS
1996
IEEE
15 years 6 months ago
Implementing the Data Diffusion Machine Using Crossbar Routers
The Data Diffusion Machine is a scalable virtual shared memory architecture. A hierarchical network is used to ensure that all data can be located in a time bounded by O(logp), wh...
Henk L. Muller, Paul W. A. Stallard, David H. D. W...
121
Voted
ASPLOS
2000
ACM
15 years 6 months ago
Thread Level Parallelism and Interactive Performance of Desktop Applications
Multiprocessing is already prevalent in servers where multiple clients present an obvious source of thread-level parallelism. However, the case for multiprocessing is less clear f...
Krisztián Flautner, Richard Uhlig, Steven K...
PDP
2010
IEEE
15 years 20 days ago
FTDS: Adjusting Virtual Computing Resources in Threshing Cases
—In the virtual execution environment, dynamic computing resource adjustment technique, configuring the computing resource of virtual machines automatically according to the actu...
Jian Huang, Hai Jin, Kan Hu, Zhiyuan Shao