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CORR
2010
Springer
153views Education» more  CORR 2010»
14 years 12 months ago
GraphLab: A New Framework for Parallel Machine Learning
Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuf...
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny B...
COLCOM
2005
IEEE
15 years 5 months ago
An experimental evaluation of spam filter performance and robustness against attack
— In this paper, we show experimentally that learning filters are able to classify large corpora of spam and legitimate email messages with a high degree of accuracy. The corpor...
Steve Webb, Subramanyam Chitti, Calton Pu
DEBS
2007
ACM
15 years 3 months ago
Adapting publish-subscribe routing to traffic demands
Most of currently available content-based publish-subscribe systems that were designed to operate in large scale, wired scenarios, build their routing infrastructure as a set of b...
Matteo Migliavacca, Gianpaolo Cugola
PDP
2010
IEEE
15 years 6 months ago
Impact of Parallel Workloads on NoC Architecture Design
— Due to the multi-core processors, the importance of parallel workloads has increased considerably. However, manycore chips demand new interconnection strategies, since traditio...
Henrique Cota de Freitas, Lucas Mello Schnorr, Mar...
IPPS
2010
IEEE
14 years 9 months ago
PreDatA - preparatory data analytics on peta-scale machines
Peta-scale scientific applications running on High End Computing (HEC) platforms can generate large volumes of data. For high performance storage and in order to be useful to scien...
Fang Zheng, Hasan Abbasi, Ciprian Docan, Jay F. Lo...