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» Use of design patterns in analogy-based design
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CORR
2010
Springer
153views Education» more  CORR 2010»
15 years 6 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...
JCP
2008
162views more  JCP 2008»
15 years 6 months ago
A Hypercube-based Scalable Interconnection Network for Massively Parallel Computing
An important issues in the design of interconnection networks for massively parallel computers is scalability. A new scalable interconnection network topology, called Double-Loop H...
Youyao Liu, Jungang Han, Huimin Du
ANCS
2010
ACM
15 years 4 months ago
DOS: a scalable optical switch for datacenters
This paper discusses the architecture and performance studies of Datacenter Optical Switch (DOS) designed for scalable and highthroughput interconnections within a data center. DO...
Xiaohui Ye, Yawei Yin, S. J. Ben Yoo, Paul Vincent...
ICDE
2012
IEEE
269views Database» more  ICDE 2012»
13 years 9 months ago
A Deep Embedding of Queries into Ruby
—We demonstrate SWITCH, a deep embedding of relational queries into RUBY and RUBY on RAILS. With SWITCH, there is no syntactic or stylistic difference between RUBY programs that ...
Torsten Grust, Manuel Mayr
KDD
2012
ACM
190views Data Mining» more  KDD 2012»
13 years 9 months ago
Multi-label hypothesis reuse
Multi-label learning arises in many real-world tasks where an object is naturally associated with multiple concepts. It is well-accepted that, in order to achieve a good performan...
Sheng-Jun Huang, Yang Yu, Zhi-Hua Zhou