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» Towards Efficient MapReduce Using MPI
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PVM
2009
Springer
15 years 4 months ago
Towards Efficient MapReduce Using MPI
Torsten Hoefler, Andrew Lumsdaine, Jack Dongarra
CLUSTER
2000
IEEE
15 years 1 months ago
Efficient Parallel I/O on SCI Connected Clusters
This paper presents a new approach towards parallel I/O for message-passing (MPI) applications on clusters built with commodity hardware and an SCI interconnect: instead of using t...
Joachim Worringen
EUROPAR
2008
Springer
15 years 3 days ago
MPC: A Unified Parallel Runtime for Clusters of NUMA Machines
Over the last decade, Message Passing Interface (MPI) has become a very successful parallel programming environment for distributed memory architectures such as clusters. However, ...
Marc Pérache, Hervé Jourdren, Raymon...
CORR
2010
Springer
153views Education» more  CORR 2010»
14 years 10 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...
MM
2010
ACM
271views Multimedia» more  MM 2010»
14 years 8 months ago
Large-scale music tag recommendation with explicit multiple attributes
Social tagging can provide rich semantic information for largescale retrieval in music discovery. Such collaborative intelligence, however, also generates a high degree of tags un...
Zhendong Zhao, Xinxi Wang, Qiaoliang Xiang, Andy M...