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CORR
2010
Springer
153views Education» more  CORR 2010»
15 years 2 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...
IPPS
2007
IEEE
15 years 8 months ago
RAxML-Cell: Parallel Phylogenetic Tree Inference on the Cell Broadband Engine
Computational phylogeny is a challenging application even for the most powerful supercomputers. It is also an ideal candidate for benchmarking emerging multiprocessor architecture...
Filip Blagojevic, Alexandros Stamatakis, Christos ...
126
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CCECE
2006
IEEE
15 years 8 months ago
Dynamic and Parallel Approaches to Optimal Evolutionary Tree Construction
Phylogenetic trees are commonly reconstructed based on hard optimization problems such as Maximum parsimony (MP) and Maximum likelihood (ML). Conventional MP heuristics for produc...
Anupam Bhattacharjee, Kazi Zakia Sultana, Zalia Sh...
CONCURRENCY
2000
106views more  CONCURRENCY 2000»
15 years 2 months ago
Performance characteristics for OpenMP constructs on different parallel computer architectures
OpenMP is emerging as a quasi-standard for shared memory parallel programming on small SMP-systems. To serve as a common programming interface in shared memory parallel programmin...
Rudolf Berrendorf, Guido Nieken
CONCURRENCY
2002
112views more  CONCURRENCY 2002»
15 years 2 months ago
An analysis of VI Architecture primitives in support of parallel and distributed communication
We present the results of a detailed study of the Virtual Interface (VI) paradigm as a communication foundation for a distributed computing environment. Using Active Messages and ...
Andrew Begel, Philip Buonadonna, David E. Culler, ...