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» A Parallel BSP Algorithm for Irregular Dynamic Programming
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KDD
2009
ACM
180views Data Mining» more  KDD 2009»
14 years 1 months ago
Parallel community detection on large networks with propinquity dynamics
Graphs or networks can be used to model complex systems. Detecting community structures from large network data is a classic and challenging task. In this paper, we propose a nove...
Yuzhou Zhang, Jianyong Wang, Yi Wang, Lizhu Zhou
FGCS
2010
129views more  FGCS 2010»
13 years 7 months ago
Bulk synchronous parallel ML with exceptions
Bulk Synchronous Parallel ML is a high-level language for programming parallel algorithms. Built upon OCaml and using the BSP model, it provides a safe setting for their implementa...
Louis Gesbert, Frédéric Gava, Fr&eac...
IPPS
1999
IEEE
14 years 1 months ago
Irregular Parallel Algorithms in JAVA
The nested data-parallel programming model supports the design and implementation of irregular parallel algorithms. This paper describes work in progress to incorporate nested data...
Brian Blount, Siddhartha Chatterjee, Michael Phili...
ICCS
2003
Springer
14 years 1 months ago
A Parallel Virtual Machine for Bulk Synchronous Parallel ML
We have designed a functional data-parallel language called BSML for programming bulk-synchronous parallel (BSP) algorithms. The execution time can be estimated and dead-locks and ...
Frédéric Gava, Frédéri...
ICDCN
2011
Springer
13 years 4 days ago
A High-Level Framework for Distributed Processing of Large-Scale Graphs
Distributed processing of real-world graphs is challenging due to their size and the inherent irregular structure of graph computations. We present HIPG, a distributed framework th...
Elzbieta Krepska, Thilo Kielmann, Wan Fokkink, Hen...