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KDD
2009
ACM
198views Data Mining» more  KDD 2009»
14 years 5 months ago
Pervasive parallelism in data mining: dataflow solution to co-clustering large and sparse Netflix data
All Netflix Prize algorithms proposed so far are prohibitively costly for large-scale production systems. In this paper, we describe an efficient dataflow implementation of a coll...
Srivatsava Daruru, Nena M. Marin, Matt Walker, Joy...
JPDC
2008
129views more  JPDC 2008»
13 years 5 months ago
A framework for scalable greedy coloring on distributed-memory parallel computers
We present a scalable framework for parallelizing greedy graph coloring algorithms on distributed-memory computers. The framework unifies several existing algorithms and blends a ...
Doruk Bozdag, Assefaw Hadish Gebremedhin, Fredrik ...
IPPS
2002
IEEE
13 years 10 months ago
MPI/IO on DAFS over VIA: Implementation and Performance Evaluation
In this paper, we describe an implementation of MPI-IO on top of the Direct Access File System (DAFS) standard. The implementation is realized by porting ROMIO on top of DAFS. We ...
Jiesheng Wu, Dhabaleswar K. Panda
IEEEPACT
2005
IEEE
13 years 11 months ago
Design and Implementation of a Compiler Framework for Helper Threading on Multi-core Processors
Helper threading is a technique that utilizes a second core or logical processor in a multi-threaded system to improve the performance of the main thread. A helper thread executes...
Yonghong Song, Spiros Kalogeropulos, Partha Tiruma...
CCGRID
2009
IEEE
14 years 2 days ago
C-Meter: A Framework for Performance Analysis of Computing Clouds
—Cloud computing has emerged as a new technology that provides large amount of computing and data storage capacity to its users with a promise of increased scalability, high avai...
Nezih Yigitbasi, Alexandru Iosup, Dick H. J. Epema...