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IEEEPACT
2002
IEEE
13 years 9 months ago
An Evaluation of Data-Parallel Compiler Support for Line-Sweep Applications
Data parallel compilers have long aimed to equal the performance of carefully hand-optimized parallel codes. For tightly-coupled applications based on line sweeps, this goal has b...
Daniel G. Chavarría-Miranda, John M. Mellor...
EUROPAR
2001
Springer
13 years 9 months ago
Data-Parallel Compiler Support for Multipartitioning
Multipartitioning is a skewed-cyclic block distribution that yields better parallel efficiency and scalability for line-sweep computations than traditional block partitionings. Th...
Daniel G. Chavarría-Miranda, John M. Mellor...
SC
2003
ACM
13 years 10 months ago
Compiler Support for Exploiting Coarse-Grained Pipelined Parallelism
The emergence of grid and a new class of data-driven applications is making a new form of parallelism desirable, which we refer to as coarse-grained pipelined parallelism. This pa...
Wei Du, Renato Ferreira, Gagan Agrawal
OSDI
2008
ACM
13 years 7 months ago
DryadLINQ: A System for General-Purpose Distributed Data-Parallel Computing Using a High-Level Language
DryadLINQ is a system and a set of language extensions that enable a new programming model for large scale distributed computing. It generalizes previous execution environments su...
Yuan Yu, Michael Isard, Dennis Fetterly, Mihai Bud...
IPPS
2003
IEEE
13 years 10 months ago
A Compilation Framework for Distributed Memory Parallelization of Data Mining Algorithms
With the availability of large datasets in a variety of scientific and commercial domains, data mining has emerged as an important area within the last decade. Data mining techni...
Xiaogang Li, Ruoming Jin, Gagan Agrawal