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Abstract: A generalization of the data parallel model has been proposed by Blelloch which permits the nesting of data parallel operators to specify parallel computation across nested and irregular data structures. In this paper we consider the costs of supporting the general model of nested data parallelism, analyzing the requirements such a model places upon an underlying model of execution. We propose a new multi-node execution model which meets the needs of the paradigm and is additionally generic in... (Update)
Context of citations to this paper: More
.... to be specified across irregular structures, the language incorporates the notion of nested data parallelism [3, 4] As shown in [10], such generalization of the traditional model of data parallelism permits concise and natural expression of parallel evaluation across...
.... thread based execution model of nested parallelism has been shown to respect the step and work complexities of the source level metrics [9,5]. However, overheads and space requirements in the realization of this model require careful run time scheduling [4] fast...
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BibTeX entry: (Update)
Dean Engelhardt and Andrew Wendelborn. A partitioning-independent paradigm for nested data parallelism. In L. Bic, W. Bohm, P. Evripidou, and J-L. Gaudiot, editors, Parallel Architectures and Compilation Techniques, pages 224--233, 1995. http://citeseer.ist.psu.edu/engelhardt95partitioningindependent.html More
@article{ engelhardt96partitioningindependent,
author = "Dean Engelhardt and Andrew Wendelborn",
title = "A Partitioning-Independent Paradigm for Nested Data Parallelism",
journal = "International Journal of Parallel Programming",
volume = "24",
number = "4",
pages = "291--317",
year = "1996",
url = "citeseer.ist.psu.edu/engelhardt95partitioningindependent.html" }
Citations (may not include all citations):358 The Tera computer system - Alverson, Alverson et al. - 1990
247 Partitioning and Scheduling Parallel Programs for Multiproce.. (context) - Sarkar - 1989
206 Vector Models for Data-Parallel Computing (context) - Blelloch - 1990
146 Demonstration of automatic data partitioning techniques for .. - Gupta, Banerjee - 1992
133 Fine-grain parallelism with minimal hardware support: A comp.. - Culler, Sah et al. - 1991
130 Implementation of a portable nested data-parallel language - Blelloch, Hardwick et al. - 1994
91 CM Fortran Reference Manual (context) - Corporation, Massachusetts - 1992
89 TAM --- a compiler controlled threaded abstract machine (context) - Culler, Goldstein et al. - 1993
85 CM5 Technical Summary (context) - Corporation, Massachusetts - 1992
80 Machine multicomputer: An architectural evaluation (context) - Noakes, Wallach et al. - 1993
77 Oxford University Press (context) - Metcalf, Reid et al. - 1990
56 The Paralation Model: Architecture Independent Parallel Prog.. (context) - Sabot - 1990
51 Grain size determination for parallel processing (context) - Kruatrachue, Lewis - 1988
41 Compiler-controlled multithreading for lenient parallel lang.. - Schauser, Culler et al.
23 Compile-time partitioning of a non-strict language into sequ.. (context) - Hoch - 1991
9 Connection machine lisp: A dialect of Common Lisp for data p.. (context) - Wholey, Jr - 1987
8 Performance Guide (context) - Corporation, Massachusetts - 1993
5 University of Adelaide (context) - Alexander, Technical - 1993
4 Expressing nested data parallel operations through multi-thr.. - Engelhardt, Wendelborn - 1994
3 Adl: The Adelaide language - Roe - 1992
3 High Performance Fortran terms and concepts (context) - Committee - 1993
2 and algorithms for irregular data-parallel computations (context) - Chatterjee, compilers - 1994
2 Progress in implementing Adl on the CM-5 supercomputer (context) - Engelhardt, Wendelborn
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