scholarly journals Parallel Programming Models for Dense Linear Algebra on Heterogeneous Systems

2016 ◽  
Vol 2 (4) ◽  
Keyword(s):  
Parallel Programming ◽  
Linear Algebra ◽  
Heterogeneous Systems ◽  
Programming Models ◽  
Dense Linear Algebra ◽  
Parallel Programming Models

Mixed Parallel Programming Models Using Parallel Tasks

2010 ◽  
pp. 246-275 ◽  
Author(s):  
Joerg Duemmler ◽  
Thomas Rauber ◽  
Gudula Ruenger
Keyword(s):  
Parallel Programming ◽  
Heterogeneous Systems ◽  
Parallel Systems ◽  
Programming Models ◽  
Medium Size ◽  
Data Parallelism ◽  
Communication Structure ◽  
Parallel Tasks ◽  
Parallel Programming Models ◽  
The Future

Parallel programming models using parallel tasks have shown to be successful for increasing scalability on medium-size homogeneous parallel systems. Several investigations have shown that these programming models can be extended to hierarchical and heterogeneous systems which will dominate in the future. In this chapter, the authors discuss parallel programming models with parallel tasks and describe these programming models in the context of other approaches for mixed task and data parallelism. They discuss compiler-based as well as library-based approaches for task programming and present extensions to the model which allow a flexible combination of parallel tasks and an optimization of the resulting communication structure.

scholarly journals On the adequacy of lightweight thread approaches for high-level parallel programming models

2018 ◽  
Vol 84 ◽  
pp. 22-31 ◽  
Author(s):  
Adrián Castelló ◽  
Rafael Mayo ◽  
Kevin Sala ◽  
Vicenç Beltran ◽  
Pavan Balaji ◽  
...  
Keyword(s):  
Parallel Programming ◽  
Programming Models ◽  
Parallel Programming Models ◽  
High Level
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