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A Toolkit for the Development of Data-Driven Functional Parallel Programmes

P. 16–30.
Легалов А. И., Vasilev V., Matkovskii I., Ushakova M.

In the article a technology is considered which aims at creating architecture-independent parallel programmes based on the data-driven functional paradigm. A proposed toolkit provides the translation, execution, debugging, optimisation and verification of programmes. A programme in a data-driven functional parallel language is translated into the data-flow graph (which describes the data dependencies of an implemented algorithm) of the programme. On the basis of this representation, the control-flow graph (which defines the organisation of computations) is generated. Both graphs allow to carry out various optimising transformations. The resulting data-flow graph is also used for the formal verification of the programme. A computation process is considered as a cooperation of the control-flow graph and the data-flow graph. The execution of data-driven functional parallel programmes is carried out by a special interpreter (event machine), which consist of a number of event processors controlled by a special manager.

Language: English
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Keywords: Data-driven functional parallel programmingSoftware development toolkitParallel-programmes translationParallel-programmes optimisation

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Communications in Computer and Information Science
Vol. 910: Parallel Computational Technologies. , Springer, 2018.
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