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Comparison of the effectiveness of the Map-Reduce approach and the actor model in solving problems with high connectivity of inp data on the example of the optimization problem for a swarm of particles

The paper defines the notion of distributed problems with bounded input components. Particle Swarm Optimization problem is shown to be an example of such a class. Such a problem's implementation based on the Map-Reduce model (implemented on the Spark framework) and an implementation based on an...

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Bibliographic Details
Date:	2021
Main Authors:	Larin, V.O., Provotar, O.I.
Format:	Article
Language:	Ukrainian
Published:	PROBLEMS IN PROGRAMMING 2021
Subjects:	actor model map-reduce particle swarm optimization parallel shared memory systems UDC 004.434:004.75
Online Access:	https://pp.isofts.kiev.ua/index.php/ojs1/article/view/451
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Journal Title:	Problems in programming
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