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

• Дата: 2021
• Автори: Larin, V.O., Provotar, O.I.
• Формат: Стаття
• Мова: Ukrainian
• Опубліковано: PROBLEMS IN PROGRAMMING 2021
• Теми: actor model; map-reduce; particle swarm optimization; parallel shared memory systems; UDC 004.434:004.75
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/451
• Назва журналу: Problems in programming

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...