Naslov
Solution of applied statistical problems based on multiprocessor systems

Autori
Shvachych, G. ; Ivashchenko, O. ; Busygin, V. ; Mamuzić, Ilija

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, sažetak, znanstveni

Izvornik
Book of abstracts of the 15th International Symposium of Croatian Metallurgical Society - SHMD '2022, Materials and metallurgy (published in: Metalurgija 61 (2022) 2) / Mamuzić, Ilija - Zagreb : Hrvatsko metalurško društvo, 2022, 576-576

Skup
15th International Symposium of Croatian Metallurgical Society (SHMD '22)

Mjesto i datum
Zagreb, Hrvatska, 22.03.2022. - 23.03.2022

Vrsta sudjelovanja
Poster

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
multiprocessor modeling technologies ; Monte Carlo problems ; applied statistical problems

Sažetak
The paper deals with multiprocessor modeling technologies for Monte Carlo problems. Calculation schemes are presented that provide an increase in the productivity and speed of calculations. The paper proposes a modified parallel computing algorithm based on the Monte Carlo method. Here, each calculator has its own random number generator. In this case, intermediate calculations are performed independently on different, separately taken blades of the cluster, “calculators”. Obviously, such a solution allows you to speed up the computation process. It is shown that parallel algorithms of the Monte Carlo method are stable to any input data and have the maximum parallel form and, therefore, the minimum possible implementation time on parallel computin.

Izvorni jezik
Engleski

Znanstvena područja
Metalurgija

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