20.500.12556/RUL-29517 Paralelni in distribuirani algoritmi v numerični analizi Parallel and distributed algorithms in Numerical analysis Algoritmi numerične analize so široko uporabni v znanosti. Predvsem reševanje velikih sistemov enačb je stalnica znanstvenih simulacij na mnogih področjih, predvsem na področju fizike, strojništva, meteorologije in astronomije. Taki sistemi enačb so pogosto tako veliki, da jih zgolj z enim računalnikom ne moremo rešiti. V diplomskem delu smo preučili in opisali numerične algoritme za računanje določenih integralov, množenje redkih in gostih matrik ter reševanje linearnih sistemov na distribuiranih arhitekturah. Še več, izvedli smo tudi prototip oblačne storitve za reševanje teh problemov s pomočjo aktorskega modela izračunavanja in ogrodja Akka. The algorithms studied in numerical analysis are widely used in science and engineering. They are especially common with large scientific simulations in many fields, ranging from astronomy and meteorology to physics and mechanical engineering. Systems of equations are commonly so big we are unable to solve them using just a single computer. In this thesis we have examined the algorithms for numerical integration, both sparse and dense matrix multiplication and solving of systems of linear equations on a distributed memory machine. Moreover, we have also engineered a prototype of a cloud service for solving these kinds of problems using the actor model of concurrency. distribuirana arhitektura aktorski model sočasnega izračunavanja reševanje linearnega sistema enačb množenje matrik numerična integracija funkcijsko programiranje Scala Akka distributed architecture actor model of concurrency solving systems of linear equations matrix multiplication numerical integration functional programming Scala Akka true false false Slovenski jezik Angleški jezik Diplomsko delo/naloga 2014-09-19 12:05:00 2014-09-19 12:05:00 2022-08-01 10:45:58 0000-00-00 00:00:00 2014 0 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 14412 1536139971 63100261-20140916182830-diploma_Kralj.pdf 63100261-20140916182830-diploma_Kralj.pdf 1 EB83CB547A9496A64EE4FC5BCF376D99 63380483717bbea6b4948ad6bed90121e84ebb73d9e2914847e538bce10a00ae 4e030530-a1a8-11eb-a523-00155dcfd717 20.500.12556/rul/a8be15e6-7df4-46b3-acf1-c13e4c25a776 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=29513 Fakulteta za računalništvo in informatiko 0 0 0