Postupak grupiranja kompozitnih programa s obzirom na model pouzdanosti primjenom algoritma k-srednjih vrijednosti

undergraduate thesis

• Title (english): Clustering of composite applications with regard to reliability model by applying the k-means clustering algorithm
• Author: Daniel Guja
• Mentor: Siniša Srbljić (mentor)
• Committee member: Siniša Srbljić (predsjednik povjerenstva)
• Committee member: Goran Delač (član povjerenstva)
• Committee member: Marin Šilić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2015-07-13, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Arhitektura zasnovana na uslugama je oblikovni obrazac koji postaje sve popularniji kako se internet i računala u oblacima sve više koriste. Prednost takve arhitekture je ta da se kompozitne usluge grade nad već postojećim uslugama, ali kako postojeće usluge mogu biti izgrađene od trećih stranki, otvara se pitanje pouzdanosti. Cilj ovog završnog rada bio je izgraditi modele kompozitnih programa, izračunati utjecaj atomarnih komponenti na kompozitne programe i grupirati kompozitne pruograme prema utjecaj atomarnih komponenti na ukupnu pouzdanost primjenom algoritma k-srednjih vrijednosti. Također, izgrađen je i generator modela kompozitnih aplikacija.

Abstract (english)

Service-oriented architecture (SOA) is an architectural pattern in computer software design which becomes increasingly popular with the continuous proliferation of internet and cloud computing. One of the greatest benefits of SOA are service compositions, component based applications build by combining existing services. However, services can be deployed by third parties so there is concern for reliability. In this thesis, we focus on building composite applications, calculating atomic services impact on reliability of composite applications and clustering of composite application with regard to reliability model by applying the k-means clustering algorithm. Also, we built model generator for composite applications.

• Keywords: generator modela; k-srednjih vrijednosti; grupiranje; pouzdanost; kompozitni programi; usluga
• Keywords (english): model generator; k-means; clustering; reliability; composite applications; service
• Language: croatian
• URN:NBN: urn:nbn:hr:168:550702
• Study programme: Title: Computing; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2018-02-06 09:05:57