Model predviđanja prekida rada kod računarstva u oblaku

master's thesis

• Title (english): Predictive Model of Failures in Cloud Computing
• Author: Marija Mijić
• Mentor: Vedran Podobnik (mentor)
• Committee member: Vedran Podobnik (predsjednik povjerenstva)
• Committee member: Željka Car (član povjerenstva)
• Committee member: Ognjen Dobrijević (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2014-09-16, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Electrical Engineering

Abstract

Ovaj rad se sastoji od dva dijela. Prvi dio rada predstavlja novi model evaluacije pružatelja usluga računarstva u oblaku. Prvo poglavlje sadrži pregled terminologije računarstva u oblaku, drugo poglavlje predstavlja statistike dostupnosti nekih od najvećih pružatelja usluga. Treće poglavlje definira dostupnost pružatelja usluga računarstva u oblaku te zadnje poglavlje prvog dijela opisuje model stvarnovremenskog praćenja dostupnosti pružatelja usluga.
Drugi dio rada sadrži rezultate modela predviđanja prekida rada koji se temelji na eksperimentalnoj analizi iskorištenja procesora. Analiza uključuje stress-testiranje četiri virtualne mašine nekih od najvećih pružatelja usluga računarstva u oblaku.

Abstract (english)

This work consists of two parts. The first part presents a new model of evaluation of the cloud computing providers based on the availability. The first chapter is a review of basic cloud terminology, the second presents the statistics of the current cloud solutions. The next chapter defines availability of the cloud computing provider and the last chapter of the first part describes the model of real-time availability tracking.
The second part of the Thesis shows the results of experimental failure prediction model based on the usage of Central Processing Unit. The testing includes stress testing four machines of some of the biggest cloud computing providers.

• Keywords: računarstvo u oblaku; evaluacija; dostupnost; predviđanje prekida rada
• Keywords (english): cloud computing; evaluation; availability; failure prediction
• Language: english
• URN:NBN: urn:nbn:hr:168:013432
• Study programme: Title: Information and Communication Technology; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka informacijske i komunikacijske tehnologije (magistar/magistra inženjer/inženjerka informacijske i komunikacijske tehnologije)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2019-03-19 14:01:25