Analiza tehnika optimizacije performanci pri razvoju skalabilnog informacijskog sustava

master's thesis

• Title (english): Analyzing performance optimisation techniques applicable in development of scalable information systems
• Author: Ivan Jeržabek
• Mentor: Vedran Mornar (mentor)
• Committee member: Vedran Mornar (predsjednik povjerenstva)
• Committee member: Nikica Hlupić (član povjerenstva)
• Committee member: Marina Bagić Babac (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2024-07-09, Croatia

Abstract

Razvoj suvremenih digitalnih proizvoda postavlja izazove ne samo s tehničkog aspekta, već i s organizacijskog stajališta. Zahtijeva temeljitu analizu problematične domene i pristup razvojnoj metodologiji prilagođenoj specifičnostima projekta. Ovaj rad elaborira osnovne koncepte vezane uz razvoj skalabilnih i suvremenih informacijskih sustava na proizvodnoj razini. Detaljno su opisani svi slojevi informacijskog sustava, ističući tehnike optimizacija. Proučene su metode za optimizaciju performansi i resursa na razini infrastrukture te unutar samog informacijskog okruženja. Kako bi se teorijski koncepti dodatno pojasnili i potvrdili, razvijena je pojednostavljena web aplikacija koja pruža uslugu internetske trgovine. Opisane su funkcionalnosti sustava s detaljima implementacije. Na kraju, predstavljeni su rezultati testiranja performansi skaliranja sustava.

Abstract (english)

The development of modern digital products poses challenges not only from a technical perspective but also from an organizational standpoint. It requires a thorough analysis of the problem domain and an approach to development methodology tailored to the specific circumstances of the project. This thesis elaborates on the fundamental concepts related to the development of scalable and modern production-level information systems. All layers of the information system are described in detail, emphasizing optimization techniques. Methods for optimizing performance and resource utilisation at the infrastructure level and within the information system environment itself are examined. To further elucidate and validate theoretical concepts, a simplified web application offering an e-commerce service has been developed. The system's functionalities are described along with implementation details. Finally, the results of performance testing for system scalability are presented.

• Keywords: Razvojni ciklus; Razvoj softvera; Skalabilnost; Infrastruktura; Web aplikacija; Performanse; Optimizacija; Memoizacija; Kontejnerizacija
• Keywords (english): Development life cycle; Software development; Scalability; Infrastructure; Web application; Performance; Optimization; Caching; Containerization
• Language: croatian
• URN:NBN: urn:nbn:hr:168:679213
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2024-10-12 20:56:52