Prilagodljivo usmjeravanje podataka u okolini Interneta stvari koja koristi sredstva na rubu mreže

master's thesis

• Title (english): Adaptive Data Routing in an Internet of Things Environment that Utilizes Edge Computing Resources
• Author: Valentin Jukanović
• Mentor: Ivana Podnar Žarko (mentor)
• Committee member: Ivana Podnar Žarko (predsjednik povjerenstva)
• Committee member: Mario Kušek (član povjerenstva)
• Committee member: Gordan Ježić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2023-09-15, Croatia

Abstract

U diplomskom radu je opisan problem ostvarivanja prilagodljivog usmjeravanja podataka unutar Kubernetesovog grozda u edge okruženju te je istaknuta važnost i potreba realiziranja ovakvog usmjeravanja. Kroz rad je opisano i rješenje (edge proxy) kojim je moguće ostvariti prilagodljivo usmjeravanje. Edge proxy djeluje kao reverse proxy koji prosljeđuje zahtjev na implementaciju usluge koja zadovoljava QoS-parametre postavljene od strane korisnika. Postojeća potencijalna rješenja su opisana i njihove mane su istaknute provođenjem eksperimenta za ocjenu njihovih performansi i performansi predloženog rješenja. Edge proxy je realiziran kao Docker image, a njegov izvorni kod je pisan u programskom jeziku Golang.

Abstract (english)

This master thesis describes the problem of achieving adaptive data routing within a Kubernetes cluster in an edge environment. The importance and necessity of implementing such routing mechanism are highlighted in this thesis as well. The thesis also proposes an original solution (edge proxy) that enables adaptive routing. The edge proxy acts as a reverse proxy that forwards the request to the service implementation that meets the QoS requirements set by the user. Potential existing solutions are also researched and described, and their fundamental flaws in achieving adaptive routing are identified through an experimental evaluation study. The developed edge proxy is packaged as a Docker image, and its source code is written in the Golang programming language.

• Keywords: Docker; Kubernetes; K3S; prilagodljivo usmjeravanje; edge; Golang; reverse proxy; Istio; Traefik; Calico
• Keywords (english): Docker; Kubernetes; K3S; adaptive routing; edge; Golang; reverse proxy; Istio; Traefik; Calico
• Language: croatian
• URN:NBN: urn:nbn:hr:168:059342
• 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: 2023-10-11 09:10:46