Uravnoteženje opterećenja podatkovnog centra za praćenje lokacije pokretljivih objekata primjenom sustava Kubernetes

master's thesis

• Title (english): Kubernetes-Based Load Balancing of a Location Tracking Data Center
• Author: Petar Dragojević
• Mentor: Dejan Škvorc (mentor)
• Committee member: Dejan Škvorc (predsjednik povjerenstva)
• Committee member: Stjepan Groš (član povjerenstva)
• Committee member: Vlado Sruk (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2023-07-12, Croatia

Abstract

U ovom diplomskom radu istražena je primjenjivost sustava Kubernetes u rješavanju problema uravnoteženja opterećenja u podatkovnom centru za praćenje lokacije pokretljivih uređaja. Pokušale su se iskoristiti mogućnosti sustava Kubernetes kao što su uravnoteženje opterećenja i elastičnost. Ispitivanje je ukazalo na to da sam sustav Kubernetes nije bio dovoljan za rješavanje tog problema. Kako bi se nadomjestio taj nedostatak, u radu je implementiran Istio service mesh, koji je poslužio kao omotač oko sustava Kubernetes. Uz Istio service mesh, razvijena je i prateća aplikacija koja je omogućila komponenti Istio service mesh usmjeravanja podataka unutar mreže. Pokazalo se da sustav Kubernetes nije idealan za rješavanje ovog problema.

Abstract (english)

This thesis explores the applicability of the Kubernetes system in addressing load balancing issues in a data center for tracking the location of mobile devices. The capabilities of Kubernetes, such as load balancing and elasticity, were attempted to be leveraged. However, the investigation revealed that the Kubernetes system alone was insufficient to solve this problem. To overcome this limitation, the thesis introduces the implementation of Istio service mesh as a wrapper around the Kubernetes system. In conjunction with Istio service mesh, a supporting application was developed to assist in the data routing capabilities of Istio service mesh within the network. The findings demonstrated that Kubernetes alone is not an ideal solution for tackling this particular problem.

• Keywords: programski sustav Kubernets; uravnoteženje opterećenja; elastičnost; Istio service mesh; pokretljivi objekti
• Keywords (english): Kubernetes; load balancing; elasticity; Istio service mesh; mobile devices
• Language: croatian
• URN:NBN: urn:nbn:hr:168:893391
• 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 08:45:10