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Title:REST, gRPC, Kafka in AMQP: eksperimentalna primerjava komunikacijskih protokolov in platform v porazdeljenih arhitekturah : magistrsko delo
Authors:ID Simjanoska, Nikolina (Author)
ID Šumak, Boštjan (Mentor) More about this mentor... New window
Files:.pdf MAG_Simjanoska_Nikolina_2025.pdf (3,16 MB)
MD5: D4AB3233091BE4B29AE9E2F3DF6616EC
 
Language:Slovenian
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:Mikrostoritvene arhitekture predstavljajo ključen pristop k razvoju sodobnih programskih rešitev, saj omogočajo večjo agilnost, razširljivost in odpornost. Pomemben vpliv na delovanje teh sistemov imajo komunikacijski protokoli in platforme, kot so REST, gRPC, Kafka in AMQP. Magistrsko delo analizira njihove razlike glede učinkovitosti, zmogljivosti, kompleksnosti in zanesljivosti. Eksperimentalni pristop z uporabo obremenitvenih in kaos testov je pokazal, da sta pristopa REST in gRPC enostavnejša za implementacijo, vendar manj odporna, medtem ko pristopa Kafka in AMQP dosegata boljše rezultate, a ob večji arhitekturni zahtevnosti. Delo prispeva k boljšemu razumevanju prednosti, slabosti in posledic izbire različnih komunikacijskih pristopov v mikrostoritvenih arhitekturah.
Keywords:mikrostoritvene arhitekture, komunikacijski protokoli in platform, modeli sporočanja, REST, gRPC, Kafka, AMQP
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[N. Simjanoska]
Year of publishing:2025
Number of pages:1 spletni vir (1 datoteka PDF (XV, 90 str.))
PID:20.500.12556/DKUM-93661 New window
UDC:004.77(043.2)
COBISS.SI-ID:245828611 New window
Publication date in DKUM:13.08.2025
Views:187
Downloads:58
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
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Licences

License:CC BY-ND 4.0, Creative Commons Attribution-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nd/4.0/
Description:Under the NoDerivatives Creative Commons license one can take a work released under this license and re-distribute it, but it cannot be shared with others in adapted form, and credit must be provided to the author.
Licensing start date:10.07.2025

Secondary language

Language:English
Title:REST, gRPC, Kafka and AMQP: an experimental comparison of communication protocols and platforms in distributed architectures
Abstract:Microservices architecture represents a key approach in the development of modern software solutions, as it enables greater agility, scalability, and resilience. Communication protocols and platforms such as REST, gRPC, Kafka, and AMQP play a significant role in the functioning of these systems. This master's thesis examines their differences in terms of efficiency, performance, complexity, and reliability. An experimental approach using load testing and chaos engineering revealed that REST and gRPC are easier to implement but less resilient, while Kafka and AMQP achieve better results under stress, albeit with higher architectural complexity. The work contributes to a better understanding of the advantages, disadvantages, and implications of choosing different communication approaches in microservices architecture.
Keywords:microservices architectures, communication protocols and platforms, communication models, REST, gRPC, Kafka, AMQP


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