20.500.12556/DKUM-93661 REST, gRPC, Kafka in AMQP: eksperimentalna primerjava komunikacijskih protokolov in platform v porazdeljenih arhitekturah magistrsko delo REST, gRPC, Kafka and AMQP: an experimental comparison of communication protocols and platforms in distributed architectures 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. 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. mikrostoritvene arhitekture komunikacijski protokoli in platform modeli sporočanja REST gRPC Kafka AMQP microservices architectures communication protocols and platforms communication models REST gRPC Kafka AMQP true true false [N. Simjanoska] Slovenski jezik Angleški jezik Magistrsko delo/naloga 2025-07-10 14:00:48 2025-08-13 12:46:03 2025-08-19 03:19:13 0000-00-00 00:00:00 2025 0 Maribor 0 Maribor 1 spletni vir (1 datoteka PDF (XV, 90 str.)) 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.77(043.2) 245828611 MAG_Simjanoska_Nikolina_2025.pdf MAG_Simjanoska_Nikolina_2025.pdf 1 D4AB3233091BE4B29AE9E2F3DF6616EC 76e72de41044333f47efaa81ac6c168a5bb0322800322b7a07b28d5b076360f3 8b9db1ae-6319-11f0-9944-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=193735 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0