Subject: microservice, genetic algorithm, Spring Boot, Spring Cloud
Year: 2018
Type: Proceedings
Title: Microservice based architecture for the genetic algorithm
Author: Stevanoska, Evgenija
Author: Spirovski, Kristijan
Author: Petkovski, Goran
Author: Jakimovski, Boro
Author: Velinov, Goran
Abstract: Microservice architecture is becoming more popular and more frequently used, mainly because of its numerous advantages over monolith approach. Namely, the developed systems nowadays need more agile distribution of the processing power, and due to their size, a way to deploy, maintain and test individual components separately. Each algorithm/software composed of individual and independently executable parts that do not share many parameters are good candidates for a solution based on a microservice architecture. This paper presents a microservice approach when building an architecture for the genetic algorithm. We identified eight independent parts of the genetic algorithm, and each one is represented as a microservice. This design leads to a solution that has low coupling and high cohesion. The advantages of this approach include distributing the computations on more physical locations, and furthermore, scaling only the parts of the system which require more performance (which means need large processing power or are frequently executed).
Publisher:
Relation: The 15th International Conference for Informatics and Information Technology (CIIT 2018)
Identifier: oai:repository.ukim.mk:20.500.12188/23283
Identifier: http://hdl.handle.net/20.500.12188/23283
