A modern, event-based architecture for distributed evolutionary algorithms
Mario García-Valdéz, Juan Julián Merelo · Proceedings of the Genetic and Evolutionary Computation Conference Companion · 2018
In this paper we introduce KafkEO, a cloud native evolutionary algorithms framework that is prepared to work with population-based metaheuristics by using micro-populations and stateless services as the main building blocks; KafkEO is an attempt to map the traditional evolutionary algorithm to this new cloud-native format.