Adopting microservice architecture: A decision support model based on genetically evolved multi-layer FCM

A Christoforou, AS Andreou, M Garriga, L Baresi - Applied Soft Computing, 2022 - Elsevier
Microservice architectures foster the development of applications as suites of small,
autonomous and conversational services, which are then easy to understand, deploy and …

Supporting the decision of migrating to microservices through multi-layer fuzzy cognitive maps

A Christoforou, M Garriga, AS Andreou… - … -Oriented Computing: 15th …, 2017 - Springer
Microservices architectures are gaining momentum for the development of applications as
suites of small, autonomous, and conversational services, which are then easy to …

On microservice analysis and architecture evolution: A systematic mapping study

V Bushong, AS Abdelfattah, AA Maruf, D Das… - Applied Sciences, 2021 - mdpi.com
Microservice architecture has become the leading design for cloud-native systems. The
highly decentralized approach to software development consists of relatively independent …

Anamorphosis of fuzzy cognitive maps for operation in ambiguous and multi-stimulus real world environments

DE Koulouriotis, IE Diakoulakis… - 10th IEEE international …, 2001 - ieeexplore.ieee.org
FCMs were presented in the middle eighties and extended through studies, which enhanced
the basic principles and proposed domains of successful application. The special scientific …

PRV-FCM: An extension of fuzzy cognitive maps for prescriptive modeling

W Hoyos, J Aguilar, M Toro - Expert Systems with Applications, 2023 - Elsevier
In this paper, we present a methodology based on fuzzy cognitive maps (FCMs) and
metaheuristic algorithms to generate prescriptive models, called PRescriptiVe FCM (PRV …

FCM expert: software tool for scenario analysis and pattern classification based on fuzzy cognitive maps

G Nápoles, ML Espinosa, I Grau… - International Journal on …, 2018 - World Scientific
Fuzzy Cognitive Maps (FCMs) have become a suitable and proven knowledge-based
methodology for systems modeling and simulation. This technique is especially attractive …

Towards a microservices-based product line with multi-objective evolutionary algorithms

WDF Mendonça, WKG Assunção… - 2020 IEEE Congress …, 2020 - ieeexplore.ieee.org
Microservices are small and independently deployable services. They can be developed on
different platforms and communicate via lightweight protocols, what makes them highly …

Evolving the network operator's business model in an OTT environment using Fuzzy Cognitive Maps

SW Ross, LD Erasmus - … '13: Technology Management in the IT …, 2013 - ieeexplore.ieee.org
The growth in mobile broadband technologies coupled with increasing smartphone
penetration, that has placed intelligence at the network's edge, has enabled over-the-top …

[图书][B] Fuzzy cognitive maps for applied sciences and engineering: from fundamentals to extensions and learning algorithms

EI Papageorgiou - 2013 - books.google.com
Fuzzy Cognitive Maps (FCM) constitute cognitive models in the form of fuzzy directed graphs
consisting of two basic elements: the nodes, which basically correspond to “concepts” …

High-performance computing-enabled probabilistic framework for migration from monolithic to microservices architecture using genetic algorithms

A Alshammari, A Almadhor, SN Qasem, JH Alkhateeb… - Soft Computing, 2023 - Springer
In the wake of advancements in big data, cloud computing, and the Internet of things,
software functionalities are constantly evolving to cater to a diverse and growing set of user …