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 …

[HTML][HTML] 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 …

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 …

Fuzzy cognitive maps tool for scenario analysis and pattern classification

G Nápoles, M Leon, I Grau… - 2017 IEEE 29th …, 2017 - ieeexplore.ieee.org
After 30 years of research, challenges and solutions, Fuzzy Cognitive Maps (FCMs) have
become a suitable knowledgebased methodology for modeling and simulation. This …

Evolutionary multilayered fuzzy cognitive maps: a hybrid system design to handle large-scale, complex, real-world problems

N Mateou, A Andreou… - 2006 2nd International …, 2006 - ieeexplore.ieee.org
This paper proposes an extension to multilayered fuzzy cognitive maps (ML-FCMs) and
introduces a new methodology based on ML-FCMs aiming at enhancing their capabilities for …

An agile FCM for real-time modeling of dynamic and real-life systems

O Motlagh, Z Jamaludin, SH Tang, W Khaksar - Evolving Systems, 2015 - Springer
Fuzzy cognitive map (FCM) is a well-established model of control and decision making
based on neural network and fuzzy logic methodologies. It also serves as a powerful …