Fuzzy Systems-as-a-Service in Cloud Computing
Metadata
Show full item recordEditorial
Atlantis Press
Materia
Fuzzy system software Cloud computing Cloud platforms Services deployment Fuzzy model building
Date
2019Referencia bibliográfica
Parra-Royon, M., & Benítez, J. M. (2019). Fuzzy Systems-as-a-Service in Cloud Computing. International Journal of Computational Intelligence Systems, 12(2), 1162-1172.
Sponsorship
This work was supported by the Research Projects P12-TIC-2958 and TIN2016-81113-R (Ministry of Economy, Industry and Competitiveness - Government of Spain).Abstract
Fuzzy systems have become widely accepted and applied in a host of domains such as control, electronics or mechanics. The
software for construction of these systems has traditionally been exploited from tools, platforms and languages run on-premise
computing infrastructure. On the other hand, rise and ubiquity of the cloud computing model has brought a revolutionary way
for computing services deployment. The boost of cloud services is leading towards increasingly specific service offering just
as data mining and machine learning service. Unfortunately, so far, no definition for fuzzy system as service is available. This
paper identifies this opportunity and focus on developing a proposal for fuzzy system-as-a-service definition. To achieve this, the
proposal pursues three objectives: the complete description of cloud services for fuzzy systems using semantic technology, the
composition of services and the exploitation of the model in cloud platforms for integration with other services. As an illustrative
case, a real-world problem is addressed with the proposed specification.