Fuzzy Systems-as-a-Service in Cloud Computing

DOI

10.2991/ijcis.d.190912.001How to use a DOI?

Keywords

Fuzzy system software; Cloud computing; Cloud platforms; Services deployment; Fuzzy model building

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.

Copyright

© 2019 The Authors. Published by Atlantis Press SARL.

Open Access

This is an open access article distributed under the CC BY-NC 4.0 license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - JOUR
AU  - Manuel Parra-Royon
AU  - José M. Benítez
PY  - 2019
DA  - 2019/10/07
TI  - Fuzzy Systems-as-a-Service in Cloud Computing
JO  - International Journal of Computational Intelligence Systems
SP  - 1162
EP  - 1172
VL  - 12
IS  - 2
SN  - 1875-6883
UR  - https://doi.org/10.2991/ijcis.d.190912.001
DO  - 10.2991/ijcis.d.190912.001
ID  - Parra-Royon2019
ER  -