Developing a cloud-based service-oriented architecture for fuzzy logic systems

Pandya, B., Pourabdollah, A. ORCID: 0000-0001-7737-1393, Lotfi, A. ORCID: 0000-0002-5139-6565 and Acampora, G. ORCID: 0000-0003-4082-5616, 2021. Developing a cloud-based service-oriented architecture for fuzzy logic systems. In: IEEE International Conference on Fuzzy Systems, Virtual, Luxembourg, 11-14 July 2021.

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Abstract

Fuzzy logic systems are customarily related to specific hardware or software systems. Nevertheless, it has been observed that distributed and cloud-based architectures of various intelligent systems are pouring intensifying attention. While the distributed architectures can potentially add values in developing fuzzy systems, a lack of standard methods and practices may limit their public use. This study aims to provide a standard solution for developing cloud-based service-oriented architectures for fuzzy logic systems, based on extending IEEE-1855 (2016) in the defining system and exchanging data. Experiments were performed employing simulation concerning collection, processing and monitoring of data in a distributed manner over the web. A real-time human activity recognition simulated scenario is also demonstrated through a cloud-based fuzzy system.

Item Type: Conference contribution
Creators: Pandya, B., Pourabdollah, A., Lotfi, A. and Acampora, G.
Date: July 2021
Identifiers:
NumberType
1448370Other
Divisions: Schools > School of Science and Technology
Record created by: Linda Sullivan
Date Added: 28 Jun 2021 14:22
Last Modified: 28 Jun 2021 14:22
Related URLs:
URI: http://irep.ntu.ac.uk/id/eprint/43270

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