An Intelligent Algorithm for Resource Sharing and Self-Management of Wireless-IoT-Gateway
Internet of Things (IoT) is rapidly gaining momentum in the scenario of telecommunications. Conventional networks allow for interactivity and data exchange, but these networks have not been designed for the new features and functions of IoT devices. In this paper, an algorithm is proposed to share c...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2020-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8936406/ |
| _version_ | 1818875656679718912 |
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| author | Pedro Luis Gonzalez Ramirez Miran Taha Jaime Lloret Jesus Tomas |
| author_facet | Pedro Luis Gonzalez Ramirez Miran Taha Jaime Lloret Jesus Tomas |
| author_sort | Pedro Luis Gonzalez Ramirez |
| collection | DOAJ |
| description | Internet of Things (IoT) is rapidly gaining momentum in the scenario of telecommunications. Conventional networks allow for interactivity and data exchange, but these networks have not been designed for the new features and functions of IoT devices. In this paper, an algorithm is proposed to share common recourse among Things, that is, between different types of smart appliances. This proposal is based on an IoT network with centralized management architecture, controlled by an Artificial Intelligence (AI). The AI controller uses an algorithm which based on machine learning techniques, collecting information on the network through an information protocol. Every smart thing that connects to the network is announces through a protocol message called Function and Service Discovery Protocol (DFSP) over the queued message telemetry transport protocol (MQTT). The proposed algorithm is responsible for discovering and allocating resources in the networks. As a result, using our proposed algorithm in communication system provides the outperform efficiency and availability than that used in conventional communication systems for the integrate IoT devices. |
| first_indexed | 2024-12-19T13:29:58Z |
| format | Article |
| id | doaj.art-29c99c90f0364a74ba03c7c7d040b7dc |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-19T13:29:58Z |
| publishDate | 2020-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-29c99c90f0364a74ba03c7c7d040b7dc2022-12-21T20:19:26ZengIEEEIEEE Access2169-35362020-01-0183159317010.1109/ACCESS.2019.29605088936406An Intelligent Algorithm for Resource Sharing and Self-Management of Wireless-IoT-GatewayPedro Luis Gonzalez Ramirez0https://orcid.org/0000-0001-7051-3803Miran Taha1https://orcid.org/0000-0002-3501-6999Jaime Lloret2https://orcid.org/0000-0002-0862-0533Jesus Tomas3https://orcid.org/0000-0002-0358-0325Departamento de Ingeniería Electrónica, Universidad Central, Bogotá, ColombiaDepartment of Computer Science, University of Sulaymaniyah, Sulaymaniyah, IraqInstituto de Investigación para la Gestión Integrada de zonas Costeras, Universitat Politècnica de València, Valencia, SpainInstituto de Investigación para la Gestión Integrada de zonas Costeras, Universitat Politècnica de València, Valencia, SpainInternet of Things (IoT) is rapidly gaining momentum in the scenario of telecommunications. Conventional networks allow for interactivity and data exchange, but these networks have not been designed for the new features and functions of IoT devices. In this paper, an algorithm is proposed to share common recourse among Things, that is, between different types of smart appliances. This proposal is based on an IoT network with centralized management architecture, controlled by an Artificial Intelligence (AI). The AI controller uses an algorithm which based on machine learning techniques, collecting information on the network through an information protocol. Every smart thing that connects to the network is announces through a protocol message called Function and Service Discovery Protocol (DFSP) over the queued message telemetry transport protocol (MQTT). The proposed algorithm is responsible for discovering and allocating resources in the networks. As a result, using our proposed algorithm in communication system provides the outperform efficiency and availability than that used in conventional communication systems for the integrate IoT devices.https://ieeexplore.ieee.org/document/8936406/Internet of Thingsartificial intelligenceresources sharingIoT gatewaycollaborative groupsarchitecture with centralized management |
| spellingShingle | Pedro Luis Gonzalez Ramirez Miran Taha Jaime Lloret Jesus Tomas An Intelligent Algorithm for Resource Sharing and Self-Management of Wireless-IoT-Gateway IEEE Access Internet of Things artificial intelligence resources sharing IoT gateway collaborative groups architecture with centralized management |
| title | An Intelligent Algorithm for Resource Sharing and Self-Management of Wireless-IoT-Gateway |
| title_full | An Intelligent Algorithm for Resource Sharing and Self-Management of Wireless-IoT-Gateway |
| title_fullStr | An Intelligent Algorithm for Resource Sharing and Self-Management of Wireless-IoT-Gateway |
| title_full_unstemmed | An Intelligent Algorithm for Resource Sharing and Self-Management of Wireless-IoT-Gateway |
| title_short | An Intelligent Algorithm for Resource Sharing and Self-Management of Wireless-IoT-Gateway |
| title_sort | intelligent algorithm for resource sharing and self management of wireless iot gateway |
| topic | Internet of Things artificial intelligence resources sharing IoT gateway collaborative groups architecture with centralized management |
| url | https://ieeexplore.ieee.org/document/8936406/ |
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