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A Step toward Next-Generation Advancements in the Internet of Things Technologies

The Internet of Things (IoT) devices generate a large amount of data over networks; therefore, the efficiency, complexity, interfaces, dynamics, robustness, and interaction need to be re-examined on a large scale. This phenomenon will lead to seamless network connectivity and the capability to provi...

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Detalles Bibliográficos
Autores principales: Amin, Farhan, Abbasi, Rashid, Mateen, Abdul, Ali Abid, Muhammad, Khan, Salabat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9609757/
https://www.ncbi.nlm.nih.gov/pubmed/36298422
http://dx.doi.org/10.3390/s22208072
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author Amin, Farhan
Abbasi, Rashid
Mateen, Abdul
Ali Abid, Muhammad
Khan, Salabat
author_facet Amin, Farhan
Abbasi, Rashid
Mateen, Abdul
Ali Abid, Muhammad
Khan, Salabat
author_sort Amin, Farhan
collection PubMed
description The Internet of Things (IoT) devices generate a large amount of data over networks; therefore, the efficiency, complexity, interfaces, dynamics, robustness, and interaction need to be re-examined on a large scale. This phenomenon will lead to seamless network connectivity and the capability to provide support for the IoT. The traditional IoT is not enough to provide support. Therefore, we designed this study to provide a systematic analysis of next-generation advancements in the IoT. We propose a systematic catalog that covers the most recent advances in the traditional IoT. An overview of the IoT from the perspectives of big data, data science, and network science disciplines and also connecting technologies is given. We highlight the conceptual view of the IoT, key concepts, growth, and most recent trends. We discuss and highlight the importance and the integration of big data, data science, and network science along with key applications such as artificial intelligence, machine learning, blockchain, federated learning, etc. Finally, we discuss various challenges and issues of IoT such as architecture, integration, data provenance, and important applications such as cloud and edge computing, etc. This article will provide aid to the readers and other researchers in an understanding of the IoT’s next-generation developments and tell how they apply to the real world.
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spelling pubmed-96097572022-10-28 A Step toward Next-Generation Advancements in the Internet of Things Technologies Amin, Farhan Abbasi, Rashid Mateen, Abdul Ali Abid, Muhammad Khan, Salabat Sensors (Basel) Review The Internet of Things (IoT) devices generate a large amount of data over networks; therefore, the efficiency, complexity, interfaces, dynamics, robustness, and interaction need to be re-examined on a large scale. This phenomenon will lead to seamless network connectivity and the capability to provide support for the IoT. The traditional IoT is not enough to provide support. Therefore, we designed this study to provide a systematic analysis of next-generation advancements in the IoT. We propose a systematic catalog that covers the most recent advances in the traditional IoT. An overview of the IoT from the perspectives of big data, data science, and network science disciplines and also connecting technologies is given. We highlight the conceptual view of the IoT, key concepts, growth, and most recent trends. We discuss and highlight the importance and the integration of big data, data science, and network science along with key applications such as artificial intelligence, machine learning, blockchain, federated learning, etc. Finally, we discuss various challenges and issues of IoT such as architecture, integration, data provenance, and important applications such as cloud and edge computing, etc. This article will provide aid to the readers and other researchers in an understanding of the IoT’s next-generation developments and tell how they apply to the real world. MDPI 2022-10-21 /pmc/articles/PMC9609757/ /pubmed/36298422 http://dx.doi.org/10.3390/s22208072 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Amin, Farhan
Abbasi, Rashid
Mateen, Abdul
Ali Abid, Muhammad
Khan, Salabat
A Step toward Next-Generation Advancements in the Internet of Things Technologies
title A Step toward Next-Generation Advancements in the Internet of Things Technologies
title_full A Step toward Next-Generation Advancements in the Internet of Things Technologies
title_fullStr A Step toward Next-Generation Advancements in the Internet of Things Technologies
title_full_unstemmed A Step toward Next-Generation Advancements in the Internet of Things Technologies
title_short A Step toward Next-Generation Advancements in the Internet of Things Technologies
title_sort step toward next-generation advancements in the internet of things technologies
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9609757/
https://www.ncbi.nlm.nih.gov/pubmed/36298422
http://dx.doi.org/10.3390/s22208072
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