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Energy Efficient Consensus Approach of Blockchain for IoT Networks with Edge Computing

Blockchain technology is gaining a lot of attention in various fields, such as intellectual property, finance, smart agriculture, etc. The security features of blockchain have been widely used, integrated with artificial intelligence, Internet of Things (IoT), software defined networks (SDN), etc. T...

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Autores principales: Wadhwa, Shivani, Rani, Shalli, , Kavita, Verma, Sahil, Shafi, Jana, Wozniak, Marcin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9147960/
https://www.ncbi.nlm.nih.gov/pubmed/35632142
http://dx.doi.org/10.3390/s22103733
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author Wadhwa, Shivani
Rani, Shalli
, Kavita
Verma, Sahil
Shafi, Jana
Wozniak, Marcin
author_facet Wadhwa, Shivani
Rani, Shalli
, Kavita
Verma, Sahil
Shafi, Jana
Wozniak, Marcin
author_sort Wadhwa, Shivani
collection PubMed
description Blockchain technology is gaining a lot of attention in various fields, such as intellectual property, finance, smart agriculture, etc. The security features of blockchain have been widely used, integrated with artificial intelligence, Internet of Things (IoT), software defined networks (SDN), etc. The consensus mechanism of blockchain is its core and ultimately affects the performance of the blockchain. In the past few years, many consensus algorithms, such as proof of work (PoW), ripple, proof of stake (PoS), practical byzantine fault tolerance (PBFT), etc., have been designed to improve the performance of the blockchain. However, the high energy requirement, memory utilization, and processing time do not match with our actual desires. This paper proposes the consensus approach on the basis of PoW, where a single miner is selected for mining the task. The mining task is offloaded to the edge networking. The miner is selected on the basis of the digitization of the specifications of the respective machines. The proposed model makes the consensus approach more energy efficient, utilizes less memory, and less processing time. The improvement in energy consumption is approximately 21% and memory utilization is 24%. Efficiency in the block generation rate at the fixed time intervals of 20 min, 40 min, and 60 min was observed.
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spelling pubmed-91479602022-05-29 Energy Efficient Consensus Approach of Blockchain for IoT Networks with Edge Computing Wadhwa, Shivani Rani, Shalli , Kavita Verma, Sahil Shafi, Jana Wozniak, Marcin Sensors (Basel) Article Blockchain technology is gaining a lot of attention in various fields, such as intellectual property, finance, smart agriculture, etc. The security features of blockchain have been widely used, integrated with artificial intelligence, Internet of Things (IoT), software defined networks (SDN), etc. The consensus mechanism of blockchain is its core and ultimately affects the performance of the blockchain. In the past few years, many consensus algorithms, such as proof of work (PoW), ripple, proof of stake (PoS), practical byzantine fault tolerance (PBFT), etc., have been designed to improve the performance of the blockchain. However, the high energy requirement, memory utilization, and processing time do not match with our actual desires. This paper proposes the consensus approach on the basis of PoW, where a single miner is selected for mining the task. The mining task is offloaded to the edge networking. The miner is selected on the basis of the digitization of the specifications of the respective machines. The proposed model makes the consensus approach more energy efficient, utilizes less memory, and less processing time. The improvement in energy consumption is approximately 21% and memory utilization is 24%. Efficiency in the block generation rate at the fixed time intervals of 20 min, 40 min, and 60 min was observed. MDPI 2022-05-13 /pmc/articles/PMC9147960/ /pubmed/35632142 http://dx.doi.org/10.3390/s22103733 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 Article
Wadhwa, Shivani
Rani, Shalli
, Kavita
Verma, Sahil
Shafi, Jana
Wozniak, Marcin
Energy Efficient Consensus Approach of Blockchain for IoT Networks with Edge Computing
title Energy Efficient Consensus Approach of Blockchain for IoT Networks with Edge Computing
title_full Energy Efficient Consensus Approach of Blockchain for IoT Networks with Edge Computing
title_fullStr Energy Efficient Consensus Approach of Blockchain for IoT Networks with Edge Computing
title_full_unstemmed Energy Efficient Consensus Approach of Blockchain for IoT Networks with Edge Computing
title_short Energy Efficient Consensus Approach of Blockchain for IoT Networks with Edge Computing
title_sort energy efficient consensus approach of blockchain for iot networks with edge computing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9147960/
https://www.ncbi.nlm.nih.gov/pubmed/35632142
http://dx.doi.org/10.3390/s22103733
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