Cost-efficient service selection and execution and blockchain-enabled serverless network for internet of medical things

These days, healthcare applications on the Internet of Medical Things (IoMT) network have been growing to deal with different diseases via different sensors. These healthcare sensors are connecting to the various healthcare fog servers. The hospitals are geographically distributed and offer differen...

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Autores principales:	Abdullah Lakhan, Mazhar Ali Dootio, Ali Hassan Sodhro, Sandeep Pirbhulal, Tor Morten Groenli, Muhammad Saddam Khokhar, Lei Wang
Formato:	article
Lenguaje:	EN
Publicado:	AIMS Press 2021
Materias:	serverless iomt workflow service selection cost-efficient scheduling Biotechnology TP248.13-248.65 Mathematics QA1-939
Acceso en línea:	https://doaj.org/article/d37bb982caf8427095b9678c5ba2e851
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id	oai:doaj.org-article:d37bb982caf8427095b9678c5ba2e851
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spelling	oai:doaj.org-article:d37bb982caf8427095b9678c5ba2e8512021-11-23T01:55:55ZCost-efficient service selection and execution and blockchain-enabled serverless network for internet of medical things10.3934/mbe.20213631551-0018https://doaj.org/article/d37bb982caf8427095b9678c5ba2e8512021-08-01T00:00:00Zhttps://www.aimspress.com/article/doi/10.3934/mbe.2021363?viewType=HTMLhttps://doaj.org/toc/1551-0018These days, healthcare applications on the Internet of Medical Things (IoMT) network have been growing to deal with different diseases via different sensors. These healthcare sensors are connecting to the various healthcare fog servers. The hospitals are geographically distributed and offer different services to the patients from any ubiquitous network. However, due to the full offloading of data to the insecure servers, two main challenges exist in the IoMT network. (i) Data security of workflows healthcare applications between different fog healthcare nodes. (ii) The cost-efficient and QoS efficient scheduling of healthcare applications in the IoMT system. This paper devises the Cost-Efficient Service Selection and Execution and Blockchain-Enabled Serverless Network for Internet of Medical Things system. The goal is to choose cost-efficient services and schedule all tasks based on their QoS and minimum execution cost. Simulation results show that the proposed outperform all existing schemes regarding data security, validation by 10%, and cost of application execution by 33% in IoMT.Abdullah LakhanMazhar Ali Dootio Ali Hassan SodhroSandeep PirbhulalTor Morten Groenli Muhammad Saddam KhokharLei WangAIMS Pressarticleserverlessiomtworkflowservice selectioncost-efficient schedulingBiotechnologyTP248.13-248.65MathematicsQA1-939ENMathematical Biosciences and Engineering, Vol 18, Iss 6, Pp 7344-7362 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	serverless iomt workflow service selection cost-efficient scheduling Biotechnology TP248.13-248.65 Mathematics QA1-939
spellingShingle	serverless iomt workflow service selection cost-efficient scheduling Biotechnology TP248.13-248.65 Mathematics QA1-939 Abdullah Lakhan Mazhar Ali Dootio Ali Hassan Sodhro Sandeep Pirbhulal Tor Morten Groenli Muhammad Saddam Khokhar Lei Wang Cost-efficient service selection and execution and blockchain-enabled serverless network for internet of medical things
description	These days, healthcare applications on the Internet of Medical Things (IoMT) network have been growing to deal with different diseases via different sensors. These healthcare sensors are connecting to the various healthcare fog servers. The hospitals are geographically distributed and offer different services to the patients from any ubiquitous network. However, due to the full offloading of data to the insecure servers, two main challenges exist in the IoMT network. (i) Data security of workflows healthcare applications between different fog healthcare nodes. (ii) The cost-efficient and QoS efficient scheduling of healthcare applications in the IoMT system. This paper devises the Cost-Efficient Service Selection and Execution and Blockchain-Enabled Serverless Network for Internet of Medical Things system. The goal is to choose cost-efficient services and schedule all tasks based on their QoS and minimum execution cost. Simulation results show that the proposed outperform all existing schemes regarding data security, validation by 10%, and cost of application execution by 33% in IoMT.
format	article
author	Abdullah Lakhan Mazhar Ali Dootio Ali Hassan Sodhro Sandeep Pirbhulal Tor Morten Groenli Muhammad Saddam Khokhar Lei Wang
author_facet	Abdullah Lakhan Mazhar Ali Dootio Ali Hassan Sodhro Sandeep Pirbhulal Tor Morten Groenli Muhammad Saddam Khokhar Lei Wang
author_sort	Abdullah Lakhan
title	Cost-efficient service selection and execution and blockchain-enabled serverless network for internet of medical things
title_short	Cost-efficient service selection and execution and blockchain-enabled serverless network for internet of medical things
title_full	Cost-efficient service selection and execution and blockchain-enabled serverless network for internet of medical things
title_fullStr	Cost-efficient service selection and execution and blockchain-enabled serverless network for internet of medical things
title_full_unstemmed	Cost-efficient service selection and execution and blockchain-enabled serverless network for internet of medical things
title_sort	cost-efficient service selection and execution and blockchain-enabled serverless network for internet of medical things
publisher	AIMS Press
publishDate	2021
url	https://doaj.org/article/d37bb982caf8427095b9678c5ba2e851
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Cost-efficient service selection and execution and blockchain-enabled serverless network for internet of medical things

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