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...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
AIMS Press
2021-08-01
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| Series: | Mathematical Biosciences and Engineering |
| Subjects: | |
| Online Access: | https://www.aimspress.com/article/doi/10.3934/mbe.2021363?viewType=HTML |
| _version_ | 1818930069893021696 |
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| 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 |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-12-20T03:54:50Z |
| format | Article |
| id | doaj.art-d37bb982caf8427095b9678c5ba2e851 |
| institution | Directory Open Access Journal |
| issn | 1551-0018 |
| language | English |
| last_indexed | 2024-12-20T03:54:50Z |
| publishDate | 2021-08-01 |
| publisher | AIMS Press |
| record_format | Article |
| series | Mathematical Biosciences and Engineering |
| spelling | doaj.art-d37bb982caf8427095b9678c5ba2e8512022-12-21T19:54:22ZengAIMS PressMathematical Biosciences and Engineering1551-00182021-08-011867344736210.3934/mbe.2021363Cost-efficient service selection and execution and blockchain-enabled serverless network for internet of medical thingsAbdullah Lakhan0Mazhar Ali Dootio 1Ali Hassan Sodhro2Sandeep Pirbhulal3Tor Morten Groenli 4Muhammad Saddam Khokhar5Lei Wang61. Research Lab of AI and Information Security, Benazir Bhutto Shaheed University Lyari, Karachi, Sindh Pakistan8. College of Computer Science and Artificial Intelligence, Wenzhou University, 325035, China1. Research Lab of AI and Information Security, Benazir Bhutto Shaheed University Lyari, Karachi, Sindh Pakistan2. Department of Computer and System Science, Mid Sweden University, Ostersund, Sweden 3. Department of Computer Science, Kristianstad University, SE-291 88 Kristianstad, Sweden7. Shenzhen Institues of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518000, China4. Department of Information Security and Communication Technology, Norwegian University of Science and Technology, Gjovik 2815, Norway 5. Norwegian Computing Center, P.O. Box 114, Blindern, Oslo 0314, Norway6. Kristiania University College, Department of Technology, Mobile Technology Lab1. Research Lab of AI and Information Security, Benazir Bhutto Shaheed University Lyari, Karachi, Sindh Pakistan7. Shenzhen Institues of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518000, ChinaThese 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.https://www.aimspress.com/article/doi/10.3934/mbe.2021363?viewType=HTMLserverlessiomtworkflowservice selectioncost-efficient scheduling |
| spellingShingle | 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 Mathematical Biosciences and Engineering serverless iomt workflow service selection cost-efficient scheduling |
| title | 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_short | 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 |
| topic | serverless iomt workflow service selection cost-efficient scheduling |
| url | https://www.aimspress.com/article/doi/10.3934/mbe.2021363?viewType=HTML |
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