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

Mathematical Biosciences and Engineering

Abdullah Lakhan¹  Mazhar Ali Dootio²  Muhammad Saddam Khokhar²  Ali Hassan Sodhro³  Sandeep Pirbhulal⁴  Tor Morten Groenli⁵  Lei Wang⁶ 

[1] 1. 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, China;1. Research Lab of AI and Information Security, Benazir Bhutto Shaheed University Lyari, Karachi, Sindh Pakistan;2. 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, China;4. 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, Norway;6. Kristiania University College, Department of Technology, Mobile Technology Lab;7. Shenzhen Institues of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518000, China;

关键词: serverless;    iomt;    workflow;    service selection;    cost-efficient scheduling;   

DOI  :  10.3934/mbe.2021363

来源: DOAJ

【 摘 要 】

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.

【 授权许可】

Unknown