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面向医疗物联网的经济高效服务选择和执行以及区块链支持的无服务器网络。

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

机构信息

Research Lab of AI and Information Security, Benazir Bhutto Shaheed University Lyari, Karachi, Sindh Pakistan.

College of Computer Science and Artificial Intelligence, Wenzhou University, 325035, China.

出版信息

Math Biosci Eng. 2021 Aug 30;18(6):7344-7362. doi: 10.3934/mbe.2021363.

Abstract

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.

摘要

如今,物联网医疗 (IoMT) 网络上的医疗应用程序通过不同的传感器来处理不同的疾病。这些医疗传感器连接到各种医疗雾服务器。医院分布在不同的地理位置,为来自任何无处不在的网络的患者提供不同的服务。然而,由于数据完全卸载到不安全的服务器上,IoMT 网络中存在两个主要挑战。(i)不同雾医疗节点之间的工作流程医疗应用程序的数据安全性。(ii)IoMT 系统中医疗应用程序的成本效益和服务质量 (QoS) 高效调度。本文设计了用于物联网医疗系统的高效服务选择和执行以及基于区块链的无服务器网络。目标是根据 QoS 和最低执行成本选择具有成本效益的服务并调度所有任务。仿真结果表明,与现有的所有方案相比,该方案在物联网中数据安全性提高了 10%,应用程序执行成本降低了 33%。

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