Secure and failure hybrid delay enabled a lightweight RPC and SHDS schemes in Industry 4.0 aware IIoHT enabled fog computing

Abstract

<abstract><p>These days, the Industrial Internet of Healthcare Things (IIT) enabled applications have been growing progressively in practice. These applications are ubiquitous and run onto the different computing nodes for healthcare goals. The applications have these tasks such as online healthcare monitoring, live heartbeat streaming, and blood pressure monitoring and need a lot of resources for execution. In IIoHT, remote procedure call (RPC) mechanism-based applications have been widely designed with the network and computational delay constraints to run healthcare applications. However, there are many requirements of IIoHT applications such as security, network and computation, and failure efficient RPC with optimizing the quality of services of applications. In this study, the work devised the lightweight RPC mechanism for IIoHT applications and considered the hybrid constraints in the system. The study suggests the secure hybrid delay scheme (SHDS), which schedules all healthcare workloads under their deadlines. For the scheduling problem, the study formulated this problem based on linear integer programming, where all constraints are integer, as shown in the mathematical model. Simulation results show that the proposed SHDS scheme and lightweight RPC outperformed the hybrid for IIoHT applications and minimized 50% delays compared to existing RPC and their schemes.</p></abstract>

Potent Blockchain-Enabled Socket RPC Internet of Healthcare Things (IoHT) Framework for Medical Enterprises

“…These studies all designed their RPC, RMI, and CORBA-based clients and servers in the Java and C/C++ languages. Socket programming-based client-server and peer-to-peer healthcare applications based on remote networks and Bluetooth were designed in [7][8][9][10][11]. The goal was to offload the client data to the fog cloud for execution based on centralized CRC32 in the socket network.…”

“…There are many computing nodes and data transmission nodes involved in these architectures. Therefore, node-to-node validation of data has been missed in these architectures [10]. Blockchain is an emerging technology that offers node-to-node validation, immutable transaction transmission, and self-healing security processes for applications [11].…”

“…However, physical layer security suffered in these models when cyber-attacks were attempted on the different devices in the architecture. The RPC enabled the two-way security schemes that were suggested in [10][11][12][13]. The objective was to minimize the security risk at the network and physical layers in the architecture.…”

“…Novelty in the Work: All the existing studies designed the socket programmingenabled healthcare systems [1][2][3]7,9,10,12] presented in fog cloud networks. The goal was to run healthcare applications on the client and offload their workloads to the fog and cloud servers for executions.…”

Blockchain Socket Factories with RMI-Enabled Framework for Fine-Grained Healthcare Applications

“…One solution to this problem is that users can enhance the resources such as the battery, storage, and CPU inside mobile devices. However, this solution suffered from high processing and storage costs for mobile users [ 2 ]. Many solutions are suggested in the state-of-the-art to solve the resource-constraint issues of mobile devices.…”