Techniques in reliability of internet of things (IoT)
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Date
2025-03-11
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Advisor
Coadvisor
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Volume Title
Publisher
Elsevier
Language
English
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Abstract
The Internet of Things (IoT) has rapidly transformed the way we interact with technology, connecting numerous smart devices to the internet. However, with the proliferation of IoT applications, ensuring the reliability of these interconnected systems has become a critical concern. The current paper presents the reliability of IoT systems achieved through a combination of fault tolerance, robust communication protocols, data integrity, predictive maintenance, energy efficiency, and comprehensive testing. By adopting these techniques, IoT deployments can ensure dependable and resilient operations, fostering the growth and adoption of IoT technologies across diverse industries. This abstract highlights various techniques employed to enhance the reliability of IoT systems. Fault tolerance plays a crucial role in increasing IoT system reliability. Redundancy techniques such as replication and backup are applied to ensure continued functionality in the event of device failures. Additionally, fault detection and self-healing mechanisms are integrated into IoT devices, allowing them to identify and correct errors autonomously. Robust communication protocols are essential to maintain reliable connections among IoT devices. These protocols should be designed to handle intermittent network connectivity, reduce latency, and ensure secure data transmission. Solutions like message queuing telemetry transport (MQTT) and Constrained Application Protocol (CoAP) are commonly used for their lightweight and efficient communication properties. Data integrity and security are paramount in IoT applications. Various cryptographic techniques, like asymmetric encryption and digital signatures, are implemented to safeguard data and prevent unauthorized access. Moreover, regular security audits and updates are necessary to address emerging threats and vulnerabilities. Predictive maintenance is a valuable technique for enhancing IoT device reliability. By utilizing sensors and analytics, IoT systems can monitor the status of all linked devices in real-time, allowing for preventative maintenance to be performed before any malfunctions develop. Battery-operated Internet of Things devices benefit greatly from energy-efficient design. Strategies for reducing energy consumption and maximizing performance include using low-power hardware design, optimizing data transfer, and entering a sleep state. Rigorous testing and simulation environments are essential for assessing IoT system reliability. Robust testing helps identify and rectify potential issues before deployment, reducing the risk of system failures in real-world scenarios in the IoT system which increases the efficiency and reliability of IoT designs and Networks.
Keywords
Reliability, Internet of things, Network reliability, Fault tree, CHISS
Document Type
Conference paper
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Publisher Version
Citation
Singh, K., Yadav, M., Singh, Y., & Moreira, F. (2025). Techniques in reliability of internet of things (IoT). In R. Martinho, M. M. C. Cunha, & R. Rijo (Eds.), CENTERIS - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist - International Conference on Health and Social Care Information Systems and Technologies. Procedia Computer Science, 256(special issue), 55-62. https://doi.org/10.1016/j.procs.2025.02.095. Repositório Institucional UPT. https://hdl.handle.net/11328/6213
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Access Type
Open Access