Reliability and availability of IoT devices in resource constrained environments

IF 2.7 Q2 MANAGEMENT
V. Tambe, G. Bansod, S. Khurana, Shardul Khandekar
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引用次数: 2

Abstract

PurposeThe purpose of this study is to test the Internet of things (IoT) devices with respect to reliability and quality.Design/methodology/approachIn this paper, the authors have presented the analysis on design metrics such as perception, communication and computation layers for a constrained environment. In this paper, based on their literature survey, the authors have also presented a study that shows multipath routing is more efficient than single-path, and the retransmission mechanism is not preferable in an IoT environment.FindingsThis paper discusses the reliability of various layers of IoT subject methodologies used in those layers. The authors ran performance tests on Arduino nano and raspberry pi using the AES-128 algorithm. It was empirically determined that the time required to process a message increases exponentially and is more than what benchmark time estimates as the message size is increased. From these results, the authors can accurately determine the optimal size of the message that can be processed by an IoT system employing controllers, which are running 8-bit or 64-bit architectures.Originality/valueThe authors have tested the performance of standard security algorithms on different computational architectures and discuss the implications of the results. Empirical results demonstrate that encryption and decryption times increase nonlinearly rather than linearly as message size increases.
资源受限环境下物联网设备的可靠性和可用性
本研究的目的是测试物联网(IoT)设备的可靠性和质量。设计/方法论/方法在本文中,作者提出了对受限环境的设计度量的分析,如感知、通信和计算层。在本文中,基于他们的文献调查,作者还提出了一项研究,表明多路径路由比单路径路由更有效,并且在物联网环境中重传机制并不可取。本文讨论了在这些层中使用的物联网主题方法的各个层的可靠性。作者使用AES-128算法在Arduino nano和raspberry pi上进行了性能测试。根据经验确定,随着消息大小的增加,处理消息所需的时间呈指数增长,并且超过基准时间的估计。从这些结果中,作者可以准确地确定使用控制器的物联网系统可以处理的消息的最佳大小,这些控制器运行8位或64位架构。原创性/价值作者测试了标准安全算法在不同计算架构上的性能,并讨论了结果的含义。实证结果表明,加密和解密次数随着消息大小的增加呈非线性增长,而不是线性增长。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.60
自引率
12.00%
发文量
53
期刊介绍: In today''s competitive business and industrial environment, it is essential to have an academic journal offering the most current theoretical knowledge on quality and reliability to ensure that top management is fully conversant with new thinking, techniques and developments in the field. The International Journal of Quality & Reliability Management (IJQRM) deals with all aspects of business improvements and with all aspects of manufacturing and services, from the training of (senior) managers, to innovations in organising and processing to raise standards of product and service quality. It is this unique blend of theoretical knowledge and managerial relevance that makes IJQRM a valuable resource for managers striving for higher standards.Coverage includes: -Reliability, availability & maintenance -Gauging, calibration & measurement -Life cycle costing & sustainability -Reliability Management of Systems -Service Quality -Green Marketing -Product liability -Product testing techniques & systems -Quality function deployment -Reliability & quality education & training -Productivity improvement -Performance improvement -(Regulatory) standards for quality & Quality Awards -Statistical process control -System modelling -Teamwork -Quality data & datamining
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