Hardware failure and cost analysis of information technology products

Aycan Turan, B. Metin, Asli Sencer
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引用次数: 1

Abstract

Information technology is one of the most risky investment areas for all companies from different sectors. Lack of administrative information, risk of high failure rates are the most common factors that affect decision makers negatively regarding IT projects. Such unforeseen costs may increase total cost of ownership as compared to its initial estimation. Hence analyzing product life cycle and estimating total costs more accurately according to failure rates can decrease uncertainty and helps firms to make better decisions. This paper examines the relationship between time and failure rate of high-end IT products currently in use by industry. In line with the theoretical approach suggested in the literature, an implementation is made by empirical data and future failure rate is predicted by using Weibull distribution. Accuracy and precision results are compared with the existing studies. As a next step, a model is proposed to estimate the maintenance costs.
信息技术产品的硬件故障与成本分析
对于各行各业的公司来说,信息技术是风险最大的投资领域之一。缺乏管理信息、高故障率的风险是影响IT项目决策者的最常见因素。与最初的估计相比,这些不可预见的成本可能会增加总拥有成本。因此,分析产品生命周期,根据故障率更准确地估计总成本,可以减少不确定性,帮助企业做出更好的决策。本文考察了目前行业中使用的高端IT产品的时间与故障率之间的关系。根据文献提出的理论方法,通过经验数据实现,并利用威布尔分布预测未来故障率。并与已有的研究结果进行了准确度和精密度的比较。下一步,提出了一个估算维护成本的模型。
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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