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A multi-attribute approach for release time and reliability trend analysis of a software

机译:用于软件发布时间和可靠性趋势分析的多属性方法

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摘要

In a Software Development Life Cycle the testing phase is given a lot of importance. But testing cannot be done indefinitely due to many reasons ranging from marketing considerations to increase in cost. Hence it is pertinent to find the optimal release time during testing phase. Firms routinely face the challenging decision of when to stop testing and release the product in the market. It has been observed that the pace of introduction of new software is much higher in recent years in comparison to any time in the past. Thus to get the competitive edge it is critical to know about the optimal entry time. Too late an entry is likely to lead to significant loss of opportunity. On the other hand early introduction of a product might hinder its growth due to lack of receptiveness of users towards new technology. Many release time problems with optimization criteria like cost minimization, reliability maximization and budgetary constraints etc. have been discussed in the literature. The release time problem discussed in this paper depends on the combined effect of cost and the Failure Intensity function; therefore we formulated an optimal release planning problem based on multi-attribute utility theory. A numerical illustration is provided towards the end of the paper. Furthermore, a trend line for the reliability of software has also been plotted to show the behaviour of reliability.
机译:在软件开发生命周期中,测试阶段非常重要。但是由于从营销考虑到成本增加等诸多原因,无法无限期地进行测试。因此,有必要在测试阶段找到最佳释放时间。公司通常面临何时停止测试并在市场上发布产品的挑战性决定。已经观察到,与过去的任何时间相比,近年来引入新软件的步伐要快得多。因此,要获得竞争优势,了解最佳进入时间至关重要。太晚进入可能会导致机会的大量损失。另一方面,由于缺乏用户对新技术的接受度,产品的早期推出可能会阻碍其发展。文献中已经讨论了许多具有优化标准的发布时间问题,例如成本最小化,可靠性最大化和预算约束等。本文讨论的发布时间问题取决于成本和故障强度函数的综合影响。因此,我们基于多属性效用理论制定了最优发行计划问题。本文末尾提供了一个数字图示。此外,还绘制了软件可靠性趋势线以显示可靠性行为。

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