Low-code experimentation on software products

S. Gottschalk, Rakshit Bhat, Nils Weidmann, Jonas Kirchhoff, G. Engels
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引用次数: 1

Abstract

The continuous development of software products can be supported by systematically testing different software variants with the users. During this so-called continuous experimentation, different variants are presented to dedicated user groups, and the results are compared to determine the better-performing one. However, the product owner often defines those experiments while the software developers do their implementation. This, in turn, results in additional communication and synchronization effort. To bridge the gap between the definition and implementation of experiments, we provide a solution based on low-code development. Low-code development, in turn, allows the development of software products by non-developers using a graphical user interface (GUI). Within our solution, the product owner can model the experiments, product variants, and user groups within a GUI. Code wrappers are generated from those models, which the software developers can modify. Last, those variants are executed by different users, and the results are visualized for the product owner. This workshop paper shows the technical feasibility based on a streaming application.
软件产品的低代码实验
通过与用户系统地测试不同的软件变体,可以支持软件产品的持续开发。在这种所谓的连续实验中,将不同的变体呈现给专门的用户组,并比较结果以确定性能更好的变体。然而,当软件开发人员执行实验时,产品所有者经常定义这些实验。这反过来又会导致额外的通信和同步工作。为了弥合实验的定义和实现之间的差距,我们提供了一个基于低代码开发的解决方案。反过来,低代码开发允许非开发人员使用图形用户界面(GUI)开发软件产品。在我们的解决方案中,产品所有者可以在GUI中对实验、产品变体和用户组进行建模。代码包装器是从这些模型生成的,软件开发人员可以对其进行修改。最后,这些变体由不同的用户执行,并将结果显示给产品所有者。这篇研讨会论文展示了基于流应用程序的技术可行性。
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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