ROBUST: 221 bugs in the Robot Operating System

IF 3.5 2区 计算机科学 Q1 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Christopher S. Timperley, Gijs van der Hoorn, André Santos, Harshavardhan Deshpande, Andrzej Wąsowski
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引用次数: 0

Abstract

As robotic systems such as autonomous cars and delivery drones assume greater roles and responsibilities within society, the likelihood and impact of catastrophic software failure within those systems is increased. To aid researchers in the development of new methods to measure and assure the safety and quality of robotics software, we systematically curated a dataset of 221 bugs across 7 popular and diverse software systems implemented via the Robot Operating System (ROS). We produce historically accurate recreations of each of the 221 defective software versions in the form of Docker images, and use a grounded theory approach to examine and categorize their corresponding faults, failures, and fixes. Finally, we reflect on the implications of our findings and outline future research directions for the community.

Abstract Image

ROBUST:机器人操作系统中的 221 个错误
随着自动驾驶汽车和无人机送货等机器人系统在社会中发挥更大的作用和承担更多的责任,这些系统出现灾难性软件故障的可能性和影响也随之增大。为了帮助研究人员开发测量和确保机器人软件安全与质量的新方法,我们系统地整理了通过机器人操作系统(ROS)实施的 7 种流行和多样化软件系统中的 221 个错误数据集。我们以 Docker 镜像的形式制作了这 221 个有缺陷软件版本中每个版本的历史精确再现,并使用基础理论方法对其相应的故障、失效和修复进行了检查和分类。最后,我们对研究结果的意义进行了反思,并概述了社区未来的研究方向。
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来源期刊
Empirical Software Engineering
Empirical Software Engineering 工程技术-计算机:软件工程
CiteScore
8.50
自引率
12.20%
发文量
169
审稿时长
>12 weeks
期刊介绍: Empirical Software Engineering provides a forum for applied software engineering research with a strong empirical component, and a venue for publishing empirical results relevant to both researchers and practitioners. Empirical studies presented here usually involve the collection and analysis of data and experience that can be used to characterize, evaluate and reveal relationships between software development deliverables, practices, and technologies. Over time, it is expected that such empirical results will form a body of knowledge leading to widely accepted and well-formed theories. The journal also offers industrial experience reports detailing the application of software technologies - processes, methods, or tools - and their effectiveness in industrial settings. Empirical Software Engineering promotes the publication of industry-relevant research, to address the significant gap between research and practice.
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