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Major software failures are reported to be due to misconfiguration. As manual configuration is too error-prone to be deemed a reliable strategy for dynamic and complex systems, automated configuration management has become a standard.…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-10-29 Tamara Ranković , Filip Šiljić , Jovan Tomić , Goran Sladić , Miloš Simić

Many techniques were proposed for detecting software misconfigurations in cloud systems and for diagnosing unintended behavior caused by such misconfigurations. Detection and diagnosis are steps in the right direction: misconfigurations…

Software Engineering · Computer Science 2021-02-24 Yuanliang Zhang , Haochen He , Owolabi Legunsen , Shanshan Li , Wei Dong , Tianyin Xu

Misconfigurations have become the dominant causes of software failures in recent years, drawing tremendous attention for their increasing prevalence and severity. Configuration constraints can preemptively avoid misconfiguration by defining…

Software Engineering · Computer Science 2021-03-23 Shulin Zhou , Xiaodong Liu , Shanshan Li , Zhouyang Jia , Yuanliang Zhang , Teng Wang , Wang Li , Xiangke Liao

Almost every software system provides configuration options to tailor the system to the target platform and application scenario. Often, this configurability renders the analysis of every individual system configuration infeasible. To…

Software Engineering · Computer Science 2016-02-17 Flávio Medeiros , Christian Kästner , Márcio Ribeiro , Rohit Gheyi , Sven Apel

Infrastructure as code (IaC) scripts are used to automate the maintenance and configuration of software development and deployment infrastructure. IaC scripts can be complex in nature, containing hundreds of lines of code, leading to…

Software Engineering · Computer Science 2019-07-18 Akond Rahman , Sarah Elder , Faysal Hossain Shezan , Vanessa Frost , Jonathan Stallings , Laurie Williams

Continuous Integration (CI) testing is a popular software development technique that allows developers to easily check that their code can build successfully and pass tests across various system environments. In order to use a CI platform,…

Software Engineering · Computer Science 2018-05-14 Mark Santolucito , Jialu Zhang , Ennan Zhai , Ruzica Piskac

In recent years, configuration problems have drawn tremendous attention because of their increasing prevalence and their big impact on system availability. We believe that many of these problems are attributable to today's configuration…

Human-Computer Interaction · Computer Science 2016-01-11 Tianyin Xu , Vineet Pandey , Scott Klemmer

Software misconfiguration has consistently been a major reason for software failures. Over the past two decades, much work has been done to detect and diagnose software misconfigurations. However, there is still a gap between real-world…

Software Engineering · Computer Science 2026-05-29 Yuhao Liu , Yingnan Zhou , Hanfeng Zhang , Zhiwei Chang , Sihan Xu , Yan Jia , Wei Wang , Juncheng Hu , Zheli Liu

Modern configurable systems offer customization via intricate configuration spaces, yet such flexibility introduces pervasive configuration-related issues such as misconfigurations and latent softwarebugs. Existing diagnosability supports…

Software Engineering · Computer Science 2025-09-01 Shiwen Shan , Yintong Huo , Yuxin Su , Zhining Wang , Dan Li , Zibin Zheng

Misconfiguration is a major cause of system failures. Prior solutions focus on detecting invalid settings that are introduced by user mistakes. But another type of misconfiguration that continues to haunt production services is specious…

Software Engineering · Computer Science 2020-10-14 Yigong Hu , Gongqi Huang , Peng Huang

Configuration in software systems helps to ensure efficient operation and meet diverse user needs. Yet, some, if not all, configuration options have profound implications for the system's performance. Configuration performance analysis,…

Software Engineering · Computer Science 2025-02-07 Hongyuan Liang , Yue Huang , Tao Chen

As software systems grow in complexity, accurately identifying and managing dependencies among changes becomes increasingly critical. For instance, a change that leverages a function must depend on the change that introduces it.…

Software Engineering · Computer Science 2025-08-11 Ali Arabat , Mohammed Sayagh , Jameleddine Hassine

Effective machine-aided diagnosis and repair of configuration errors continues to elude computer systems designers. Most of the literature targets errors that can be attributed to a single erroneous configuration setting. However, a recent…

Software Engineering · Computer Science 2017-11-15 Zhen Huang , David Lie

Context: The Configuration Management of the development and production environments is an important aspect of IT operations. However, managing the configuration differences between these two environments can be challenging, leading to…

Software Engineering · Computer Science 2025-05-16 Marcos Nazario , Rodrigo Bonifacio , Gustavo Pinto

Performance is a volatile property of a software system and frequent performance profiling is required to keep the knowledge about a software system's performance behavior up to date. Repeating all performance measurements after every…

Software Engineering · Computer Science 2025-11-24 Sebastian Böhm , Florian Sattler , Norbert Siegmund , Sven Apel

Finding good configurations for a software system is often challenging since the number of configuration options can be large. Software engineers often make poor choices about configuration or, even worse, they usually use a sub-optimal…

Software Engineering · Computer Science 2018-09-05 Vivek Nair , Zhe Yu , Tim Menzies , Norbert Siegmund , Sven Apel

In recent years, defect prediction has received a great deal of attention in the empirical software engineering world. Predicting software defects before the maintenance phase is very important not only to decrease the maintenance costs but…

Software Engineering · Computer Science 2018-08-31 Ahmet Okutan

XML configuration files are widely used in Android to define an app's user interface and essential runtime information such as system permissions. As Android evolves, it might introduce functional changes in the configuration environment,…

Software Engineering · Computer Science 2021-09-02 Huaxun Huang , Ming Wen , Lili Wei , Yepang Liu , Shing-Chi Cheung

Static bug detection tools help developers detect code problems. However, it is known that they remain underutilized due to various reasons. Recent advances to incorporate static bug detectors in modern software development workflows can…

Software Engineering · Computer Science 2021-03-26 Junjie Li

Determining whether a configurable software system has a performance bug or it was misconfigured is often challenging. While there are numerous debugging techniques that can support developers in this task, there is limited empirical…

Software Engineering · Computer Science 2022-03-22 Miguel Velez , Pooyan Jamshidi , Norbert Siegmund , Sven Apel , Christian Kästner
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