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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

Modern cloud services have complex architectures, often comprising many software components, and depend on hundreds of configurations parameters to function correctly, securely, and with high performance. Due to the prevalence of…

Software Engineering · Computer Science 2020-09-01 Ozan Tuncer , Anthony Byrne , Nilton Bila , Sastry Duri , Canturk Isci , Ayse K. Coskun

In a buggy configurable system, configuration-dependent bugs cause the failures in only certain configurations due to unexpected interactions among features. Manually localizing configuration-dependent faults in configurable systems could…

Software Engineering · Computer Science 2019-11-20 Son Nguyen

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

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

Most modern software systems (operating systems like Linux or Android, Web browsers like Firefox or Chrome, video encoders like ffmpeg, x264 or VLC, mobile and cloud applications, etc.) are highly-configurable. Hundreds of configuration…

Software Engineering · Computer Science 2019-06-10 Juliana Alves Pereira , Hugo Martin , Mathieu Acher , Jean-Marc Jézéquel , Goetz Botterweck , Anthony Ventresque

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

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

Performance is arguably the most crucial attribute that reflects the quality of a configurable software system. However, given the increasing scale and complexity of modern software, modeling and predicting how various configurations can…

Software Engineering · Computer Science 2024-11-05 Jingzhi Gong , Tao Chen

Kubernetes is a tool that facilitates rapid deployment of software. Unfortunately, configuring Kubernetes is prone to errors. Configuration defects are not uncommon and can result in serious consequences. This paper reports an empirical…

Software Engineering · Computer Science 2025-12-09 Yue Zhang , Uchswas Paul , Marcelo d'Amorim , Akond Rahman

As the volume of data being produced is increasing at an exponential rate that needs to be processed quickly, it is reasonable that the data needs to be available very close to the compute devices to reduce transfer latency. Due to this…

Performance · Computer Science 2024-08-06 Sohail Shaikh

Highly configurable systems are highly complex systems, with the Linux kernel arguably being one of the most well-known ones. Since 2007, it has been a frequent target of the research community, conducting empirical studies and building…

Software Engineering · Computer Science 2021-01-01 Patrick Franz , Thorsten Berger , Ibrahim Fayaz , Sarah Nadi , Evgeny Groshev

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

Modern software systems are expected to be secure and contain all the latest features, even when new versions of software are released multiple times an hour. Each system may include many interacting packages. The problem of installing…

Software Engineering · Computer Science 2018-11-15 Ran Ben Basat , Maayan Goldstein , Itai Segall

Python is widely used in the open-source community, largely owing to the extensive support from diverse third-party libraries within the PyPI ecosystem. Nevertheless, the utilization of third-party libraries can potentially lead to…

Software Engineering · Computer Science 2024-01-08 Yun Peng , Ruida Hu , Ruoke Wang , Cuiyun Gao , Shuqing Li , Michael R. Lyu

Modern software systems are often equipped with hundreds to thousands of configuration options, many of which greatly affect performance. Unfortunately, properly setting these configurations is challenging for developers due to the complex…

Distributed, Parallel, and Cluster Computing · Computer Science 2017-10-23 Shu Wang , Chi Li , William Sentosa , Henry Hoffmann , Shan Lu

This paper introduces CONFIGEN, a tool that helps modularizing software. CONFIGEN allows the developer to select a set of elementary components for his software through an interactive interface. Configuration files for use by C/assembly…

Software Engineering · Computer Science 2010-07-08 Emmanuel Ohayon , Matthieu Lemerre , Vincent David

Functional dependencies and feature interactions in automotive software systems are a major source of erroneous and deficient behavior. To overcome these problems, many approaches exist that focus on modeling these functional dependencies…

Software Engineering · Computer Science 2017-08-30 Andreas Vogelsang , Steffen Fuhrmann

Performance is an important non-functional aspect of the software requirement. Modern software systems are highly-configurable and misconfigurations may easily cause performance issues. A software system that suffers performance issues may…

Software Engineering · Computer Science 2020-10-06 Xue Han , Tingting Yu

Poor data quality has become a pervasive issue due to the increasing complexity and size of modern datasets. Constraint based data cleaning techniques rely on integrity constraints as a benchmark to identify and correct errors. Data values…

Databases · Computer Science 2017-05-25 Sridevi Baskaran , Alexander Keller , Fei Chiang , Golab Lukasz , Jaroslaw Szlichta
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