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How to fight production incidents? an empirical study on a large-scale cloud service
Production incidents in today's large-scale cloud services can be extremely expensive in
terms of customer impacts and engineering resources required to mitigate them. Despite …
terms of customer impacts and engineering resources required to mitigate them. Despite …
Configuration validation with large language models
Unicorn: Reasoning about configurable system performance through the lens of causality
Modern computer systems are highly configurable, with the total variability space sometimes
larger than the number of atoms in the universe. Understanding and reasoning about the …
larger than the number of atoms in the universe. Understanding and reasoning about the …
Accuracy can lie: On the impact of surrogate model in configuration tuning
To ease the expensive measurements during configuration tuning, it is natural to build a
surrogate model as the replacement of the system, and thereby the configuration …
surrogate model as the replacement of the system, and thereby the configuration …
Static detection of silent misconfigurations with deep interaction analysis
The behavior of large systems is guided by their configurations: users set parameters in the
configuration file to dictate which corresponding part of the system code is executed …
configuration file to dictate which corresponding part of the system code is executed …
Understanding and detecting on-the-fly configuration bugs
Software systems introduce an increasing number of configuration options to provide
flexibility, and support updating the options on the fly to provide persistent services. This …
flexibility, and support updating the options on the fly to provide persistent services. This …
Characterizing and detecting configuration compatibility issues in android apps
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 …
essential runtime information such as system permissions. As Android evolves, it might …
Conftainter: Static taint analysis for configuration options
The prevalence and severity of software configuration-induced issues have driven the
design and development of a number of detection and diagnosis techniques. Many of these …
design and development of a number of detection and diagnosis techniques. Many of these …