Software systems running continuously for a long time tend to show degrading performance and an increasing failure occurrence rate, due to error conditions that accrue over time and …
Long-running software systems tend to show degraded performance and an increased failure occurrence rate. This problem, known as Software Aging, which is typically related to …
Mobile devices are significantly complex, feature-rich, and heavily customized, thus they are prone to software reliability and performance issues. This paper considers the problem of …
Image classifiers for recognizing real-world objects are widely used in the Internet of Things (IoT) and Cyber-Physical Systems (CPSs). A classifier is trained offline by machine learning …
Load tests ensure that software systems are able to perform under the expected workloads. The current state of load test analysis requires significant manual review of performance …
The need for high reliability, availability and performance has significantly increased in modern applications, that handle rapidly growing demands while providing uninterruptible …
This work presents an empirical analysis aiming at investigating what kind of relationship exists between software aging and several static features of the software. While past studies …
The phenomenon of software aging is increasingly recognized as a relevant problem of long- running systems. Numerous experiments have been carried out in the last decade to …
TA Nguyen, DS Kim, JS Park - The Scientific World Journal, 2014 - Wiley Online Library
It is important to assess availability of virtualized systems in IT business infrastructures. Previous work on availability modeling and analysis of the virtualized systems used a …