Automating orthogonal defect classification using machine learning algorithms

F Lopes, J Agnelo, CA Teixeira, N Laranjeiro… - Future generation …, 2020 - Elsevier
Software systems are increasingly being used in business or mission critical scenarios,
where the presence of certain types of software defects, ie, bugs, may result in catastrophic …

Understanding and fixing complex faults in embedded cyberphysical systems

A Weiss, S Gautham, AV Jayakumar, CR Elks… - Computer, 2021 - ieeexplore.ieee.org
Embedded systems are becoming ubiquitous companions in all our lives. This article
reviews the terminology and modern understanding of complex anomalies and state-of-the …

Software aging analysis of the android mobile os

D Cotroneo, F Fucci, AK Iannillo… - 2016 IEEE 27th …, 2016 - ieeexplore.ieee.org
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 …

Performability evaluation of load balancing and fail-over strategies for medical information systems with edge/fog computing using stochastic reward nets

TA Nguyen, I Fe, C Brito, VK Kaliappan, E Choi, D Min… - Sensors, 2021 - mdpi.com
The aggressive waves of ongoing world-wide virus pandemics urge us to conduct further
studies on the performability of local computing infrastructures at hospitals/medical centers …

An empirical study of fault triggers in deep learning frameworks

X Du, Y Sui, Z Liu, J Ai - IEEE transactions on dependable and …, 2022 - ieeexplore.ieee.org
Deep learning frameworks play a key rule to bridge the gap between deep learning theory
and practice. With the growing of safety-and security-critical applications built upon deep …

Invalid bug reports complicate the software aging situation

X Wu, W Zheng, M Pu, J Chen, D Mu - Software Quality Journal, 2020 - Springer
Symptoms of software aging include performance degradation and failure occurrence
increasing when software systems run for a period of time. Therefore, software aging is …

An empirical study of fault triggers in the Linux operating system: An evolutionary perspective

G **ao, Z Zheng, B Yin, KS Trivedi… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper presents an empirical study of 5741 bug reports for the Linux kernel from an
evolutionary perspective, with the aim of obtaining a deep understanding of bug …

Rethinking software fault tolerance

KS Trivedi, M Grottke, JA Lopez - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Traditional software fault tolerance makes use of design-diversity-based redundancy. While
proven to be effective, the independent development of multiple versions of a program or …

Analysis of a fault-tolerant framework for reliability prediction of service-oriented architecture systems

MC Chiang, CY Huang, CY Wu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Service-oriented architecture (SOA) has become an increasingly popular choice for building
software application in the last years. An SOA system is an elastic structure that utilizes …

Deepsim: Deep semantic information-based automatic mandelbug classification

X Du, Z Zheng, G **ao, Z Zhou… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Understanding and predicting types of bugs are of practical importance for developers to
improve the testing efficiency and take appropriate steps to address bugs in software …