A literature review of using machine learning in software development life cycle stages

S Shafiq, A Mashkoor, C Mayr-Dorn, A Egyed - IEEE Access, 2021 - ieeexplore.ieee.org
The software engineering community is rapidly adopting machine learning for transitioning
modern-day software towards highly intelligent and self-learning systems. However, the …

Locating performance regression root causes in the field operations of web-based systems: An experience report

L Liao, J Chen, H Li, Y Zeng, W Shang… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Software developers usually rely on in-house performance testing to detect performance
regressions and locate their root causes. Such performance testing is typically resource and …

Seneca: Taint-Based Call Graph Construction for Java Object Deserialization

JCS Santos, M Mirakhorli, A Shokri - Proceedings of the ACM on …, 2024 - dl.acm.org
Object serialization and deserialization are widely used for storing and preserving objects in
files, memory, or database as well as for transporting them across machines, enabling …

Sound Call Graph Construction for Java Object Deserialization

J Santos, M Mirakhorli, A Shokri - arXiv preprint arXiv:2311.00943, 2023 - arxiv.org
Object serialization and deserialization is widely used for storing and preserving objects in
files, memory, or database as well as for transporting them across machines, enabling …

Supporting the Triaging Process in Software Development/eingereicht von Saad Shafiq

S Shafiq - 2022 - epub.jku.at
In software development, triaging deals with activities that are involved in the management
of work items, ie, items that need to be completed in a given iteration/sprint. These activities …

[PDF][PDF] Semantic clone detection via probabilistic software modeling

H Thaller, L Linsbauer, A Egyed - International Conference on …, 2022 - library.oapen.org
Semantic clone detection is the process of finding program elements with similar or equal
runtime behavior. For example, detecting the semantic equality between the recursive and …

[PDF][PDF] Teste de Software com IA: Um Mapeamento Sistemático da Literatura

J da Costa Dias - 2023 - cin.ufpe.br
As técnicas de teste de software são essenciais para detectar falhas e mitigar os riscos
associados ao desenvolvimento de software. Esse processo fica ainda mais eficiente com o …

[PDF][PDF] Probabilistic Software Modeling/Author Dipl.-Ing. Hannes Thaller

H Thaller - 2021 - epub.jku.at
Software Engineering and the art of building computer programs is a complex endeavor. A
program runs through various stages of maturity from the start of its inception to the end of its …

[PDF][PDF] A Function Dependency based Approach for Fault Localization with D.

A Dutta, R Mall - ICSOFT, 2020 - pdfs.semanticscholar.org
We present a scheme for hierarchically localizing software faults. First the functions are
prioritized based on their suspiciousness of containing a fault. Further, the bug is localized …

[引用][C] Teste de software com IA: um mapeamento sistemático da literatura

JC DIAS - 2023