Serverless computing is an emerging cloud computing paradigm, being adopted to develop
a wide range of software applications. It allows developers to focus on the application logic …

There are increasing uses of deep learning (DL) compilers to generate optimized code,
boosting the runtime performance of DL models on specific hardware. Like their traditional …

Deep learning (DL) becomes increasingly pervasive, being used in a wide range of software
applications. These software applications, named as DL based software (in short as DL …

Deep learning (DL) is moving its step into a growing number of mobile software applications.
These software applications, named as DL based mobile applications (abbreviated as …

Serverless computing is an emerging paradigm for cloud computing, gaining traction in a
wide range of applications such as video processing and machine learning. This new …

Unit testing could be used to validate the correctness of basic units of the software system
under test. To reduce manual efforts in conducting unit testing, the research community has …

Unit testing is widely recognized as an essential aspect of the software development
process. Generating high-quality assertions automatically is one of the most important and …

Online Judge platforms play a pivotal role in education, competitive programming,
recruitment, career training, and large language model training. They rely on predefined test …

Due to its enormous benefits, the research and industry communities have shown an
increasing interest in the Microservices Architecture (MSA) style over the last few years …

Deep learning (DL) applications, built upon a heterogeneous and complex DL stack (eg,
Nvidia GPU, Linux, CUDA driver, Python runtime, and TensorFlow), are subject to software …