Abstract The Large Language Models (LLMs) like ChatGPT 3.5 have created a new era of
automatic code generation. However, the existing research primarily focuses on generating …

Verification of programs at code level has attracted more and more attentions since the cost
is high to extract models from source code. Most of approaches available for code level …

As a lightweight method, runtime verification aims to check whether one program execution
satisfies a desired property. For online runtime verification, the approach efficiency and …

This paper presents a dynamic approach to detecting, eliminating and fixing memory leaks.
With our approach, a program to be analyzed is instrumented before its execution. Dynamic …

The decision problem for Propositional Projection Temporal Logic (PPTL) has been solved
successfully, however time complexity of the procedure is increased exponentially to the …

Apache Spark is a high-speed computing engine for processing massive data. With its
widespread adoption, there is a growing need to analyze its correctness and temporal …

Big data techniques are widely used in various fields. To deal with large data sets efficiently,
a new programming framework MapReduce has emerged. Thus, new verification …

C language is one of the most popular languages for software systems. In order to verify
safety, reliability and security properties of such systems written in C, a tool UMC4M for …

The distributed programming framework for parallel graph computation has been proposed
to process and analyze large scale graph data. However, how to model and verify properties …

It is of great importance to ensure safety and reliability of the scheduling protocol of safety-
critical systems since the failure will cause serious damage. This paper analyzes a real-time …