Computer software is constantly increasing in complexity; this requires more developer time, effort, and knowledge in order to correct bugs inevitably occurring in software production. Eventually, increases in complexity and size will make manually correcting programmatic errors impractical. Thus, there is a need for automated software-debugging tools that can reduce the time and effort required by the developer. The performance of previously developed debugging techniques can be greatly improved by combining them with machine-learning. Our research focuses on the application of neural networks within the domain of statistical debugging. Specifically, we develop methods to mine statistical debugging data that can then be used to train neura...
With the increasing complexity of today's software, the software development process is becoming hig...
How do professional software engineers debug computer programs? In an experiment with 27 real bugs t...
This dissertation evaluates the following thesis statement: Program analysis techniques can enable a...
Computer software is constantly increasing in complexity; this requires more developer time, effort,...
Statistical debugging identifies program behaviors that are highly correlated with failures. Tra...
The correctness of debug information included in optimized binaries has been the subject of recent a...
Debugging is a search process to find, understand and fix the root cause of software defects. Can de...
Recent years have seen great advances in software engineering and programming languages, and more an...
AbstractProgram debugging is an extremely time-consuming process, and it takes up a large portion of...
Software debugging has been shown to utilize upwards of 50% of developers’ time. Machine programming...
There are many ways to find bugs in programs. For example, observed input and output values can be c...
Software Debugging is still one of the most challenging and time consuming aspects of software devel...
Debugging is a tedious and time-consuming process for software developers. Therefore, providing effe...
Probabilistic programming languages allow domain ex-perts to specify generative models in a high-lev...
this paper is to examine recent and current debugging approaches that promise to have the potential ...
With the increasing complexity of today's software, the software development process is becoming hig...
How do professional software engineers debug computer programs? In an experiment with 27 real bugs t...
This dissertation evaluates the following thesis statement: Program analysis techniques can enable a...
Computer software is constantly increasing in complexity; this requires more developer time, effort,...
Statistical debugging identifies program behaviors that are highly correlated with failures. Tra...
The correctness of debug information included in optimized binaries has been the subject of recent a...
Debugging is a search process to find, understand and fix the root cause of software defects. Can de...
Recent years have seen great advances in software engineering and programming languages, and more an...
AbstractProgram debugging is an extremely time-consuming process, and it takes up a large portion of...
Software debugging has been shown to utilize upwards of 50% of developers’ time. Machine programming...
There are many ways to find bugs in programs. For example, observed input and output values can be c...
Software Debugging is still one of the most challenging and time consuming aspects of software devel...
Debugging is a tedious and time-consuming process for software developers. Therefore, providing effe...
Probabilistic programming languages allow domain ex-perts to specify generative models in a high-lev...
this paper is to examine recent and current debugging approaches that promise to have the potential ...
With the increasing complexity of today's software, the software development process is becoming hig...
How do professional software engineers debug computer programs? In an experiment with 27 real bugs t...
This dissertation evaluates the following thesis statement: Program analysis techniques can enable a...