Domain-specific visual languages for big data analytics applications. This project aims to invent domain-specific visual languages and support model-driven engineering based infrastructure so domain experts can specify, generate and apply complex data analytics and visualisation techniques. Many domains, including intelligent transport, business intelligence, and population health, need more effective “big data” analytics and visualisation. A challenge is to combine detailed domain knowledge – w ....Domain-specific visual languages for big data analytics applications. This project aims to invent domain-specific visual languages and support model-driven engineering based infrastructure so domain experts can specify, generate and apply complex data analytics and visualisation techniques. Many domains, including intelligent transport, business intelligence, and population health, need more effective “big data” analytics and visualisation. A challenge is to combine detailed domain knowledge – what the data means and what it can be used for – with sophisticated, scalable computational techniques to mine and present information from the huge volumes of raw data. This project is expected to improve productivity and quality of big data analytics and visualisation in critical domains.Read moreRead less
Metamorphic slices and their applications in fault localization. The main purpose of this project is to enhance the quality of software. The expected outcomes include the delivery of new cost-effective methods to debug software, and the extension of current debugging methods to be applicable in wider contexts.
Integration of Metamorphic Testing and Model Checking. This project proposes an innovative approach of integrating metamorphic testing and model checking. Its main outcome will be to deliver a comprehensive testing method that will help to reduce errors and costs in software development and consequently to improve the quality of software systems. Since software is pervasive and ubiquitous, our results will improve the nation's software productivity and quality. Thus, our results will help in ra ....Integration of Metamorphic Testing and Model Checking. This project proposes an innovative approach of integrating metamorphic testing and model checking. Its main outcome will be to deliver a comprehensive testing method that will help to reduce errors and costs in software development and consequently to improve the quality of software systems. Since software is pervasive and ubiquitous, our results will improve the nation's software productivity and quality. Thus, our results will help in raising our nation's competitive advantage towards the goal of becoming a leading nation in the software industry among Asia-Pacific countries. Furthermore, this collaboration will help young Australian researchers to link to the Chinese Academy of Sciences, a leading-edge international research institute.Read moreRead less
Mapping the Effectiveness of Automated Software Testing. This project aims to help software engineers build complex software systems in far more reliable and cost-effective ways. It takes an interdisciplinary approach by applying machine learning techniques to automatically test complex software systems. Expected outcomes include a novel methodology for assessing the strengths and weaknesses of test suites generated by automated software testing techniques and the approaches required for generat ....Mapping the Effectiveness of Automated Software Testing. This project aims to help software engineers build complex software systems in far more reliable and cost-effective ways. It takes an interdisciplinary approach by applying machine learning techniques to automatically test complex software systems. Expected outcomes include a novel methodology for assessing the strengths and weaknesses of test suites generated by automated software testing techniques and the approaches required for generating high-quality test cases. Such advances are urgently needed to avoid disasters when deploying software systems in the real world.Read moreRead less
Metamorphic Testing: An In-Depth Study to Enhance the Failure-Detection Capability of Software Testing Without an Oracle. Nowadays, software is pervasive and ubiquitous. It plays a significant role in the daily lives of all kinds of people. The Australian software industry has bloomed in recent years. Our research results will improve the cost-effectiveness of software development, thereby upgrading the nation's software productivity and quality. These factors are conducive to the export of soft ....Metamorphic Testing: An In-Depth Study to Enhance the Failure-Detection Capability of Software Testing Without an Oracle. Nowadays, software is pervasive and ubiquitous. It plays a significant role in the daily lives of all kinds of people. The Australian software industry has bloomed in recent years. Our research results will improve the cost-effectiveness of software development, thereby upgrading the nation's software productivity and quality. These factors are conducive to the export of software produced by Australians and helpful in raising our nation's competitive advantage towards the goal of becoming a leading nation in the software industry among Asia-Pacific countries.Read moreRead less
A Comprehensive Testing Methodology for Embedded Software. Embedded systems are a bedrock technology for many high-technology industries. They are used in many safety-critical situations, such as medical devices and car control systems, amongst hundreds of other applications. Unfortunately, current practice still sometimes results in disastrous mistakes remaining undetected, leading to multi-million dollar losses and in some cases even deaths. Improved testing methods for these systems offer ....A Comprehensive Testing Methodology for Embedded Software. Embedded systems are a bedrock technology for many high-technology industries. They are used in many safety-critical situations, such as medical devices and car control systems, amongst hundreds of other applications. Unfortunately, current practice still sometimes results in disastrous mistakes remaining undetected, leading to multi-million dollar losses and in some cases even deaths. Improved testing methods for these systems offer the potential of reducing such catastrophic losses. Improved embedded system testing techniques can offer Australia a competitive advantage in this strategically important industry. We will work to distribute our results to the Australian embedded systems community.Read moreRead less
Failure-Based Testing: An In-Depth Theoretical and Experimental Study. Nowadays, software is pervasive and ubiquitous. It plays a significant role in the daily lives of all kinds of people. The Australian software industry has bloomed in recent years. Our research results will improve the cost-effectiveness of software development, thereby upgrading the nation's software productivity and quality. These factors are conducive to the export of software produced by Australians and helpful in raising ....Failure-Based Testing: An In-Depth Theoretical and Experimental Study. Nowadays, software is pervasive and ubiquitous. It plays a significant role in the daily lives of all kinds of people. The Australian software industry has bloomed in recent years. Our research results will improve the cost-effectiveness of software development, thereby upgrading the nation's software productivity and quality. These factors are conducive to the export of software produced by Australians and helpful in raising our nation's competitive advantage towards the goal of becoming a leading nation in the software industry among Asia-Pacific countries.Read moreRead less
Enhanced Random Testing - Towards Better Cost Effectiveness and Fault Detection Capabilities. Nowadays, software is pervasive and ubiquitous. It plays a significant role in the modern daily life of all kinds of people. The Australian software industry has bloomed in recent years. Our research results will improve the cost-effectiveness of software development, thereby will upgrade the nation's software productivity and quality. These factors are conducive to the export of software produced by Au ....Enhanced Random Testing - Towards Better Cost Effectiveness and Fault Detection Capabilities. Nowadays, software is pervasive and ubiquitous. It plays a significant role in the modern daily life of all kinds of people. The Australian software industry has bloomed in recent years. Our research results will improve the cost-effectiveness of software development, thereby will upgrade the nation's software productivity and quality. These factors are conducive to the export of software produced by Australians, helpful in raising our nation's competitive advantage in the software industry towards the goal of becoming a leading nation among the Asia-Pacific countries in the software industry.Read moreRead less
Software Testing with Enhanced Partitioning Schemes. Partition testing is the most common means of ensuring the quality of software. In partition testing, the set of inputs to the program are divided into subsets, from each of which test cases are selected. Our previous research has concentrated on how to select test cases from the subsets. In this project, we will investigate how to divide the set of inputs into subsets so as to yield better fault-detecting capabilities. Not only will this ....Software Testing with Enhanced Partitioning Schemes. Partition testing is the most common means of ensuring the quality of software. In partition testing, the set of inputs to the program are divided into subsets, from each of which test cases are selected. Our previous research has concentrated on how to select test cases from the subsets. In this project, we will investigate how to divide the set of inputs into subsets so as to yield better fault-detecting capabilities. Not only will this project have an impact on the theoretical foundation of software quality, but the resulting methodologies will greatly enhance the efficacy of software testing in practice.Read moreRead less
Eat and Dream: effective automatic testing and debugging for real-life embedded wireless communications software. Embedded software is a key enabling technology for the majority of Australian manufacturing industries, including strategically important sectors such as the automotive industry. Embedded wireless communication technologies are playing an increasingly significant role in Australia with a wide range of critical applications ranging from natural disaster early warning to personal healt ....Eat and Dream: effective automatic testing and debugging for real-life embedded wireless communications software. Embedded software is a key enabling technology for the majority of Australian manufacturing industries, including strategically important sectors such as the automotive industry. Embedded wireless communication technologies are playing an increasingly significant role in Australia with a wide range of critical applications ranging from natural disaster early warning to personal health monitoring. Embedded wireless communications software, however, is difficult to test and debug owing to the complexity of the operational environment and complications arising from the interplay between software and hardware. This project will develop an effective and automatic technology to alleviate these difficulties and achieve higher quality software.Read moreRead less