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A Hitchhiker's Guide to Model-Driven Engineering for Data-Centric Systems

期刊: IEEE SOFTWARE, 2021; 38 (4)

The models and data framework demystifies the different roles that models and data play in software development and operation and clarifies where mach......

A Software-Repair Robot Based on Continual Learning

期刊: IEEE SOFTWARE, 2021; 38 (4)

Software bugs are common, and correcting them accounts for a significant portion of the costs in the software development and maintenance process. In ......

Understanding the Working Time of Developers in IT Companies in China and the United States

期刊: IEEE SOFTWARE, 2021; 38 (2)

We identified three temporal patterns shown in commit activities among Chinese and American companies and found that Chinese businesses are more likel......

Metamorphic Testing: Testing the Untestable

期刊: IEEE SOFTWARE, 2020; 37 (3)

What if we could know that a program is buggy, even if we could not tell whether or not its observed output is correct? Metamorphic testing provides t......

Deep Learning-Based Mobile Application Isomorphic GUI Identification for Automated Robotic Testing

期刊: IEEE SOFTWARE, 2020; 37 (4)

Fully black-box robotic testing is needed given the popularity of mobile applications. A critical constraining issue for generating graphical user int......

On the Need of Understanding the Failures of Smart Contracts

期刊: IEEE SOFTWARE, 2020; 37 (5)

When the execution of smart contracts fails, the transaction will not be recorded to provide hints for analysts to improve their automated analyzers. ......

Design Pattern as a Service for Blockchain-Based Self-Sovereign Identity

期刊: IEEE SOFTWARE, 2020; 37 (5)

There are too few systematic architecture designs for blockchain-based self-sovereign identity (SSI) systems to support methodical development. We pre......

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