A Comprehensive Study of Bug Fixes in Quantum Programs

As quantum programming evolves, more and more quantum programming languages are being developed. As a result, debugging and testing quantum programs have become increasingly important. While bug fixing in classical programs has come a long way, there is a lack of research in quantum programs. To thi...

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Vydáno v:2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) s. 1239 - 1246
Hlavní autoři: Luo, Junjie, Zhao, Pengzhan, Miao, Zhongtao, Lan, Shuhan, Zhao, Jianjun
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.03.2022
Témata:
Bug fixing
Computer bugs
Computer languages
Conferences
Debugging
empirical study
Programming
quantum program debugging
quantum software testing
Software
Testing
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Abstract As quantum programming evolves, more and more quantum programming languages are being developed. As a result, debugging and testing quantum programs have become increasingly important. While bug fixing in classical programs has come a long way, there is a lack of research in quantum programs. To this end, this paper presents a comprehensive study on bug fixing in quantum programs. We collect and investigate 96 real-world bugs and their fixes from four popular quantum programming languages (Qiskit, Cirq, Q#, and ProjectQ). Our study shows that a high proportion of bugs in quantum programs are quantum-specific bugs (over 80%), which requires further research in the bug fixing domain. We also summarize and extend the bug patterns in quantum programs and subdivide the most critical part, math-related bugs, to make it more applicable to the study of quantum programs. Our findings summarize the characteristics of bugs in quantum programs and provide a basis for studying testing and debugging quantum programs.
AbstractList As quantum programming evolves, more and more quantum programming languages are being developed. As a result, debugging and testing quantum programs have become increasingly important. While bug fixing in classical programs has come a long way, there is a lack of research in quantum programs. To this end, this paper presents a comprehensive study on bug fixing in quantum programs. We collect and investigate 96 real-world bugs and their fixes from four popular quantum programming languages (Qiskit, Cirq, Q#, and ProjectQ). Our study shows that a high proportion of bugs in quantum programs are quantum-specific bugs (over 80%), which requires further research in the bug fixing domain. We also summarize and extend the bug patterns in quantum programs and subdivide the most critical part, math-related bugs, to make it more applicable to the study of quantum programs. Our findings summarize the characteristics of bugs in quantum programs and provide a basis for studying testing and debugging quantum programs.
Author Miao, Zhongtao
Luo, Junjie
Lan, Shuhan
Zhao, Pengzhan
Zhao, Jianjun
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SubjectTerms Bug fixing
Computer bugs
Computer languages
Conferences
Debugging
empirical study
Programming
quantum program debugging
quantum software testing
Software
Testing
Title A Comprehensive Study of Bug Fixes in Quantum Programs
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