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Quantum Machine Learning
QADL: Prototype of Quantum Architecture Description Language
arXiv
Authors: Muhammad Waseem, Tommi Mikkonen, Aakash Ahmad, Muhammad Taimoor Khan, Majid Haghparast, Vlad Stirbu, Peng Liang
Year
2024
Paper ID
38169
Status
Preprint
Abstract Read
~2 min
Abstract Words
190
Citations
N/A
Abstract
Quantum Software (QSW) uses the principles of quantum mechanics, specifically programming quantum bits (qubits) that manipulate quantum gates, to implement quantum computing systems. QSW has become a specialized field of software development, requiring specific notations, languages, patterns, and tools for mapping the behavior of qubits and the structure of quantum gates to components and connectors of QSW architectures. To support declarative modeling of QSW, we aim to enable architecture-driven development, where software engineers can design, program, and evaluate quantum software systems by abstracting complex details through high-level components and connectors. We introduce QADL (Quantum Architecture Description Language), which provides a specification language, design space, and execution environment for architecting QSW. Inspired by classical ADLs, QADL offers (1) a graphical interface to specify and design QSW components, (2) a parser for syntactical correctness, and (3) an execution environment by integrating QADL with IBM Qiskit. The initial evaluation of QADL is based on usability assessments by a team of quantum physicists and software engineers, using quantum algorithms such as Quantum Teleportation and Grover's Search. QADL offers a pioneering specification language and environment for QSW architecture. A demo is available at https://youtu.be/xaplHH_3NtQ.
Why This Paper Matters
- This paper contributes to the Quantum Machine Learning research area in the Quantum Articles archive.
- It adds a 2024 reference point for readers tracking recent quantum research.
- Quantum Software (QSW) uses the principles of quantum mechanics, specifically programming quantum bits (qubits) that manipulate quantum gates, to implement quantum computing...
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