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Disentangling Hype from Practicality: On Realistically Achieving Quantum Advantage

Journal

COMMUNICATIONS OF THE ACM
Volume 66, Issue 5, Pages 82-87

Publisher

ASSOC COMPUTING MACHINERY
DOI: 10.1145/3571725

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Operating on different principles, quantum computers can solve important problems that were previously unsolvable on classical computers. The time to solve certain problems on a quantum computer grows more slowly with the size of the problem, which is called quantum speedup. Beyond quantum supremacy, the focus is on finding meaningful applications that can be realistically solved faster on a quantum computer than on a classical one, known as quantum practicality.
OPERATING ON FUNDAMENTALLY different principles than conventional computers, quantum computers promise to solve a variety of important problems that seemed forever intractable on classical computers. Leveraging the quantum foundations of nature, the time to solve certain problems on quantum computers grows more slowly with the size of the problem than on classical computers-this is called quantum speedup. Going beyond quantum supremacy,(2) which was the demonstration of a quantum computer outperforming a classical one for an artificial problem, an important question is finding meaningful applications (of academic or commercial interest) that can realistically be solved faster on a quantum computer than on a classical one. We call this a practical quantum advantage, or quantum practicality for short.

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