Community Detection Across Emerging Quantum Architectures

Hayato Ushijima-Mwesigwa; Ilya Safro; Ruslan Shaydulin; Susan Mniszewski; Yuri Alexeev

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Community Detection Across Emerging Quantum Architectures

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arxiv 1810.07765 v1 pith:QMBM5L74 submitted 2018-10-01 quant-ph cs.OH

Ruslan Shaydulin , Hayato Ushijima-Mwesigwa , Ilya Safro , Susan Mniszewski , Yuri Alexeev This is my paper · ORCID

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keywords quantumcommunitydetectionacceleratorsacrossadvocateannealingarchitecture-agnostic

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One of the roadmap plans for quantum computers is an integration within HPC ecosystems assigning them a role of accelerators for a variety of computationally hard tasks. However, in the near term, quantum hardware will be in a constant state of change. Heading towards solving real-world problems, we advocate development of portable, architecture-agnostic hybrid quantum-classical frameworks and demonstrate one for the community detection problem evaluated using quantum annealing and gate-based universal quantum computation paradigms.

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