書誌情報 : International Journal of Parallel, Emergent and Distributed Systems, Taylor & Francis, Jan. 2025.
DOI: 。https://doi.org/10.1080/17445760.2025.2450669
環境適応のための特定計算処理の量子コンピュータ自動オフロードに関する検討と評価
DOI:
https://doi.org/10.51094/jxiv.2811キーワード:
環境適応ソフトウェア、 自動オフロード、 量子コンピュータ、 Qiskit、 類似性検知抄録
近年、GPUやFPGAなどの異種ハードウェアを利用したアプリケーションが増加している。しかし、これらのアプリケーションを最大限に活用するにはハードウェアへの理解が必要であり、
成功への障壁が高い。そこで我々は、プログラマが通常のCPU用に書いたコードを、展開先の環境に合わせて自動変換し、高性能な動作を可能にする環境適応型ソフトウェアを提案している。本稿では、新しいハードウェアへの自動オフロードの一環として、特に量子コンピュータに着目する。オフロード対象となる既存のアプリケーションを分析し、量子コンピュータに適した固有値ソルバーなどの特定の計算処理を発見し、その部分を量子コンピュータを用いた処理に置き換えることで、自動オフロードを実現する。Microsoft Azure Quantum上で実際の処理時間を計測することで、提案手法が量子コンピュータに自動オフロードされ実行できることを確認している。
山登庸次，"環境適応のための特定計算処理の量子コンピュータ自動オフロードに関する検討と評価," International Journal of Parallel, Emergent and Distributed Systems, Taylor & Francis, 2025年1月
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投稿日時: 2026-01-28 00:08:53 UTC
公開日時: 2026-02-02 00:24:03 UTC
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山登, 庸次
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