環境適応における混合環境におけるプログラム配置最適化の検討

山登, 庸次

doi:10.51094/jxiv.1188

##article.authors##

山登, 庸次 NTT

DOI:

https://doi.org/10.51094/jxiv.1188

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、混在環境、ハードウェア選択

抄録

近年、FPGAやGPU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、それらを十分に活用するためにはハードウェアの理解が必要であり、高い障壁となっている。このような背景から、我々はプログラマが通常のCPU向けに書いたコードを、展開環境に応じて自動的に変換し、高性能な動作を可能とする環境適応型ソフトウェアを提案している。本稿では、通常のCPU、マルチコアCPU、FPGA、GPU、量子コンピュータが混在する環境において、適切なハードウェアへの自動オフロードを対象としている。各ハードウェアで通常のCPUの性能がどの程度発揮できるかを確認し、コストパフォーマンスを踏まえてオフロードに適したハードウェアを決定し、自動オフロードを行う。実際の異種ハードウェアを用いて処理時間を計測し、提案手法が自動オフロード可能であることを確認する。

山登庸次，"環境適応における混合環境におけるプログラム配置最適化の検討," The 13th IIAE International Conference on Industrial Application Engineering 2025 (ICIAE 2025), 2025年3月

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