書誌情報 : The 2nd International Conference on Control and Computer Vision (ICCCV 2019), pp.102-108, June 2019.
DOI: https://doi.org/10.1145/3341016.3341035
環境適応ソフトウェアの提案
DOI:
https://doi.org/10.51094/jxiv.3102キーワード:
環境適応ソフトウェア、 GPGPU、 FPGA、 自動オフロード、 性能抄録
近年、GPUやFPGAといった異機種ハードウェアが多くのシステムに利用され、IoTデバイスも急速に増加している。しかし、異機種ハードウェアを活用するには、現状では多くの技術スキルが必要となり、ハードルが高い。このような状況を打破するために、将来的には、アプリケーションプログラマは処理したいロジックを記述するだけで、ソフトウェアが異機種ハードウェアが配置されている環境に適応し、異機種ハードウェアやIoTデバイスを容易に活用できるようになることが必要だと考えている。そこで本稿では、一度記述したアプリケーションを、配備先のGPU、FPGA、IoTデバイスを活用できるようにコード変換や設定変更を自動で行うことで、高性能に動作させる環境適応型ソフトウェアを提案する。環境適応型ソフトウェアを実現するための処理フローと要素技術について説明する。また、既に検討が進められている自動GPUオフロードなどの要素技術についても詳細に述べる。
山登庸次，野口博史，片岡操，磯田卓万，"環境適応ソフトウェアの提案," The 2nd International Conference on Control and Computer Vision (ICCCV 2019), 2019年6月
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投稿日時: 2026-02-16 18:42:24 UTC
公開日時: 2026-02-18 06:00:05 UTC
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Copyright（c）2026
山登, 庸次
野口, 博史
片岡, 操
磯田, 卓万
この作品は、Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International Licenseの下でライセンスされています。
