{"updated":"2025-01-19T08:54:49.106696+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00237352","sets":["1164:2822:11469:11659"]},"path":["11659"],"owner":"44499","recid":"237352","title":["MEC上のLua言語実行基盤を介した画像認識処理のFPGAサーバへの汎用的なオフロード手法の提案"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-07-12"},"_buckets":{"deposit":"f11e5bfb-d80f-4fa5-bc61-eff16d67b0ca"},"_deposit":{"id":"237352","pid":{"type":"depid","value":"237352","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"MEC上のLua言語実行基盤を介した画像認識処理のFPGAサーバへの汎用的なオフロード手法の提案","author_link":["649768","649770","649769"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"MEC上のLua言語実行基盤を介した画像認識処理のFPGAサーバへの汎用的なオフロード手法の提案"}]},"item_type_id":"4","publish_date":"2024-07-12","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"芝浦工業大学"},{"subitem_text_value":"芝浦工業大学"},{"subitem_text_value":"芝浦工業大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Shibaura Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Shibaura Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Shibaura Institute of Technology","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/237352/files/IPSJ-EMB24066004.pdf","label":"IPSJ-EMB24066004.pdf"},"date":[{"dateType":"Available","dateValue":"2026-07-12"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-EMB24066004.pdf","filesize":[{"value":"599.6 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"42"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"3622da3c-e343-4616-90fe-18edc5beaea1","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"森, 隼人"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Li, Yanzhi"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"菅谷, みどり"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12149313","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-868X","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"近年大量の IoT デバイスからのデータを収集し AI による高度な処理を行う要求が高まっている．これに対して，計算力の高い MEC (Multi-access Edge Computing) を配置し，計算負荷の大きい処理を IoT デバイスからオフロードすることで，AI 処理などを行う方法が提案されている．特に，ミドルウエアがあることで様々なアクセラレターが利用可能となる．我々は，MEC 向けミドルウエアである MEC-RM（Multi-access Edge Computing-Resource Manager）を提案した．しかし，MECRM は FPGA を計算資源とする際に汎用的にプログラムを実行する基盤が十分ではない．そこで，本研究では，MEC 上に FPGA 用 C/C++ 関数のドライバとして Lua 言語による MEC-Execulator を提案し，汎用的にオフロードを行う方法を示した．評価では，実際のロボットで必要となる画像処理を用い評価し，学習済みモデルのロード時間を削減した．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"2","bibliographic_titles":[{"bibliographic_title":"研究報告組込みシステム（EMB）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2024-07-12","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"4","bibliographicVolumeNumber":"2024-EMB-66"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:39:56.165992+00:00","id":237352,"links":{}}