{"id":233144,"updated":"2025-01-19T10:11:47.264910+00:00","links":{},"created":"2025-01-19T01:34:24.857820+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00233144","sets":["1164:2240:11467:11522"]},"path":["11522"],"owner":"44499","recid":"233144","title":["AI橋渡しクラウドにおけるAIモデル開発・共有環境の導入"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-03-11"},"_buckets":{"deposit":"63c82cdd-194b-47af-a287-a273a60cbdd5"},"_deposit":{"id":"233144","pid":{"type":"depid","value":"233144","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"AI橋渡しクラウドにおけるAIモデル開発・共有環境の導入","author_link":["632669","632668","632670"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"AI橋渡しクラウドにおけるAIモデル開発・共有環境の導入"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"計算機システム","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2024-03-11","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"国立研究開発法人産業技術総合研究所"},{"subitem_text_value":"国立研究開発法人産業技術総合研究所"},{"subitem_text_value":"国立研究開発法人産業技術総合研究所"}]},"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/233144/files/IPSJ-HPC24193002.pdf","label":"IPSJ-HPC24193002.pdf"},"date":[{"dateType":"Available","dateValue":"2026-03-11"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-HPC24193002.pdf","filesize":[{"value":"1.8 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"14"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"72457e30-020d-42b0-8ed6-cc1086945b33","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":"滝澤, 真一朗"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"谷村, 勇輔"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大西, 尚樹"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10463942","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":"2188-8841","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"AI 技術の社会実装を加速することを目的に，我々は，深層学習と大規模データ処理を得意とする，AI 橋渡しクラウド (ABCI) を設計・構築・運用している．ABCI は，AI 開発にすぐに使える汎用ライブラリを多数用意しており，利用者はそれらを組み合わせ，目的に合った AI モデル開発環境を容易に構築できる．しかしながら，開発環境構築後のモデル構築の試行錯誤や，構築したモデルの活用・共有に対しては，ABCI はシステム的な支援は行っておらず，個々の利用者が個別に検討・実施する状況であった．このため，成果創出のリードタイムに遅延が生じていた．この問題を解決するために，我々は ABCI AI ハブの整備を行っている．ABCI AI ハブは AI モデル等の AI 資源を公開するデータセットサービス，ABCI 上での Linux コンテナ実行を行うコンテナサービス，複数人での AI モデル構築を支援するモデル構築支援サービス，から構成され，相互に連携する．モデル構築支援サービスは AI 学習の追跡・分析サービスと AI モデルレジストリからなり，ABCI の Open OnDemand から利用できる．本稿では，モデル構築支援サービスの設計と実装について述べる．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告ハイパフォーマンスコンピューティング（HPC）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-11","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"2","bibliographicVolumeNumber":"2024-HPC-193"}]},"relation_version_is_last":true,"weko_creator_id":"44499"}}