{"created":"2025-02-19T10:30:53.473814+00:00","updated":"2025-07-07T04:05:33.116089+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:02000700","sets":["1164:4088:11911:1739958296301"]},"path":["1739958296301"],"owner":"80578","recid":"2000700","title":["連合学習アプリケーションによるWebAssemblyを活用したフローティングサイバーフィジカルシステムの実証評価"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2025-02-24"},"_buckets":{"deposit":"d76066c2-c681-4557-9676-f574b2d955c6"},"_deposit":{"id":"2000700","pid":{"type":"depid","value":"2000700","revision_id":0},"owners":[80578],"status":"published","created_by":80578},"item_title":"連合学習アプリケーションによるWebAssemblyを活用したフローティングサイバーフィジカルシステムの実証評価","author_link":[],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"連合学習アプリケーションによるWebAssemblyを活用したフローティングサイバーフィジカルシステムの実証評価","subitem_title_language":"ja"},{"subitem_title":"Experimental Evaluation of Floating Cyber-Physical System with WebAssembly Through Federated Learning Application","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"IA","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2025-02-24","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"九州工業大学大学院工学府"},{"subitem_text_value":"九州工業大学大学院工学研究院"},{"subitem_text_value":"九州工業大学大学院情報工学研究院"},{"subitem_text_value":"九州工業大学大学院工学研究院"},{"subitem_text_value":"株式会社KDDI総合研究所"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Engineering, Kyushu Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Faculty of Engineering, Kyushu Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Faculty of Computer Science and Systems Engineering, Kyushu Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Faculty of Engineering, Kyushu Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"KDDI Research, Inc.","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/2000700/files/IPSJ-IOT25068014.pdf","label":"IPSJ-IOT25068014.pdf"},"date":[{"dateType":"Available","dateValue":"2999-12-31"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-IOT25068014.pdf","filesize":[{"value":"2.4 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"43"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"0a57a6fa-7168-439d-a8cd-8366bee89b72","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2025 by the Institute of Electronics, Information and Communication Engineers This SIG report is only available to those in membership of the SIG."}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"田中,明弥"}]},{"creatorNames":[{"creatorName":"野林,大起"}]},{"creatorNames":[{"creatorName":"塚本,和也"}]},{"creatorNames":[{"creatorName":"池永,全志"}]},{"creatorNames":[{"creatorName":"関川,柊"}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Meiya Tanaka","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Daiki Nobayashi","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Kazuya Tsukamoto","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Takeshi Ikenaga","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Shu Sekigawa","creatorNameLang":"en"}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12326962","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":"2188-8787","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"フローティングサイバーフィジカルシステム(F-CPS)は，発生場所や時間に依存する時空間データ(STD)とそれを処理する機能(アプリケーション)を特定の地域内に滞留させることが可能である．F-CPSにおける機能は，MECサーバに収集されたSTDをユーザの要求に応じて分析することで生成され，ユーザの持つ多種多様なデバイスエッジにおいて実行される．先行研究では，小型で可搬性のある機能及び実行基盤としてWebAssembly (Wasm)の活用を提案している．機能及びユーザを管理するMECサーバと，Wasmによるセキュアなアプリケーションを実行可能な不特定多数のデバイスエッジから構成されるF-CPSは，連合学習との親和性が期待される．そこで本稿では，Wasmを活用した連合学習アプリケーションを作成し，構築したF-CPS上で実機検証することで，F-CPSの連合学習基盤としての有用性を評価する．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"As a region-specific Cyber Physical System (CPS), we have proposed Floating-CPS (F-CPS) that retains spatio-temporal data (STD) and the functions (applications) within the specific area. In F-CPS, the functions are generated based on the collected STD and user requests within the area, and they are executed on the diverse user devices. Previous studies has shown that WebAssembly (Wasm) is a suitable application execution platform for F-CPS due to its lightweight and portable features. Therefore, we propose the utilization of the F-CPS platform, characterized by a decentralized architecture and security provided by Wasm, for federated learning. In this study, we evaluate the feasibility of the F-CPS platform for federated learning using Wasm applications in an actual environment.","subitem_description_type":"Other","subitem_description_language":"en"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"8","bibliographic_titles":[{"bibliographic_title":"研究報告インターネットと運用技術（IOT）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2025-02-24","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"14","bibliographicVolumeNumber":"2025-IOT-68"}]},"relation_version_is_last":true,"weko_creator_id":"80578"},"id":2000700,"links":{}}