{"updated":"2025-01-19T19:10:31.588508+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00207386","sets":["934:10195:10196:10328"]},"path":["10328"],"owner":"44499","recid":"207386","title":["SINET広域データ収集基盤を用いたオンラインビデオ処理実証実験"],"pubdate":{"attribute_name":"公開日","attribute_value":"2020-10-15"},"_buckets":{"deposit":"44c4d9f2-d262-4e7a-86b0-8f3e222bbc7e"},"_deposit":{"id":"207386","pid":{"type":"depid","value":"207386","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"SINET広域データ収集基盤を用いたオンラインビデオ処理実証実験","author_link":["517605","517595","517602","517594","517606","517597","517604","517598","517601","517600","517593","517603","517596","517599"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"SINET広域データ収集基盤を用いたオンラインビデオ処理実証実験"},{"subitem_title":"Demonstration of an Online Video Processing Framework using the SINET Wide-area Data Collection Infrastructure","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"[推薦論文] オンラインビデオ処理, 分散ストリーム処理, IoT, パブリッシュ・サブスクライブシステム, モバイルネットワーク","subitem_subject_scheme":"Other"}]},"item_type_id":"3","publish_date":"2020-10-15","item_3_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"国立情報学研究所"},{"subitem_text_value":"国立情報学研究所"},{"subitem_text_value":"国立情報学研究所"},{"subitem_text_value":"国立情報学研究所／ライフマティックス株式会社"},{"subitem_text_value":"国立情報学研究所"},{"subitem_text_value":"国立情報学研究所"},{"subitem_text_value":"国立情報学研究所"}]},"item_3_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"National Institute of Informatics","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Informatics","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Informatics","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Informatics / Lifematics Inc.","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Informatics","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Informatics","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Informatics","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/207386/files/IPSJ-TDP0101005.pdf","label":"IPSJ-TDP0101005.pdf"},"date":[{"dateType":"Available","dateValue":"2020-10-15"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-TDP0101005.pdf","filesize":[{"value":"2.7 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"5"},{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"edf64461-d97b-473b-9234-8b76ddecfb56","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2020 by the Information Processing Society of Japan"}]},"item_3_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"竹房, あつ子"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"孫, 静涛"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"藤原, 一毅"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"長久, 勝"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"吉田, 浩"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"政谷, 好伸"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"合田, 憲人"}],"nameIdentifiers":[{}]}]},"item_3_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Atsuko, Takefusa","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Jingtao, Sun","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Ikki, Fujiwara","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Masaru, Nagaku","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hiroshi, Yoshida","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yoshinobu, Masatani","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kento, Aida","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_3_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12894091","subitem_source_identifier_type":"NCID"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_6501","resourcetype":"journal article"}]},"item_3_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2435-6484","subitem_source_identifier_type":"ISSN"}]},"item_3_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"ビデオデータのオンライン解析は，自動運転における物体認識や防犯カメラでの異常検知等の用途でその需要が高まっているが，センサとクラウド間のネットワーク帯域と安全性の確保，大量データの収集，クラウドでのオンラインビデオ解析処理の性能が課題となる．本研究では，SINET広域データ収集基盤を用いたオンラインビデオ処理機構のプロトタイプシステムを構築し，安全かつ高性能なネットワーク環境下でメッセージング基盤を利用した大量データの収集と，クラウドのGPUノードを活用したオンライン処理が実現可能であることを示す．SINET広域データ収集基盤は，モバイル網をSINETの足回りとして活用した広域的な基盤であり，SINET接続用のSIMをセンサ端末に装着することで，SINETのVPNに直接接続できる．また，IoTアプリケーションの設計指針を得ることを目的とし，予備評価によりオンライン処理システムを構成するメッセージング基盤および分散ストリーム処理基盤の性能特性を示す．","subitem_description_type":"Other"}]},"item_3_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"Online analysis of video data captured by sensor devices is increasingly required for applications such as object recognition in autonomous driving and abnormality detection by security cameras. However, there are several issues such as ensuring secure and stable communication environment between sensors and a cloud, collecting large amounts of various data and processing online video analysis efficiently. In this study, we have developed a prototype system of an online video processing mechanism using the SINET wide area data collection infrastructure called “mobile SINET” and show that the prototype system can collect a large amount of data using messaging infrastructure software in a secure and high-performance network environment, and online video processing is feasible using GPU nodes in a cloud. SINET is a wide-area academic network infrastructure and the mobile SINET is a service that provides mobile networks as an access network of SINET and enables direct connection to a SINET VPN. Each sensor can use the mobile SINET by installing a SIM for the SINET connection. In addition, we investigate the performance characteristics of messaging infrastructure and distributed stream processing infrastructure that constitute an online processing system in order to obtain design guidelines for IoT applications.","subitem_description_type":"Other"}]},"item_3_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"57","bibliographic_titles":[{"bibliographic_title":"情報処理学会論文誌デジタルプラクティス（TDP）"}],"bibliographicPageStart":"45","bibliographicIssueDates":{"bibliographicIssueDate":"2020-10-15","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"1"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:09:06.066636+00:00","id":207386,"links":{}}