{"id":198149,"updated":"2025-01-19T22:05:40.780410+00:00","links":{},"created":"2025-01-19T01:02:28.842314+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00198149","sets":["1164:2240:9748:9861"]},"path":["9861"],"owner":"44499","recid":"198149","title":["メモリアクセスデータを用いた機械学習によるアプリケーションの類型化"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-07-17"},"_buckets":{"deposit":"5d00f3c7-c16b-4e47-bd55-da288fe6c912"},"_deposit":{"id":"198149","pid":{"type":"depid","value":"198149","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"メモリアクセスデータを用いた機械学習によるアプリケーションの類型化","author_link":["476696","476694","476695","476697","476693","476692"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"メモリアクセスデータを用いた機械学習によるアプリケーションの類型化"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"機械学習","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2019-07-17","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"東京工業大学／産業技術総合研究所"},{"subitem_text_value":"東京工業大学／産業技術総合研究所"},{"subitem_text_value":"東京工業大学"},{"subitem_text_value":"東京工業大学"},{"subitem_text_value":"東京大学／理化学研究所計算科学研究センター"},{"subitem_text_value":"理化学研究所計算科学研究センター／東京工業大学／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/198149/files/IPSJ-HPC19170012.pdf","label":"IPSJ-HPC19170012.pdf"},"date":[{"dateType":"Available","dateValue":"2021-07-17"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-HPC19170012.pdf","filesize":[{"value":"431.2 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":"14"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"3fe728fe-1ea7-4ee5-897e-dee87ac722d1","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2019 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"土川, 稔生"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"遠藤, 敏夫"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大山, 洋介"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"野村, 哲弘"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"近藤, 正章"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"松岡, 聡"}],"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":"ポストムーア時代の計算機アーキテクチャの開発のためには，様々なアプリケーションを用いて，システム構成やパラメータの異なる大量のケースを評価・解析する必要がある．しかし，世の中の全てのアプリケーションを詳細に解析することは不可能なため，性能特性を代表するアプリケーションを選定することが望ましい．そこで本研究ではアプリケーション群を代表するアプリケーションの選定と特性解析を行うために，アプリケーションの特徴量として Reuse Distance を用いてメモリアクセスデータのトレースを取得し，機械学習のクラスタリングを用いた手法によるアプリケーションの類型化を行った．また，アプリケーションのアルゴリズムの特性とクラスタリング結果の関係について検証した．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"7","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":"2019-07-17","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"12","bibliographicVolumeNumber":"2019-HPC-170"}]},"relation_version_is_last":true,"weko_creator_id":"44499"}}