{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00222175","sets":["1164:2822:10894:11030"]},"path":["11030"],"owner":"44499","recid":"222175","title":["多重共線性を考慮した重回帰分析を用いたCPUサイクルの推定とその評価"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-11-10"},"_buckets":{"deposit":"3cd6b275-7f00-4df0-86bd-cee368ccf7c7"},"_deposit":{"id":"222175","pid":{"type":"depid","value":"222175","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"多重共線性を考慮した重回帰分析を用いたCPUサイクルの推定とその評価","author_link":["582571","582572","582570"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"多重共線性を考慮した重回帰分析を用いたCPUサイクルの推定とその評価"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"コンテナ技術と性能計測","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2022-11-10","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"近畿大学大学院総合理工学研究科"},{"subitem_text_value":"近畿大学大学院総合理工学研究科"},{"subitem_text_value":"近畿大学理工学部電気電子通信工学科"}]},"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/222175/files/IPSJ-EMB22061004.pdf","label":"IPSJ-EMB22061004.pdf"},"date":[{"dateType":"Available","dateValue":"2024-11-10"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-EMB22061004.pdf","filesize":[{"value":"932.8 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":"b7039d53-213d-4aca-803c-e2c78a43c614","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"服部, 僚汰"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"小原, 康佑"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"武内, 良典"}],"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":"現在産業用コントローラ機器の開発には組込み向けプロセッサで実行される制御ソフトウェアの実行時間を推定することが必要とされている．一方，組込み向けプロセッサの機能は複雑化しており機能仕様がブラックボックス化されているため実行時間の推定が困難という問題がある．近年，パフォーマンスカウンタを用いた CPU サイクルの推定手法が提案されているが，一度に測定できるパフォーマンスカウンタ数が限られているため繰り返し測定を行う必要があり膨大な時間がかかる．本報告では多重共線性を考慮した重回帰分析を用いて測定数を削減した CPU サイクルの推定とその評価を行った．また，多重共線性を考慮した重回帰分析と線形計画法で CPU サイクルの推定精度の比較を行い，プログラムの性質によっては多重共線性を考慮した重回帰分析の方が高い推定精度を実現できることが確認できた．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"7","bibliographic_titles":[{"bibliographic_title":"研究報告組込みシステム（EMB）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2022-11-10","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"4","bibliographicVolumeNumber":"2022-EMB-61"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:22:08.639704+00:00","updated":"2025-01-19T13:50:10.326977+00:00","id":222175}