{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00193541","sets":["6164:6165:6640:9657"]},"path":["9657"],"owner":"44499","recid":"193541","title":["高速性と柔軟性を兼ね備えた分析プラットフォームの提案"],"pubdate":{"attribute_name":"公開日","attribute_value":"2018-06-27"},"_buckets":{"deposit":"f3dae078-4343-42c9-89a4-719e0195d62c"},"_deposit":{"id":"193541","pid":{"type":"depid","value":"193541","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"高速性と柔軟性を兼ね備えた分析プラットフォームの提案","author_link":["453815","453814","453813","453816"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"高速性と柔軟性を兼ね備えた分析プラットフォームの提案"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"分散処理","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2018-06-27","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_18_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"(株)日立製作所"},{"subitem_text_value":"(株)日立製作所"},{"subitem_text_value":"(株)日立製作所"},{"subitem_text_value":"(株)日立製作所"}]},"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/193541/files/IPSJ-DICOMO2018114.pdf","label":"IPSJ-DICOMO2018114.pdf"},"date":[{"dateType":"Available","dateValue":"2020-06-27"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-DICOMO2018114.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":"44"}],"accessrole":"open_date","version_id":"5154f22f-3d83-482e-b223-5d2d64456a17","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2018 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"杉本, 健"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"中田, 侑"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"郡浦, 宏明"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"木下, 雅文"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_18_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"コスト削減や売り上げ拡大，新規サービスの創出を行うため，価値のあるデータを膨大なデータから抽出する，データ分析が広く注目されている．データ分析では，複数の分析ツールを組み合わせた分析システムを構築し，膨大なデータの分析を行った上で，分析結果を元した仮説検証を何度も繰り返し実施する．そのため，膨大なデータを素早く処理する高速性と，複数の分析ツールを低い工数で組み合わせられる柔軟性が求められる．本論文では，データ分析をシーケンスとして定義し，シーケンスから低負荷で分析ツールを並列に実行可能にするプラットフォームを提供すると共に，シーケンス再設計を容易化することで，高速性と柔軟性を兼ね備えた分析プラットフォームを提案する．本プラットフォームを活用して分析システムを実装した結果，サーバ数に応じて分析プログラムのスループットがスケールし，提案するプラットフォームの負荷が低いこと，また，分析シーケンスの再設計時の実装工数が 4 日と十分低いことを確認した．本プラットフォームを用いることで，様々なデータ分析の結果をより素早く得ることが可能となり，さらなるコスト削減や売り上げ拡大，新規サービスの創出に貢献できると考えている．","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"753","bibliographic_titles":[{"bibliographic_title":"マルチメディア，分散協調とモバイルシンポジウム2018論文集"}],"bibliographicPageStart":"747","bibliographicIssueDates":{"bibliographicIssueDate":"2018-06-27","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2018"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T00:58:45.679494+00:00","updated":"2025-01-19T23:53:26.596026+00:00","id":193541}