{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00215160","sets":["6504:10735:10807"]},"path":["10807"],"owner":"44499","recid":"215160","title":["Android端末における時系列データ予測モデルの性能評価"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-03-04"},"_buckets":{"deposit":"fac9dd97-ca7c-4ddf-ade9-30f4d943b4ce"},"_deposit":{"id":"215160","pid":{"type":"depid","value":"215160","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"Android端末における時系列データ予測モデルの性能評価","author_link":["553859","553860","553861","553858"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Android端末における時系列データ予測モデルの性能評価"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"ネットワーク","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2021-03-04","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"お茶の水女子大"},{"subitem_text_value":"工学院大"},{"subitem_text_value":"長崎大"},{"subitem_text_value":"お茶の水女子大"}]},"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/215160/files/IPSJ-Z83-7T-01.pdf","label":"IPSJ-Z83-7T-01.pdf"},"date":[{"dateType":"Available","dateValue":"2021-12-29"}],"format":"application/pdf","filename":"IPSJ-Z83-7T-01.pdf","filesize":[{"value":"252.4 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"8b81a220-7e0f-4fda-92ea-1945734fd741","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"佐藤, 里香"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山口, 実靖"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"神山, 剛"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"小口, 正人"}],"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_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"近年、機械学習や深層学習のモデルを、スマートフォン等の端末側に組み込み、 推定処理を端末内で完結させる環境が整備されつつあり、推定処理にリアルタイム性が求められるアプリケーションへの活用が期待されている。本稿では、Android端末上でトラフィックの輻輳を予測し、輻輳制御を行うシステムにおいて、このようなアプリ実装形態の実現可能性を検証すべく、予めサーバ側で学習した深層学習モデルをTensorFlow Liteにより検証用アプリケーションに組み込み、その性能をサーバ上での予測精度や処理速度と比較し評価する。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"122","bibliographic_titles":[{"bibliographic_title":"第83回全国大会講演論文集"}],"bibliographicPageStart":"121","bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-04","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2021"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":215160,"updated":"2025-01-19T16:17:39.876058+00:00","links":{},"created":"2025-01-19T01:15:56.299129+00:00"}