{"created":"2023-06-19T10:29:54.319475+00:00","id":9980,"links":{},"metadata":{"_buckets":{"deposit":"d3478f86-7034-46bc-af20-171c856def10"},"_deposit":{"created_by":18,"id":"9980","owners":[18],"pid":{"revision_id":0,"type":"depid","value":"9980"},"status":"published"},"_oai":{"id":"oai:muroran-it.repo.nii.ac.jp:00009980","sets":["216:316","216:352","216:461","46"]},"author_link":["21131","39157","54462"],"item_79_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2018-01-26","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicPageEnd":"101","bibliographicPageStart":"96","bibliographicVolumeNumber":"32","bibliographic_titles":[{"bibliographic_title":"IEEE Network","bibliographic_titleLang":"en"}]}]},"item_79_description_23":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_79_description_7":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"Deep learning is a promising approach for extracting accurate information from raw sensor data from IoT devices deployed in complex environments. Because of its multilayer structure, deep learning is also appropriate for the edge computing environment. Therefore, in this article, we first introduce deep learning for IoTs into the edge computing environment. Since existing edge nodes have limited processing capability, we also design a novel offloading strategy to optimize the performance of IoT deep learning applications with edge computing. In the performance evaluation, we test the performance of executing multiple deep learning tasks in an edge computing environment with our strategy. The evaluation results show that our method outperforms other optimization solutions on deep learning for IoT.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_79_link_17":{"attribute_name":"出版者版へのリンク","attribute_value_mlt":[{"subitem_link_text":"10.1109/MNET.2018.1700202","subitem_link_url":"https://doi.org/10.1109/MNET.2018.1700202"}]},"item_79_link_5":{"attribute_name":"室蘭工業大学研究者データベースへのリンク","attribute_value_mlt":[{"subitem_link_text":"李 鶴（LI He）","subitem_link_url":"http://rdsoran.muroran-it.ac.jp/html/200000181_ja.html"},{"subitem_link_text":"太田 香（OTA Kaoru）","subitem_link_url":"http://rdsoran.muroran-it.ac.jp/html/100000140_ja.html"},{"subitem_link_text":"董 冕雄（DONG Mianxiong）","subitem_link_url":"http://rdsoran.muroran-it.ac.jp/html/100000145_ja.html"}]},"item_79_publisher_11":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"IEEE","subitem_publisher_language":"en"}]},"item_79_relation_18":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isVersionOf","subitem_relation_type_id":{"subitem_relation_type_id_text":"10.1109/MNET.2018.1700202","subitem_relation_type_select":"DOI"}}]},"item_79_rights_19":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"© 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.","subitem_rights_language":"en"}]},"item_79_source_id_12":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"0890-8044","subitem_source_identifier_type":"PISSN"}]},"item_79_source_id_14":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA10690432","subitem_source_identifier_type":"NCID"}]},"item_79_subject_9":{"attribute_name":"日本十進分類法","attribute_value_mlt":[{"subitem_subject":"007","subitem_subject_scheme":"NDC"}]},"item_79_version_type_21":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_ab4af688f83e57aa","subitem_version_type":"AM"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_abf2"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorAffiliations":[{"affiliationNameIdentifiers":[{}],"affiliationNames":[{},{}]}],"creatorNames":[{"creatorName":"LI, He","creatorNameLang":"en"},{"creatorName":"李, 鶴","creatorNameLang":"ja"},{"creatorName":"リ, ホ","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{}],"affiliationNames":[{},{}]}],"creatorNames":[{"creatorName":"OTA,  Kaoru","creatorNameLang":"en"},{"creatorName":"太田, 香","creatorNameLang":"ja"},{"creatorName":"オオタ, カオル","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{}],"affiliationNames":[{},{}]}],"creatorNames":[{"creatorName":"DONG,  Mianxiong","creatorNameLang":"en"},{"creatorName":"トウ, メンユウ","creatorNameLang":"ja-Kana"},{"creatorName":"董, 冕雄","creatorNameLang":"ja"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2019-06-27"}],"displaytype":"detail","filename":"IEEENW_32_1_96_101.pdf","filesize":[{"value":"947.5 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"IEEENW_32_1_96_101","objectType":"fulltext","url":"https://muroran-it.repo.nii.ac.jp/record/9980/files/IEEENW_32_1_96_101.pdf"},"version_id":"521cfce4-0292-4c53-9ae4-b4d26888fdca"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Machine learning","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Edge computing","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Cloud computing","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Feature extraction","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Task analysis","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Computational modeling","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Servers","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"Learning IoT in Edge: Deep Learning for the Internet of Things with Edge Computing","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Learning IoT in Edge: Deep Learning for the Internet of Things with Edge Computing","subitem_title_language":"en"}]},"item_type_id":"79","owner":"18","path":["46","316","352","461"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2019-06-27"},"publish_date":"2019-06-27","publish_status":"0","recid":"9980","relation_version_is_last":true,"title":["Learning IoT in Edge: Deep Learning for the Internet of Things with Edge Computing"],"weko_creator_id":"18","weko_shared_id":-1},"updated":"2023-10-25T00:49:16.071529+00:00"}