{"id":1675,"date":"2023-01-01T09:00:00","date_gmt":"2023-01-01T00:00:00","guid":{"rendered":"http:\/\/lab-website.local\/?p=1675"},"modified":"2026-02-25T10:08:35","modified_gmt":"2026-02-25T01:08:35","slug":"%e5%88%86%e6%95%a3%e5%9e%8biot%e3%82%b7%e3%82%b9%e3%83%86%e3%83%a0%e3%81%8a%e3%82%88%e3%81%b3%e3%82%a8%e3%83%83%e3%82%b8%e3%81%ae%e8%a8%ad%e8%a8%88%e6%8a%80%e8%a1%93","status":"publish","type":"post","link":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/en\/blog\/2023\/01\/01\/%e5%88%86%e6%95%a3%e5%9e%8biot%e3%82%b7%e3%82%b9%e3%83%86%e3%83%a0%e3%81%8a%e3%82%88%e3%81%b3%e3%82%a8%e3%83%83%e3%82%b8%e3%81%ae%e8%a8%ad%e8%a8%88%e6%8a%80%e8%a1%93\/","title":{"rendered":"Distributed IoT System and Edge Design Technologies"},"content":{"rendered":"\n<p>Advances in information and communication technology have led to various researches in the field of the Internet of Things (IoT). The collaboration between cloud and edge computing is expected to enable a variety of applications. However, due to the nature of traditional cloud-edge computing, which involves sending data to the cloud, privacy leakage is inevitable. Therefore, a mechanism known as federated learning, which falls under the framework of distributed machine learning, is emerging. In this mechanism, machine learning is conducted at the edge without aggregating data in the cloud. To leverage this framework, where learning takes place at each edge, it is necessary for each edge to simultaneously focus on performance improvement, power consumption reduction, thermal management, and countermeasures against hardware security attacks.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Task Mapping and Scheduling in Federated Learning<\/li>\n\n\n\n<li>Thermal Management of IoT Devices<\/li>\n\n\n\n<li>Technologies to Enhance Resistance to Hardware Security Attacks<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Advances in information and communication technology have led to various researches in the field of the Internet of Things (IoT). The collaboration between cloud and edge computing is expected to enable a variety of applications&#8230;.<\/p>\n","protected":false},"author":1,"featured_media":133,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_locale":"en_US","_original_post":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/website\/?p=1531","footnotes":""},"categories":[14,50],"tags":[17],"class_list":["post-1675","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-overview","category-overview-en","tag-17","en-US"],"_links":{"self":[{"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/posts\/1675","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/comments?post=1675"}],"version-history":[{"count":1,"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/posts\/1675\/revisions"}],"predecessor-version":[{"id":1676,"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/posts\/1675\/revisions\/1676"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/media\/133"}],"wp:attachment":[{"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/media?parent=1675"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/categories?post=1675"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/tags?post=1675"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}