{"id":26395,"date":"2021-04-28T07:54:30","date_gmt":"2021-04-28T06:54:30","guid":{"rendered":"https:\/\/www-stage.inovex.de\/?post_type=events&#038;p=26395"},"modified":"2021-04-28T08:07:05","modified_gmt":"2021-04-28T07:07:05","slug":"flower-summit-2021","status":"publish","type":"events","link":"https:\/\/www.inovex.de\/de\/news-events\/events\/flower-summit-2021\/","title":{"rendered":"Flower Summit 2021"},"content":{"rendered":"<p>Marisa Mohr und Christian Becker sprechen auf dem Flower Summit 2021 \u00fcber das Thema <strong>\u201eTowards Collaborative Predictive Maintenance with Blockchain and Federated Learning\u201c<\/strong>:<br \/>\nDie Genauigkeit eines Predictive-Maintenance-Modells wird weitestgehend durch die verf\u00fcgbaren Trainingsdaten bestimmt. Maschinelle Lernsysteme sind f\u00fcr viele Unternehmen dadurch unerreichbar, da die ben\u00f6tigten Daten oft nicht in ausreichender Qualit\u00e4t und Menge zur Verf\u00fcgung stehen.<\/p>\n<p>Ein L\u00f6sungsansatz f\u00fcr dieses Problem kann die \u00fcbergreifende Verwendung von Trainingsdaten mehrerer Unternehmen sein. Durch das Konsolidieren von Daten an einem zentralen Ort k\u00f6nnen jedoch Datenintegrit\u00e4t und -sicherheit verletzt werden.<\/p>\n<p>In diesem Vortrag werden zwei aktuelle dezentrale Methoden kombiniert, um Collaborative Predictive Maintenance zu erm\u00f6glichen: Blockchain und Federated Learning.<\/p>\n<p><strong>Lernziele<\/strong><\/p>\n<ul>\n<li>\u00dcberblick \u00fcber die Herausforderungen und M\u00f6glichkeiten, die durch den Einsatz von Blockchain und Federated Learning erzeugt werden.<\/li>\n<li>Vorstellung einer konkreten Architektur f\u00fcr digitale Wertsch\u00f6pfungsnetze, die unter dem Aspekt von Datenintegrit\u00e4t und -sicherheit eine kollaborative Zusammenarbeit erm\u00f6glicht.<\/li>\n<li>Vorteile und Herausforderungen bei der Anwendung von Flower<\/li>\n<\/ul>\n<p class=\"bodytext\">Der Vortrag wird auf Englisch gehalten.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Federated Learning Conference<\/p>\n","protected":false},"featured_media":0,"parent":0,"template":"","events_types":[85],"service":[],"class_list":["post-26395","events","type-events","status-publish","hentry","events_types-konferenz"],"acf":{"start_date":"20210511","finish_date":"20210511","time":null,"finish_time":null,"location":"Online","organizer":"Flower Summit","file":null,"hubspot_signups":false,"hubspot_signups_text":"","add_speakers":false,"speakers_headline":"Speaker:innen","speakers":null,"contact":null,"contact_heading":"","contact_text":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - 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