{"id":1117332,"date":"2025-01-10T03:00:07","date_gmt":"2025-01-10T11:00:07","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-item&p=1117332"},"modified":"2025-01-23T08:01:28","modified_gmt":"2025-01-23T16:01:28","slug":"the-future-of-the-industrial-ai-edge-is-cellular","status":"publish","type":"msr-research-item","link":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/the-future-of-the-industrial-ai-edge-is-cellular\/","title":{"rendered":"The future of the industrial AI edge is cellular"},"content":{"rendered":"

Ensuring reliable and high-bandwidth wireless connectivity and local processing at the edge are crucial enablers for emerging industrial AI applications. In this work, we argue that the recent trends in cellular networking make the technology the ideal connectivity solution for these applications, due to its virtualization and support for open APIs. We foresee the emergence […]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"msr-content-type":[3],"msr-research-highlight":[],"research-area":[13547],"msr-publication-type":[193716],"msr-product-type":[],"msr-focus-area":[],"msr-platform":[],"msr-download-source":[],"msr-locale":[268875],"msr-post-option":[269148,269142],"msr-field-of-study":[246694,252196,248227,247546],"msr-conference":[],"msr-journal":[],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-1117332","msr-research-item","type-msr-research-item","status-publish","hentry","msr-research-area-systems-and-networking","msr-locale-en_us","msr-post-option-approved-for-river","msr-post-option-include-in-river","msr-field-of-study-artificial-intelligence","msr-field-of-study-cellular-network","msr-field-of-study-computer-network","msr-field-of-study-edge-computing"],"msr_publishername":"","msr_edition":"","msr_affiliation":"","msr_published_date":"2025-2-26","msr_host":"","msr_duration":"","msr_version":"","msr_speaker":"","msr_other_contributors":"","msr_booktitle":"","msr_pages_string":"","msr_chapter":"","msr_isbn":"","msr_journal":"","msr_volume":"","msr_number":"","msr_editors":"","msr_series":"","msr_issue":"","msr_organization":"ACM","msr_how_published":"","msr_notes":"","msr_highlight_text":"","msr_release_tracker_id":"","msr_original_fields_of_study":"","msr_download_urls":"","msr_external_url":"","msr_secondary_video_url":"","msr_longbiography":"","msr_microsoftintellectualproperty":1,"msr_main_download":"","msr_publicationurl":"","msr_doi":"","msr_publication_uploader":[{"type":"file","viewUrl":"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/01\/future_industrial_edge.pdf","id":"1123629","title":"future_industrial_edge","label_id":"243109","label":0}],"msr_related_uploader":"","msr_attachments":[{"id":1123629,"url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/01\/future_industrial_edge.pdf"},{"id":1117335,"url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/01\/Future_Enterprise_Edge.pdf"}],"msr-author-ordering":[{"type":"user_nicename","value":"Xenofon Foukas","user_id":39276,"rest_url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/microsoft-research\/v1\/researchers?person=Xenofon Foukas"},{"type":"user_nicename","value":"Bozidar Radunovic","user_id":31286,"rest_url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/microsoft-research\/v1\/researchers?person=Bozidar Radunovic"}],"msr_impact_theme":[],"msr_research_lab":[],"msr_event":[],"msr_group":[1089753],"msr_project":[922440],"publication":[],"video":[],"download":[],"msr_publication_type":"inproceedings","related_content":{"projects":[{"ID":922440,"post_title":"Project Janus: Programmable RAN and Platform","post_name":"programmable-ran-platform","post_type":"msr-project","post_date":"2023-02-24 04:30:21","post_modified":"2025-03-04 02:36:28","post_status":"publish","permalink":"https:\/\/www.microsoft.com\/en-us\/research\/project\/programmable-ran-platform\/","post_excerpt":"Programmable RAN and Platform Check our latest MWC announcements: Check our latest demo videos: Check our open source: Virtualization of telco networks is beginning to happen in Radio Access Networks (RAN), especially regarding Open Radio Access Networks (O-RAN). However, there are some obstacles to this trend. The current O-RAN architecture limits programmability to predefined telemetry and control that an xApp can access through existing, standardized service models which may limit the pace of innovation. 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