{"id":129,"date":"2020-05-07T18:38:00","date_gmt":"2020-05-07T22:38:00","guid":{"rendered":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/?p=129"},"modified":"2026-03-26T15:59:06","modified_gmt":"2026-03-26T19:59:06","slug":"semiengineering-inference-moves-to-the-network","status":"publish","type":"post","link":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/2020\/05\/07\/semiengineering-inference-moves-to-the-network\/","title":{"rendered":"SemiEngineering: Inference Moves To The Network"},"content":{"rendered":"\n<p>Excerpt from article: \u201c<a href=\"https:\/\/semiengineering.com\/inference-moves-to-the-network\/\" target=\"_blank\" rel=\"noreferrer noopener\">Inference Moves To The Network<\/a>\u201d<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>Interviews with different players reveal three distinct categories of inference between the cloud and the edge. Those are:<\/p><p>-Inference done for the sake of the network itself;<\/p><p>-Offloading inference from an edge device to a smartphone; and<\/p><p>-Providing inference as a service for other applications somewhere within the network.<\/p><p>Network operation has become increasingly complex as operators try to maximize the utilization of their bandwidth and live up to their quality-of-service (QoS) agreements and security obligations. \u201cThe use of AI in improving infrastructure is huge,\u201d said Anoop Saha, market development manager at <a href=\"https:\/\/semiengineering.com\/entities\/mentor-a-siemens-business\/\" target=\"_blank\" rel=\"noreferrer noopener\">Siemens EDA<\/a>. This is particularly true in the case of the new 5G networks being rolled out. Advanced 5G capabilities require significant predictive analytics, like determining where to focus a beam using the new massive MIMO capabilities. Server chips capable of inference are starting to appear in base stations.<\/p><\/blockquote>\n\n\n\n<p>Read the entire article on <a href=\"https:\/\/semiengineering.com\/inference-moves-to-the-network\/\" target=\"_blank\" rel=\"noreferrer noopener\">SemiEngineering<\/a> originally published on May 7th, 2020.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Excerpt from article: \u201cInference Moves To The Network\u201d Interviews with different players reveal three distinct categories of inference between the&#8230;<\/p>\n","protected":false},"author":77876,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"spanish_translation":"","french_translation":"","german_translation":"","italian_translation":"","polish_translation":"","japanese_translation":"","chinese_translation":"","footnotes":""},"categories":[1],"tags":[370,302,369],"industry":[],"product":[],"coauthors":[349],"class_list":["post-129","post","type-post","status-publish","format-standard","hentry","category-news","tag-inference","tag-machine-learning","tag-network"],"_links":{"self":[{"href":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/wp-json\/wp\/v2\/posts\/129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/wp-json\/wp\/v2\/users\/77876"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/wp-json\/wp\/v2\/comments?post=129"}],"version-history":[{"count":1,"href":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/wp-json\/wp\/v2\/posts\/129\/revisions"}],"predecessor-version":[{"id":130,"href":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/wp-json\/wp\/v2\/posts\/129\/revisions\/130"}],"wp:attachment":[{"href":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/wp-json\/wp\/v2\/media?parent=129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/wp-json\/wp\/v2\/categories?post=129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/wp-json\/wp\/v2\/tags?post=129"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/wp-json\/wp\/v2\/industry?post=129"},{"taxonomy":"product","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/wp-json\/wp\/v2\/product?post=129"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/hlsdesign-verification\/wp-json\/wp\/v2\/coauthors?post=129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}