{"id":892170,"date":"2022-03-13T17:04:00","date_gmt":"2022-03-13T16:04:00","guid":{"rendered":"https:\/\/www.capgemini.com\/?post_type=research-and-insight&#038;p=871384"},"modified":"2025-03-12T03:26:30","modified_gmt":"2025-03-12T03:26:30","slug":"intelligent-5g-l2-mac-scheduler","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/pl-pl\/insights\/biblioteka\/inteligentny-5g-l2-mac-scheduler\/","title":{"rendered":"Inteligentny 5G L2 Macscheduler"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/05\/5G.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/05\/5G.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/05\/5G.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/05\/5G.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/05\/5G.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/05\/5G.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/05\/5G.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/05\/5G.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2021\/05\/5G.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:25% 28.000000000000004%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">5G and Edge<\/span><\/div><\/div><div class=\"brandInfo\"><div class=\"brandLogo\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2020\/assets\/images\/capgemini-engineering.svg\" alt=\"capgemini-engineering\"\/><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Inteligentny 5G L2 Macscheduler<\/h1><\/div><h2 class=\"reasearchInsightTitle\">Oparty na architekturze Intel, wspierany przez Capgemini NetAnticipate 5G<\/h2><div class=\"inner-row-insight download-btn\"><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/pl-pl\/?post_type=research-and-insight&amp;p=892170\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"otwiera si\u0119 w nowym oknie\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-tw\"><a href=\"https:\/\/twitter.com\/intent\/tweet?url=https:\/\/www.capgemini.com\/pl-pl\/?post_type=research-and-insight&amp;p=892170&amp;text=Intelligent%205g%20l2%20mac%20scheduler\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"otwiera si\u0119 w nowym oknie\"><i aria-hidden=\"true\" class=\"icon-tw\"><\/i><span class=\"sr-only\">Twitter<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/pl-pl\/?post_type=research-and-insight&amp;p=892170&amp;text=Intelligent%205g%20l2%20mac%20scheduler\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"otwiera si\u0119 w nowym oknie\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<h4 class=\"wp-block-heading\" id=\"h-capgemini-engineering-wraz-z-ekosystemem-partnerskim-5g-opracowalo-poznawcze-rozwiazanie-5g-medium-access-control-mac-w-ramach-pierwszego-z-serii-dzialan-zaplanowanych-w-projekcie-marconi-firmy-capgemini\">Capgemini Engineering wraz z ekosystemem partnerskim 5G opracowa\u0142o poznawcze rozwi\u0105zanie 5G Medium Access Control (MAC) w ramach pierwszego z serii dzia\u0142a\u0144 zaplanowanych w projekcie Marconi firmy Capgemini.<\/h4>\n\n\n\n<p>Projekt Marconi obejmuje szereg innowacji ukierunkowanych na realizacj\u0119 zdolno\u015bci poznawczych w ramach w\u0119z\u0142\u00f3w sterownika Intelligent RAN. Wykorzystuje on platform\u0119 Capgemini 5G ORAN RIC o nazwie RATIO wraz z implementacj\u0105 Intel Flex RAN 5G Layer 1. G\u0142\u00f3wn\u0105 ide\u0105 projektu jest zwi\u0119kszenie efektrywno\u015bci sieci w obszarze wydajno\u015bci widmowej, jako\u015bci us\u0142ug (QoS) i wykorzystania zasob\u00f3w sieciowych. Zesp\u00f3\u0142 Marconi zdo\u0142a\u0142 wykaza\u0107 oko\u0142o 15-procentow\u0105 popraw\u0119 wydajno\u015bci sieci dzi\u0119ki inteligentnemu harmonogramowaniu MAC 5G oraz osi\u0105gn\u0105\u0107 czas zbli\u017cony do rzeczywistego na platformie RIC. NetAnticipate5G, wraz z platform\u0105 Intel Analytics Zoo opart\u0105 na procesorach Intel\u00ae Xeon\u00ae, nie tylko poprawi\u0142 dok\u0142adno\u015b\u0107 sztucznej inteligencji o 55%, ale tak\u017ce pozwoli\u0142 skr\u00f3ci\u0107 czas wnioskowania AI do mniej ni\u017c 1 ms (~ 0,56 ms). To po\u0142\u0105czenie czynnik\u00f3w wspomagaj\u0105cych sztuczn\u0105 inteligencj\u0119 zapewni\u0142o ponad 41-procentow\u0105 popraw\u0119[1] czasu wnioskowania, co jest jednym z krytycznych wymaga\u0144 ultraniskich op\u00f3\u017anie\u0144 i wysoce niezawodnych rozwi\u0105za\u0144 opartych na uczeniu maszynowym (ML).<\/p>\n\n\n\n<p>Capgemini Engineering jest cz\u0119\u015bci\u0105 porozumie\u0144 obecnych w tej dziedzinie i rozwija platformy RIC. Oferujemy nasze nagradzane ramy NetAnticipate5G, kt\u00f3re wprowadzaj\u0105 sztuczn\u0105 inteligencj\u0119 do RIC, aby wspiera\u0107 autonomiczne inteligentne operacje. Co wi\u0119cej, RATIO jest platform\u0105 Capgemini Engineering RIC opart\u0105 na specyfikacjach O-RAN Alliance do opracowywania skumolowanego inteligentnego sterownika RAN.<\/p>\n\n\n\n<p>Wprowadzaj\u0105c adaptacj\u0119 \u0142\u0105cza z wykorzystaniem uczenia maszynowego, zaobserwowali\u015bmy wzrost wydajno\u015bci widmowej rz\u0119du 15%, co spowodowa\u0142o przyrost przepustowo\u015bci kom\u00f3rek o 11,76%. Projekt Marconi wykaza\u0142 r\u00f3wnie\u017c, \u017ce technologia ML mo\u017ce zosta\u0107 wdro\u017cona do inteligentnego podejmowania decyzji w ramach funkcji krytycznych czasowo systemu RAN Layer 2, na standardowych procesorach Intel\u00ae Xeon\u00ae, bez wprowadzania dodatkowych wymaga\u0144 sprz\u0119towych dla CSP.<\/p>\n\n\n\n<p>Takie podej\u015bcie zapewni wymagane zaufanie, dzi\u0119ki kt\u00f3remu zesp\u00f3\u0142 projektu b\u0119dzie m\u00f3g\u0142 kontynuowa\u0107 badania, wprowadza\u0107 ML do zada\u0144 infuzji danych analitycznych oraz zwi\u0119ksza\u0107 wydajno\u015b\u0107 planowania wariant\u00f3w multi-user MIMO i massive MIMO.<\/p>\n\n\n\n<p>Naszym planem na tym etapie jest prezentowanie naszych inicjatyw za po\u015brednictwem sojuszu O-RAN i wsp\u00f3\u0142praca ze spo\u0142eczno\u015bci\u0105 w celu dodania tych koncepcji i ich podej\u015bcia do realizacji do element\u00f3w grupy roboczej ds. specyfikacji O-RAN.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":71,"featured_media":892171,"template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"14562093-eecf-4038-96fd-50c76f6260ac\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":true,"cg_dt_link_disabled":false,"footnotes":"","related_resource_url":"","related_resource_id":0,"related_resource_size":"","related_resource_type":"","cg_author":0,"_yoast_wpseo_primary_theme":388,"primary_term":"5G and 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