{"id":833555,"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":"2025-03-19T18:24:10","modified_gmt":"2025-03-19T18:24:10","slug":"intelligent-5g-l2-mac-scheduler","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/no-no\/insights\/research-library\/intelligent-5g-l2-mac-scheduler\/","title":{"rendered":"Intelligent 5g l2 mac scheduler"},"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=\"5G\" 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\">Intelligent 5g l2 mac scheduler<\/h1><\/div><h2 class=\"reasearchInsightTitle\">Powered by Capgemini NetAnticipate 5G on Intel Architecture<\/h2><div class=\"inner-row-insight download-btn\"><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para undefined section section--intro\"><div class=\"intro-para\"><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\/no-no\/insights\/research-library\/intelligent-5g-l2-mac-scheduler\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><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\/no-no\/insights\/research-library\/intelligent-5g-l2-mac-scheduler\/&amp;text=Intelligent 5g l2 mac scheduler\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><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\/shareArticle?url=https:\/\/www.capgemini.com\/no-no\/insights\/research-library\/intelligent-5g-l2-mac-scheduler\/&amp;text=Intelligent 5g l2 mac scheduler\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><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\"><h2 class=\"intro-para-title\">Capgemini Engineering along with it\u2019s 5G partner ecosystem, has developed a cognitive 5G Medium Access Control (MAC), which is the fi rst in a series of activities planned as part of Capgemini\u2019s Project Marconi.<sub><br><\/sub><\/h2><\/div><\/div><\/div><\/div><\/section>\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\"><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<p>Project Marconi includes a series of innovations targeted towards realizing cognitive capabilities as part of Intelligent RAN Controller nodes. It utilizes Capgemini 5G ORAN RIC platform named RATIO along with Intel Flex RAN 5G Layer 1 implementation. The key idea is to enhance network performance in terms of spectral effi ciency, quality of service (QoS), and network resource utilization. The Marconi team demonstrated an approximate 15% improvement in network performance with intelligent 5G MAC scheduler and near-real-time on the RIC platform. NetAnticipate5G, along with Intel\u2019s Analytics Zoo, running on Intel\u00ae Xeon\u00ae scalable processors, not only improved AI accuracy by 55% but also helped in reducing AI inference time to less than 1 msec (~ 0.56 msec). This combination of AI enablers provided over 41% improvement[1] in inference time , which is one of the critical requirement for such ultra-low latency and heighly reliable machine learning (ML) based solutions.<\/p>\n\n\n\n<p>Capgemini Engineering is part of these alliances and is developing RIC platform enablers. We off er our awardwinning NetAnticipate5G framework that introduces AI as part of the RIC to support autonomous intelligent operations. Also, RATIO is a Capgemini Engineering RIC platform based on O-RAN Alliance specifi cations for developing a disaggregated intelligent RAN controller.<\/p>\n\n\n\n<p>By introducing ML-infused Link adaptation, we observed gains in the spectral effi ciency of the order of 15% that resulted in cell throughput gain of 11.76%. Also, Project Marconi demonstrated that ML could be deployed for intelligent decision-making as part of RAN Layer 2 timecritical functions, on standard Intel\u00ae Xeon\u00ae processors, without introducing additional hardware requirement for CSPs.These are promising results for CSPs that could help them enhance the user service experience and reduce churn while improving radio resource utilization.<\/p>\n\n\n\n<p>This instills confi dence in the Project Marconi team to continue with the research and introduce ML to infuse intelligence and enhance the performance of multi-user MIMO and massive MIMO scheduling functions.<\/p>\n\n\n\n<p>Our plan now is to showcase our initiatives through the O-RAN Alliance and work with the community to add these concepts and their implementation approach to the O-RAN specifi cations Work Group items.<\/p>\n\n\n\n<p><strong>Please fill up the form to download the whitepaper<\/strong><\/p>\n\n\n\n<div class=\"wp-block-cg-blocks-autocloud-form undefined autocloudform\"><div class=\"section--autoCloud-form\"><div class=\"wrapperAutoCloudSection\" id=\"linkToForm\"><div class=\"container\"><div class=\"row\"><div class=\"col-md-12 col-lg-6 left-img align-self-center escaper-left\"><\/div><div class=\"  col-md-12\"><div class=\"autoCloudForm\">\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_833554_2872331441\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\n\t\t\t\t<div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_833542_1766_3960051435\" name=\"_mf_833542_1766\" placeholder=\"First Name\" required \/><label for=\"_mf_833542_1766_3960051435\" class=\"form-label\">First Name <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">First Name is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_833542_8165_1460208144\" name=\"_mf_833542_8165\" placeholder=\"Last Name\" required \/><label for=\"_mf_833542_8165_1460208144\" class=\"form-label\">Last Name <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Last Name is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_833542_9772_22007107\" name=\"_mf_833542_9772\" placeholder=\"Company\" required \/><label for=\"_mf_833542_9772_22007107\" class=\"form-label\">Company <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Company is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"email\" class=\"form-control\" id=\"_mf_833542_872_2285894979\" name=\"_mf_833542_872\" placeholder=\"Email\" required \/><label for=\"_mf_833542_872_2285894979\" class=\"form-label\">Email <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Email is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_833542_544_2618191097\" name=\"_mf_833542_544\" placeholder=\"Job Title\" required \/><label for=\"_mf_833542_544_2618191097\" class=\"form-label\">Job Title <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Job Title is not valid.<\/div><\/div><div class=\"mf-field-wrapper  col-sm-12\">\n\t\t<div class=\"form-check checkbox-controls\">\n\n\t\t\t<input type=\"checkbox\" id=\"_mf_833542_1723_3266202389\" class=\"form-check-input\"\n\t\t\t\tname=\"_mf_833542_1723[]\"\n\t\t\t\tvalue=\"1\"\n\t\t\t\trequired\n\t\t\t>\n\n\t\t\t<label for=\"_mf_833542_1723_3266202389\" class=\"form-check-label consent-text\">\n\t\t\t\tI agree to Capgemini collecting and processing my personal data to allow me to receive information on Capgemini services. 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