{"id":4151,"date":"2024-04-23T10:04:41","date_gmt":"2024-04-23T02:04:41","guid":{"rendered":"https:\/\/www.edge-core.com\/download\/enterprise-sonic-distribution-datasheet-by-edgecore-2\/"},"modified":"2026-02-11T09:24:14","modified_gmt":"2026-02-11T01:24:14","slug":"ai-ml-white-paper","status":"publish","type":"wpdmpro","link":"https:\/\/www.edge-core.com\/pt\/download\/ai-ml-white-paper\/","title":{"rendered":"White Paper de IA\/ML"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background fusion-parallax-none nonhundred-percent-fullwidth non-hundred-percent-height-scrolling lazyload fusion-animated\" style=\"--awb-border-sizes-top:0px;--awb-border-sizes-bottom:0px;--awb-border-sizes-left:0px;--awb-border-sizes-right:0px;--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:0x;--awb-padding-right:60px;--awb-padding-bottom:0px;--awb-padding-left:60px;--awb-padding-top-small:16vw;--awb-padding-right-small:15px;--awb-padding-left-small:15px;--awb-margin-top:0px;--awb-margin-bottom:80px;--awb-margin-bottom-medium:145px;--awb-background-size:cover;--awb-flex-wrap:wrap;\" data-bg=\"https:\/\/www.edge-core.com\/wp-content\/uploads\/2024\/04\/bg-whitepaper.jpg\" data-animationtype=\"fadeInLeft\" data-animationduration=\"2.0\" data-animationoffset=\"top-into-view\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1320.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_3_4 3_4 fusion-flex-column\" style=\"--awb-padding-top:115px;--awb-padding-right:85px;--awb-padding-bottom:65px;--awb-padding-left:85px;--awb-padding-top-small:25px;--awb-padding-right-small:25px;--awb-padding-bottom-small:25px;--awb-padding-left-small:25px;--awb-bg-image:linear-gradient(180deg, rgba(26,26,26,0.51) 27%,var(--awb-color8) 70%);--awb-bg-size:cover;--awb-width-large:75%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.56%;--awb-margin-bottom-large:-65px;--awb-spacing-left-large:2.56%;--awb-width-medium:75%;--awb-order-medium:0;--awb-spacing-right-medium:2.56%;--awb-spacing-left-medium:2.56%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-highlight fusion-animate-loop fusion-highlight-underline_zigzag fusion-title-size-three\" style=\"--awb-text-color:var(--awb-color1);--awb-highlight-color:var(--awb-color2);--awb-margin-top:0px;--awb-margin-bottom:15px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;\" data-highlight=\"underline_zigzag\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\"><span class=\"fusion-highlighted-text-prefix\"><\/span> <span class=\"fusion-highlighted-text-wrapper\"><span class=\"fusion-highlighted-text\">Livro Branco<\/span><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 500 150\" preserveaspectratio=\"none\"><path d=\"M6.1,133.6c0,0,173.4-20.6,328.3-14.5c154.8,6.1,162.2,8.7,162.2,8.7s-262.6-4.9-339.2,13.9 c0,0,113.8-6.1,162.9,6.9\"><\/path><\/svg><\/span> <span class=\"fusion-highlighted-text-postfix\"><\/span><\/h3><\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-five\" style=\"--awb-text-color:var(--awb-color1);--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;\"><h5 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">White Paper de IA\/ML<\/h5><\/div><div style=\"text-align:left;\"><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-1 fusion-button-default-span fusion-has-button-gradient\" style=\"--awb-margin-top:10px;--awb-padding-top:5px;--awb-padding-right:25px;--awb-padding-bottom:5px;--awb-padding-left:25px;--button_accent_color:var(--awb-custom_color_2);--button_border_color:var(--awb-color2);--button_accent_hover_color:var(--awb-color1);--button_border_hover_color:var(--awb-color4);--button_border_width-top:0px;--button_border_width-right:0px;--button_border_width-bottom:0px;--button_border_width-left:0px;--button_gradient_angle:110deg;--button_gradient_top_color:rgba(255,255,255,0.5);--button_gradient_bottom_color:rgba(240,240,240,0.5);--button_gradient_top_color_hover:hsla(var(--awb-color5-h),calc(var(--awb-color5-s) - 5%),calc(var(--awb-color5-l) - 10%),var(--awb-color5-a));--button_gradient_bottom_color_hover:hsla(var(--awb-color5-h),calc(var(--awb-color5-s) - 5%),calc(var(--awb-color5-l) - 10%),var(--awb-color5-a));--button_font_size:16px;\" target=\"_self\" data-hover=\"icon_slide\" href=\"\/pt\/white-paper\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Voltar<\/span><i class=\"fa-chevron-circle-left fas awb-button__icon awb-button__icon--default button-icon-right\" aria-hidden=\"true\"><\/i><\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-margin-top:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1320.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"--awb-max-width:100%;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\"fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" width=\"626\" height=\"878\" title=\"WH-AI-ML\" src=\"https:\/\/www.edge-core.com\/wp-content\/uploads\/2024\/04\/WH-AI-ML.png\" data-orig-src=\"https:\/\/www.edge-core.com\/wp-content\/uploads\/2024\/04\/WH-AI-ML.png\" alt class=\"lazyload img-responsive wp-image-4150\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27626%27%20height%3D%27878%27%20viewBox%3D%270%200%20626%20878%27%3E%3Crect%20width%3D%27626%27%20height%3D%27878%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.edge-core.com\/wp-content\/uploads\/2024\/04\/WH-AI-ML-200x281.png 200w, https:\/\/www.edge-core.com\/wp-content\/uploads\/2024\/04\/WH-AI-ML-400x561.png 400w, https:\/\/www.edge-core.com\/wp-content\/uploads\/2024\/04\/WH-AI-ML-600x842.png 600w, https:\/\/www.edge-core.com\/wp-content\/uploads\/2024\/04\/WH-AI-ML.png 626w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 400px\" \/><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_2_3 2_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:66.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.88%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.88%;--awb-width-medium:66.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:2.88%;--awb-spacing-left-medium:2.88%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p><strong>Sua rede \u00e9 o gargalo do seu cluster de IA\/ML?<\/strong><\/p>\n<p>\u00c0 medida que os data centers escalam rapidamente para acomodar redes neurais distribu\u00eddas, as arquiteturas de rede tradicionais muitas vezes n\u00e3o conseguem atender \u00e0s exig\u00eancias rigorosas de &quot;fluxos gigantescos&quot; e computa\u00e7\u00e3o paralela. A diferen\u00e7a entre um treinamento interrompido e uma implanta\u00e7\u00e3o bem-sucedida geralmente reside na efici\u00eancia do protocolo de transporte.<\/p>\n<p>Este documento t\u00e9cnico, <strong>\"&quot;Contexto de redes de IA\/ML,&quot;\"<\/strong> Este documento fornece um guia completo para otimizar ambientes de computa\u00e7\u00e3o de alto desempenho usando RDMA sobre Ethernet Convergida (RoCEv2). Ao contr\u00e1rio das pilhas TCP\/IP tradicionais que sobrecarregam a CPU com c\u00f3pias excessivas de buffer, a tecnologia RDMA aproveita os recursos de &quot;C\u00f3pia Zero&quot; e &quot;Desvio do Sistema Operacional&quot; para permitir o acesso direto \u00e0 mem\u00f3ria, reduzindo significativamente a lat\u00eancia e a sobrecarga da CPU.<\/p>\n<p>L\u00e1 dentro, voc\u00ea descobrir\u00e1:<\/p>\n<ul>\n<li><strong>A vantagem do RoCEv2<\/strong>Por que o RoCEv2 oferece uma alternativa mais escal\u00e1vel e econ\u00f4mica ao InfiniBand sem sacrificar a capacidade de roteamento ou o desempenho?.<\/li>\n<li><strong>Obtendo Ethernet sem perdas<\/strong>Uma an\u00e1lise detalhada da configura\u00e7\u00e3o do Controle de Fluxo Priorit\u00e1rio (PFC) para evitar a perda de pacotes durante rajadas.<\/li>\n<li><strong>Gest\u00e3o de congestionamento<\/strong>Como implementar a Notifica\u00e7\u00e3o Expl\u00edcita de Congestionamento (ECN) juntamente com o PFC para limitar dinamicamente as velocidades de transmiss\u00e3o antes que ocorram gargalos.<\/li>\n<\/ul>\n<p>Baixe o relat\u00f3rio completo para aprender como otimizar sua rede para o alto rendimento e a baixa lat\u00eancia exigidos pelas cargas de trabalho de IA modernas.<\/p>\n<\/div><div style=\"text-align:left;\"><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-2 fusion-button-default-span\" style=\"--awb-margin-top:60px;--awb-margin-bottom:10px;--awb-padding-top:16px;--awb-padding-right:18vw;--awb-padding-bottom:16px;--awb-padding-left:18vw;--button_bevel_color_hover:var(--awb-color4);--button_accent_color:var(--awb-color1);--button_accent_hover_color:var(--awb-color1);--button_border_hover_color:var(--awb-color1);--button_border_width-top:0px;--button_border_width-right:0px;--button_border_width-bottom:0px;--button_border_width-left:0px;--button_gradient_top_color:var(--awb-color7);--button_gradient_bottom_color:var(--awb-color7);--button_gradient_top_color_hover:var(--awb-color8);--button_gradient_bottom_color_hover:var(--awb-color8);--button_text_transform:var(--awb-typography3-text-transform);--button_font_size:var(--awb-typography3-font-size);--button_line_height:var(--awb-typography3-line-height);--button_typography-letter-spacing:var(--awb-typography3-letter-spacing);--button_typography-font-family:var(--awb-typography3-font-family);--button_typography-font-weight:var(--awb-typography3-font-weight);--button_typography-font-style:var(--awb-typography3-font-style);\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/hs.edge-core.com\/ai\/ml-white-paper-download-page\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">DOWNLOAD<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/p>","protected":false},"excerpt":{"rendered":"<p>Otimize clusters de IA\/ML com RoCEv2. Descubra como RDMA, PFC e ECN proporcionam redes Ethernet de alta taxa de transfer\u00eancia e sem perdas, reduzindo a sobrecarga da CPU e os custos de infraestrutura neste guia t\u00e9cnico.<\/p>","protected":false},"author":1,"featured_media":4150,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"__wpdm_changelog":[]},"wpdmcategory":[],"wpdmtag":[525],"class_list":["post-4151","wpdmpro","type-wpdmpro","status-publish","has-post-thumbnail","hentry","wpdmtag-whitepaper"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.edge-core.com\/pt\/wp-json\/wp\/v2\/wpdmpro\/4151","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.edge-core.com\/pt\/wp-json\/wp\/v2\/wpdmpro"}],"about":[{"href":"https:\/\/www.edge-core.com\/pt\/wp-json\/wp\/v2\/types\/wpdmpro"}],"author":[{"embeddable":true,"href":"https:\/\/www.edge-core.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.edge-core.com\/pt\/wp-json\/wp\/v2\/comments?post=4151"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.edge-core.com\/pt\/wp-json\/wp\/v2\/media\/4150"}],"wp:attachment":[{"href":"https:\/\/www.edge-core.com\/pt\/wp-json\/wp\/v2\/media?parent=4151"}],"wp:term":[{"taxonomy":"wpdmcategory","embeddable":true,"href":"https:\/\/www.edge-core.com\/pt\/wp-json\/wp\/v2\/wpdmcategory?post=4151"},{"taxonomy":"wpdmtag","embeddable":true,"href":"https:\/\/www.edge-core.com\/pt\/wp-json\/wp\/v2\/wpdmtag?post=4151"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}