{"id":482208,"date":"2025-07-01T09:00:44","date_gmt":"2025-07-01T07:00:44","guid":{"rendered":"https:\/\/www.ecinews.fr\/?post_type=white_papers&p=482208"},"modified":"2025-06-25T17:58:03","modified_gmt":"2025-06-25T15:58:03","slug":"plus-grand-nest-pas-forcement-mieux-dimensionnement-du-materiel-pour-une-ml-ai-optimale-a-la-peripherie","status":"publish","type":"white_papers","link":"https:\/\/www.ecinews.fr\/fr\/white_papers\/plus-grand-nest-pas-forcement-mieux-dimensionnement-du-materiel-pour-une-ml-ai-optimale-a-la-peripherie\/","title":{"rendered":"Plus grand n’est pas forc\u00e9ment mieux – Dimensionnement du mat\u00e9riel pour une ML\/AI optimale \u00e0 la p\u00e9riph\u00e9rie"},"content":{"rendered":"

L’apprentissage machine (ML) et l’intelligence artificielle (AI, dont le ML peut \u00eatre consid\u00e9r\u00e9 comme un sous-ensemble) ont toujours \u00e9t\u00e9 mis en \u0153uvre sur des plateformes informatiques \u00e0 haute performance et, plus r\u00e9cemment, dans le nuage. Aujourd’hui, cependant, ces deux technologies sont de plus en plus d\u00e9ploy\u00e9es dans des applications o\u00f9 le traitement est effectu\u00e9 \u00e0 proximit\u00e9 de la source de donn\u00e9es. Id\u00e9al pour les appareils IoT, un tel traitement en p\u00e9riph\u00e9rie signifie que moins de donn\u00e9es doivent \u00eatre envoy\u00e9es vers le cloud pour \u00eatre analys\u00e9es. Parmi les avantages, citons l’am\u00e9lioration des performances gr\u00e2ce \u00e0 un temps de latence r\u00e9duit et une meilleure s\u00e9curit\u00e9.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

L’apprentissage machine (ML) et l’intelligence artificielle (AI, dont le ML peut \u00eatre consid\u00e9r\u00e9 comme un sous-ensemble) ont toujours \u00e9t\u00e9 mis en \u0153uvre sur des plateformes informatiques \u00e0 haute performance et, plus r\u00e9cemment, dans le nuage. Aujourd’hui, cependant, ces deux technologies sont de plus en plus d\u00e9ploy\u00e9es dans des applications o\u00f9 le traitement est effectu\u00e9 \u00e0 […]<\/p>\n","protected":false},"featured_media":482209,"template":"","tags":[],"company":[856],"wp_category":[],"ppma_author":[6113],"class_list":["post-482208","white_papers","type-white_papers","status-publish","has-post-thumbnail","hentry","company-microchip-technology"],"acf":[],"yoast_head":"<\/title>\n<meta name=\"description\" content=\"L’apprentissage machine (ML) et l’intelligence artificielle (AI, dont le ML peut \u00eatre consid\u00e9r\u00e9 comme un sous-ensemble) ont toujours \u00e9t\u00e9 mis...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.ecinews.fr\/fr\/wp-json\/wp\/v2\/white_papers\/482208\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Plus grand n'est pas forc\u00e9ment mieux - Dimensionnement du mat\u00e9riel pour une ML\/AI optimale \u00e0 la p\u00e9riph\u00e9rie\" \/>\n<meta property=\"og:description\" content=\"L’apprentissage machine (ML) et l’intelligence artificielle (AI, dont le ML peut \u00eatre consid\u00e9r\u00e9 comme un sous-ensemble) ont toujours \u00e9t\u00e9 mis en \u0153uvre sur des plateformes informatiques \u00e0 haute performance et, plus r\u00e9cemment, dans le nuage. Aujourd’hui, cependant, ces deux technologies sont de plus en plus d\u00e9ploy\u00e9es dans des applications o\u00f9 le traitement est effectu\u00e9 \u00e0 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ecinews.fr\/fr\/wp-json\/wp\/v2\/white_papers\/482208\/\" \/>\n<meta property=\"og:site_name\" content=\"EENewsEurope\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-25T15:58:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.ecinews.fr\/wp-content\/uploads\/2025\/06\/ECI4947-MCA1040-FR-AI_ML_Bigger-Might-Not-Be-Better_FINAL-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1080\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.ecinews.fr\/fr\/white_papers\/plus-grand-nest-pas-forcement-mieux-dimensionnement-du-materiel-pour-une-ml-ai-optimale-a-la-peripherie\/\",\"url\":\"https:\/\/www.ecinews.fr\/fr\/white_papers\/plus-grand-nest-pas-forcement-mieux-dimensionnement-du-materiel-pour-une-ml-ai-optimale-a-la-peripherie\/\",\"name\":\"Plus grand n'est pas forc\u00e9ment mieux - Dimensionnement du mat\u00e9riel pour une ML\/AI optimale \u00e0 la p\u00e9riph\u00e9rie -\",\"isPartOf\":{\"@id\":\"https:\/\/www.ecinews.fr\/fr\/#website\"},\"datePublished\":\"2025-07-01T07:00:44+00:00\",\"dateModified\":\"2025-06-25T15:58:03+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.ecinews.fr\/fr\/white_papers\/plus-grand-nest-pas-forcement-mieux-dimensionnement-du-materiel-pour-une-ml-ai-optimale-a-la-peripherie\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.ecinews.fr\/fr\/white_papers\/plus-grand-nest-pas-forcement-mieux-dimensionnement-du-materiel-pour-une-ml-ai-optimale-a-la-peripherie\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.ecinews.fr\/fr\/white_papers\/plus-grand-nest-pas-forcement-mieux-dimensionnement-du-materiel-pour-une-ml-ai-optimale-a-la-peripherie\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.ecinews.fr\/fr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Plus grand n’est pas forc\u00e9ment mieux – Dimensionnement du mat\u00e9riel pour une ML\/AI optimale \u00e0 la p\u00e9riph\u00e9rie\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.ecinews.fr\/fr\/#website\",\"url\":\"https:\/\/www.ecinews.fr\/fr\/\",\"name\":\"EENewsEurope\",\"description\":\"Just another WordPress site\",\"publisher\":{\"@id\":\"https:\/\/www.ecinews.fr\/fr\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.ecinews.fr\/fr\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.ecinews.fr\/fr\/#organization\",\"name\":\"EENewsEurope\",\"url\":\"https:\/\/www.ecinews.fr\/fr\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/www.ecinews.fr\/fr\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.ecinews.fr\/wp-content\/uploads\/2022\/02\/logo-1.jpg\",\"contentUrl\":\"https:\/\/www.ecinews.fr\/wp-content\/uploads\/2022\/02\/logo-1.jpg\",\"width\":283,\"height\":113,\"caption\":\"EENewsEurope\"},\"image\":{\"@id\":\"https:\/\/www.ecinews.fr\/fr\/#\/schema\/logo\/image\/\"}}]}<\/script>","yoast_head_json":{"title":"Plus grand n'est pas forc\u00e9ment mieux - Dimensionnement du mat?...","description":"L’apprentissage machine (ML) et l’intelligence artificielle (AI, dont le ML peut \u00eatre consid\u00e9r\u00e9 comme un sous-ensemble) ont toujours \u00e9t\u00e9 mis...","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.ecinews.fr\/fr\/wp-json\/wp\/v2\/white_papers\/482208\/","og_locale":"fr_FR","og_type":"article","og_title":"Plus grand n'est pas forc\u00e9ment mieux - Dimensionnement du mat\u00e9riel pour une ML\/AI optimale \u00e0 la p\u00e9riph\u00e9rie","og_description":"L’apprentissage machine (ML) et l’intelligence artificielle (AI, dont le ML peut \u00eatre consid\u00e9r\u00e9 comme un sous-ensemble) ont toujours \u00e9t\u00e9 mis en \u0153uvre sur des plateformes informatiques \u00e0 haute performance et, plus r\u00e9cemment, dans le nuage. 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