{"id":36984,"date":"2025-12-15T14:33:27","date_gmt":"2025-12-15T13:33:27","guid":{"rendered":"https:\/\/ggba.swiss\/epfl-spin-off-anyway-systems-challenges-the-need-for-large-data-centers-in-ai\/"},"modified":"2025-12-15T14:37:49","modified_gmt":"2025-12-15T13:37:49","slug":"anyway-systems-remet-en-question-le-besoin-de-grands-centres-de-donnees-pour-lia","status":"publish","type":"post","link":"https:\/\/ggba.swiss\/fr\/anyway-systems-remet-en-question-le-besoin-de-grands-centres-de-donnees-pour-lia\/","title":{"rendered":"Anyway Systems remet en question le besoin de grands centres de donn\u00e9es pour l\u2019IA"},"content":{"rendered":"\n

Des chercheurs de l\u2019EPFL<\/a> ont mis au point un nouveau logiciel susceptible de r\u00e9duire significativement la d\u00e9pendance aux grands centres de donn\u00e9es cloud pour l\u2019intelligence artificielle, ouvrant de nouvelles perspectives en mati\u00e8re de protection des donn\u00e9es, de souverainet\u00e9 de l\u2019IA et de durabilit\u00e9. Cette technologie, d\u00e9sormais port\u00e9e par une spin-off baptis\u00e9e Anyway Systems<\/a>, permet aux organisations d\u2019ex\u00e9cuter des mod\u00e8les d\u2019IA performants localement, sans transf\u00e9rer leurs donn\u00e9es vers des fournisseurs cloud tiers.<\/p>\n\n\n\n

Aujourd\u2019hui, la majorit\u00e9 des applications d\u2019IA reposent sur des infrastructures cloud. Lorsqu\u2019un utilisateur soumet une requ\u00eate, les donn\u00e9es sont envoy\u00e9es vers des serveurs distants o\u00f9 l\u2019IA effectue l\u2019inf\u00e9rence avant de renvoyer un r\u00e9sultat. Si ce mod\u00e8le s\u2019est impos\u00e9 pour son efficacit\u00e9, il concentre toutefois la puissance de calcul entre les mains de quelques grands acteurs technologiques et soul\u00e8ve des questions li\u00e9es \u00e0 la confidentialit\u00e9, au contr\u00f4le des donn\u00e9es sensibles, \u00e0 la consommation \u00e9nerg\u00e9tique et \u00e0 la souverainet\u00e9 nationale.<\/p>\n\n\n\n

D\u00e9velopp\u00e9 au sein du Distributed Computing Laboratory (DCL<\/a>) de l\u2019EPFL par les chercheurs Gauthier Voron, Geovani Rizk et le professeur Rachid Guerraoui, Anyway Systems propose une approche alternative. Le logiciel permet de t\u00e9l\u00e9charger des mod\u00e8les d\u2019IA open source et de les d\u00e9ployer sur des r\u00e9seaux locaux en coordonnant plusieurs machines au sein d\u2019un cluster informatique sur site. Gr\u00e2ce \u00e0 des techniques d\u2019auto-stabilisation, le syst\u00e8me optimise l\u2019utilisation du mat\u00e9riel disponible tout en garantissant robustesse et fiabilit\u00e9, sans recourir \u00e0 des centres de donn\u00e9es centralis\u00e9s.<\/p>\n\n\n\n

Protection des donn\u00e9es, souverainet\u00e9 et durabilit\u00e9<\/h4>\n\n\n\n

Selon l\u2019EPFL, des mod\u00e8les de langage de grande taille peuvent \u00eatre d\u00e9ploy\u00e9s sur un nombre limit\u00e9 de machines standards \u00e9quip\u00e9es de GPU courants, pour un co\u00fbt bien inf\u00e9rieur \u00e0 celui des infrastructures sp\u00e9cialis\u00e9es habituellement requises pour l\u2019IA. L\u2019installation peut \u00eatre r\u00e9alis\u00e9e en moins d\u2019une heure, avec l\u2019assurance que les donn\u00e9es restent confin\u00e9es au r\u00e9seau local, garantissant ainsi confidentialit\u00e9 et souverainet\u00e9 des donn\u00e9es.<\/p>\n\n\n\n

Les enjeux d\u00e9passent la seule question de la s\u00e9curit\u00e9. L\u2019inf\u00e9rence en IA repr\u00e9senterait jusqu\u2019\u00e0 90% de la puissance de calcul li\u00e9e \u00e0 l\u2019intelligence artificielle, contribuant \u00e0 l\u2019essor rapide de centres de donn\u00e9es tr\u00e8s \u00e9nergivores. En permettant une inf\u00e9rence distribu\u00e9e et locale, Anyway Systems pourrait r\u00e9duire l\u2019empreinte environnementale des d\u00e9ploiements d\u2019IA tout en conservant une pr\u00e9cision \u00e9lev\u00e9e, au prix de compromis limit\u00e9s en termes de temps de r\u00e9ponse.<\/p>\n\n\n\n

Cette technologie s\u2019appuie sur plusieurs ann\u00e9es de recherche en syst\u00e8mes distribu\u00e9s, tol\u00e9rance aux pannes et optimisation men\u00e9es \u00e0 l\u2019EPFL, avec des origines dans des travaux ant\u00e9rieurs sur la blockchain et le calcul d\u00e9centralis\u00e9. R\u00e9cemment, Anyway Systems a \u00e9t\u00e9 s\u00e9lectionn\u00e9e parmi les six premiers b\u00e9n\u00e9ficiaires du programme Startup Launchpad AI Track<\/a>, soutenu par UBS, afin d\u2019accompagner son passage de la recherche au march\u00e9.<\/p>\n","protected":false},"excerpt":{"rendered":"

Des chercheurs de l\u2019EPFL ont d\u00e9velopp\u00e9 un nouveau logiciel d\u2019IA distribu\u00e9e permettant d\u2019ex\u00e9cuter localement des mod\u00e8les de langage puissants, remettant en cause la domination des centres de donn\u00e9es cloud tout en renfor\u00e7ant la protection des donn\u00e9es, la souverainet\u00e9 num\u00e9rique et la durabilit\u00e9.<\/p>\n","protected":false},"author":6,"featured_media":36981,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"mc4wp_mailchimp_campaign":[],"footnotes":""},"categories":[845],"tags":[1179,1152,1162,1137,1184,1157,1139],"class_list":["post-36984","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech","tag-artificial-intelligence-fr-2","tag-digital-transformation-fr","tag-education-en-fr","tag-energy-fr-2","tag-infrastructures-fr-2","tag-software-fr-2","tag-sustainability-fr-2"],"acf":[],"yoast_head":"\nAnyway Systems repense l\u2019IA sans centres de donn\u00e9es g\u00e9ants<\/title>\n<meta name=\"description\" content=\"Des chercheurs de l\u2019EPFL ont d\u00e9velopp\u00e9 un nouveau logiciel d\u2019IA distribu\u00e9e permettant d\u2019ex\u00e9cuter localement des mod\u00e8les de langage puissants.\" \/>\n<meta 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