{"id":12218,"date":"2025-01-17T13:40:46","date_gmt":"2025-01-17T05:40:46","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=12218"},"modified":"2026-03-10T16:37:48","modified_gmt":"2026-03-10T08:37:48","slug":"smart_manufacturing_solutions","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/ko\/smart_manufacturing_solutions","title":{"rendered":"AIoT\uc640 \ub514\uc9c0\ud138 \ud2b8\uc708: \uc2a4\ub9c8\ud2b8 \uc81c\uc870 AI-Stack\uc758 \ud601\uc2e0\uc801 \uc801\uc6a9"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>\uc0ac\uc5c5\uc801 \uacfc\uc81c<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc81c\uc870\uc5c5\uc774 AI \uae30\uc220\uc744 \ub3c4\uc785\ud55c \ub514\uc9c0\ud138 \uc804\ud658 \uacfc\uc815\uc5d0\uc11c \uc9c1\uba74\ud558\ub294 \ud575\uc2ec \uacfc\uc81c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\uc9c0\uc5f0 \ubc0f \ub370\uc774\ud130 \uc804\uc1a1 \ubb38\uc81c: AI \ud6c8\ub828 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c \uace0\uc8fc\ud30c \ub370\uc774\ud130 \ucc98\ub9ac\ub294 \ube60\ub978 \uc5f0\uc0b0\uc744 \ud544\uc694\ub85c \ud558\uba70, VLM\uc758 \uc2e4\uc2dc\uac04 \ud488\uc9c8 \uac80\uc0ac\uc640 AIoT \ud074\ub77c\uc6b0\ub4dc \ucc98\ub9ac\ub294 \uc800\uc9c0\uc5f0 \ubc0f \uace0\ub300\uc5ed\ud3ed \uc804\uc1a1\uc5d0 \uc758\uc874\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ubcf4\uc548\uacfc \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638: \ub370\uc774\ud130 \ucc98\ub9ac \uacfc\uc815\uc740 \ud2b9\ud788 NIS2 \ubc0f IEC 62443\uacfc \uac19\uc740 \uc0b0\uc5c5 \uaddc\uc815 \ud558\uc5d0\uc11c \ub370\uc774\ud130 \uc720\ucd9c \uc704\ud5d8\uc744 \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ud1b5\ud569\uc131\uacfc \uc720\uc5f0\uc131: \uba38\uc2e0 \ube44\uc804, AMR, QSR \ub4f1 \ub2e4\uc591\ud55c \uc2dc\ub098\ub9ac\uc624\uc758 AI \ubaa8\ub378\uc740 \uae30\uc874 \uc2dc\uc2a4\ud15c\uacfc \ud611\uc5c5\ud574\uc57c \ud558\uba70, \uc131\ub2a5\uacfc \uc790\uc6d0 \uc694\uad6c\uc0ac\ud56d\uc744 \uade0\ud615 \uc788\uac8c \uc870\uc815\ud558\uae30 \uc704\ud574 \ucd5c\uc801\uc758 \ud558\ub4dc\uc6e8\uc5b4 \uc544\ud0a4\ud14d\ucc98\ub97c \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ube44\uc6a9 \ubc0f \uc790\uc6d0 \ucd5c\uc801\ud654: \uc5e3\uc9c0 AI\ub294 \ud558\ub4dc\uc6e8\uc5b4 \uc694\uad6c\uc0ac\ud56d \uc99d\uac00\ub85c \uc778\ud504\ub77c \ube44\uc6a9\uacfc \uc5d0\ub108\uc9c0 \uc18c\ube44\ub97c \ub192\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc0dd\uc0b0 \uc608\uce21\uc131: \ub514\uc9c0\ud138 \ud2b8\uc708\uacfc AIoT \ud1b5\ud569\uc744 \ud1b5\ud55c \uc608\uce21 \uc720\uc9c0\ubcf4\uc218\ub294 \uc790\ub3d9\ud654 \uc0dd\uc0b0\uc758 \uac00\ub3d9 \uc911\ub2e8 \uc2dc\uac04\uc744 \ucd94\uac00\ub85c \uc904\uc774\uae30 \uc704\ud574 \uac1c\uc120\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uc194\ub8e8\uc158 \uac1c\uc694<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc81c\uc870\ub41c \ubb3c\uc9c8 \uc138\uacc4\ub294 \ub514\uc9c0\ud138 \uc815\ubcf4\ubcf4\ub2e4 \uc218 \ubc30 \uc774\uc0c1 \ubcf5\uc7a1\ud569\ub2c8\ub2e4. AI\ub97c \ubb3c\ub9ac\uc801 \uc138\uacc4\uc5d0 \ub3c4\uc785\ud558\ub824\uba74 \uc0dd\uc0b0 \uacfc\uc815\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \uac01 \ub2e8\uacc4\uc758 \ubc29\ub300\ud55c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \ubd84\ud560\ud55c \ud6c4, \uc5ec\ub7ec \ucc28\ub840\uc758 \uc2dc\ubbac\ub808\uc774\uc158 \ud14c\uc2a4\ud2b8\ub97c \uac70\uccd0 \uac00\uc0c1 \uacf5\uc7a5\uc5d0\uc11c \uc0dd\uc0b0 \uacf5\uc815 \uacc4\ud68d\uc744 \ubaa8\uc758 \uc2e4\ud589\ud574\uc57c \ud569\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uc0dd\uc0b0 \ub370\uc774\ud130\ub97c AI \ubaa8\ub378\uc5d0 \ud53c\ub4dc\ubc31\ud558\uc5ec \uc989\uac01\uc801\uc778 \ubc18\uc601\uc744 \uc2e4\ud604\ud568\uc73c\ub85c\uc368 AI \uc801\uc6a9\uc744 \uac15\ud654\ud558\uace0 \uc2e4\uc81c \uc801\uc6a9\uc744 \uac00\uc18d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uc2a4\ub9c8\ud2b8 \uc0dd\uc0b0 \uc81c\uc870 \ud658\uacbd\uc5d0\uc11c AI \uc801\uc6a9\uc740 \ub2e4\uc591\ud55c \uc0dd\uc0b0 \uc2dc\ub098\ub9ac\uc624(\uc608: \ubd84\uc0b0\ud615 \uacf5\uc7a5 \uc6b4\uc601 \uc694\uad6c\uc0ac\ud56d \ub610\ub294 \uc2e4\uc2dc\uac04 \uc2dd\ubcc4 \uac10\uc9c0)\uc5d0 \ub300\uc751\ud558\uae30 \uc704\ud574 \uc5e3\uc9c0 \ucef4\ud4e8\ud305(Edge Computing)\uacfc \uacb0\ud569\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc5e3\uc9c0 \ucef4\ud4e8\ud305\uc740 \uc2dc\uc2a4\ud15c \uc548\uc815\uc131\uacfc \uace0\uc131\ub2a5\uc744 \ubcf4\uc7a5\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \ud074\ub77c\uc6b0\ub4dc \ub370\uc774\ud130 \uc5c5\ub85c\ub4dc \uc694\uad6c\ub97c \uc904\uc5ec \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \ubcf4\ud638\ub97c \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uae30\ubc18 \uc2a4\ub9c8\ud2b8 \uc81c\uc870 \uc194\ub8e8\uc158\uc740 AI-Stack \ud575\uc2ec \uae30\uc220 \uae30\ub2a5\uc744 \uacb0\ud569\ud558\uc5ec \uc81c\uc870\uc5c5\uc5d0 \ubaa8\ub378 \ud6c8\ub828\ubd80\ud130 \ubc30\ud3ec\uae4c\uc9c0\uc758 \uc644\uc804\ud55c \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\ube60\ub978 \ubaa8\ub378 \ud6c8\ub828 \ubc0f \ucd5c\uc801\ud654:\n<ul class=\"wp-block-list\">\n<li>AI-Stack\uc758 \uc0ac\uc804 \ud6c8\ub828 \ubaa8\ub378\uacfc \uc790\ub3d9\ud654\ub41c AI \uc6cc\ud06c\ud50c\ub85c\ub294 \ub300\uaddc\ubaa8 \ubaa8\ub378 \ud6c8\ub828\uc744 \uc9c0\uc6d0\ud558\uc5ec \ud6c8\ub828 \uc8fc\uae30\ub97c \ub2e8\ucd95\ud558\uace0 \ubaa8\ub378 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uacb0\ud568 \uac80\uc0ac\uc640 \uac19\uc740 \uba38\uc2e0 \ube44\uc804 \ubaa8\ub378 \ubc0f \uc7a5\ube44 \uc608\uce21 \uc720\uc9c0\ubcf4\uc218 \ubaa8\ub378\uc744 \uc2e0\uc18d\ud558\uac8c \uc0dd\uc131\ud558\uace0 \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\uc5d0\uc9c0 \ucd94\ub860 \ubc0f \ub370\uc774\ud130 \ub3d9\uae30\ud654:\n<ul class=\"wp-block-list\">\n<li>AI-Stack \uc624\ud508\uc18c\uc2a4 \ubaa8\ub4c8\uacfc HPC \uc2e4\uc2dc\uac04 \uc5d0\uc9c0 \ucd94\ub860 \ub2a5\ub825\uc73c\ub85c \uc9c0\uc5f0 \uc2dc\uac04\uc744 \uc904\uc774\uace0 \ub370\uc774\ud130 \ucc98\ub9ac \ud6a8\uc728\uc744 \ub192\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub514\uc9c0\ud138 \ud2b8\uc708 \ubaa8\ub378\uacfc \ud1b5\ud569\ud558\uc5ec \ub2e4\uc591\ud55c \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c \uc2e4\uc2dc\uac04 \uc2dc\ubbac\ub808\uc774\uc158 \ubc0f \uc870\uc815\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\ubaa8\ub4c8\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubc30\ud3ec:\n<ul class=\"wp-block-list\">\n<li>AI-Stack\uc758 \ubaa8\ub4c8\ud615 \uc544\ud0a4\ud14d\ucc98\ub97c \ud65c\uc6a9\ud574 AMR(\uc790\uc728 \uc774\ub3d9 \ub85c\ubd07), \uba38\uc2e0 \ube44\uc804, \uc2a4\ub9c8\ud2b8 \uc0dd\uc0b0 \ub77c\uc778 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc2e0\uc18d\ud558\uac8c \ubc30\ud3ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><a href=\"https:\/\/kubernetes.io\/ko\/\" target=\"_blank\" rel=\"noopener\">Kubernetes<\/a>, <a href=\"https:\/\/slurm.schedmd.com\/\" target=\"_blank\" rel=\"noopener\">Slurm<\/a> \ub4f1 \uae30\uc220\uacfc\uc758 \ud1b5\ud569\uc744 \ud1b5\ud574 AI-Stack\uc740 \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0\uc11c \uc6b4\uc601\ub418\uba70 \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\uc790\ub3d9\ud654\ub41c \uc6b4\uc601 \uad00\ub9ac \ub3c4\uad6c:\n<ul class=\"wp-block-list\">\n<li>\uc790\ub3d9\ud654\ub41c \uc2a4\ucf00\uc904\ub9c1 \ubc0f \ubaa8\ub378 \ubc30\ud3ec \uc5c5\ub370\uc774\ud2b8\ub85c AI \uc778\ud504\ub77c \uad00\ub9ac \uc778\ub825 \uc218\uc694\ub97c \uc904\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\ubc29\uc548 <\/strong><strong>\uac00\uce58<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI-Stack\uc758 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \uacb0\ud569\ud55c \uc2a4\ub9c8\ud2b8 \uc81c\uc870\ub294 \uc81c\uc870\uc5c5\uc5d0 \ub2e4\uc74c\uacfc \uac19\uc740 \uac00\uce58\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\ub354 \ube60\ub978 \ubaa8\ub378 \uc801\uc6a9 \ubc0f \uad6c\ud604: AI-Stack\uc740 \uc624\ud508\uc18c\uc2a4 \uac1c\ubc1c \ubc0f \uc0dd\ud0dc\uacc4 \uacc4\uce35\uc744 \uc81c\uacf5\ud558\uc5ec \ud658\uacbd\ubd80\ud130 \ucee8\ud14c\uc774\ub108 \uc774\ubbf8\uc9c0 \uc124\uc815\uae4c\uc9c0 \ub2e8 1\ubd84 \ub9cc\uc5d0 \uc644\ub8cc\ub429\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 AI \uac1c\ubc1c\uc790\ub294 \ud6c8\ub828\ubd80\ud130 \ucd94\ub860\uae4c\uc9c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub3c4\uc785 \uc8fc\uae30\ub97c \ub300\ud3ed \ub2e8\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc2e4\uc2dc\uac04 \uc0dd\uc0b0 \ucd5c\uc801\ud654 \uc2e4\ud604: \uc5d0\uc9c0 \uc7a5\uce58\uc758 \ucd94\ub860 \ubaa8\ub4c8\uc774 \uc0dd\uc0b0 \ub9e4\uac1c\ubcc0\uc218\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc870\uc815\ud558\uc5ec \ud6a8\uc728\uc131\uc744 \ub192\uc774\uace0 \ubd88\ub7c9\ub960\uc744 \ub0ae\ucda5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ube44\uc6a9 \ud6a8\uc728\uc131\uacfc \uc9c0\uc18d \uac00\ub2a5\uc131: \ub2e4\uc591\ud55c GUP \ucef4\ud4e8\ud305 \uc544\ud0a4\ud14d\ucc98\ub97c \uc9c0\uc6d0\ud558\uc5ec \uc804\uccb4 \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4 \ud65c\uc6a9 \ud6a8\uc728\uc744 \ub192\uc774\uace0, \uc778\ud504\ub77c \ubc0f \uc6b4\uc601 \uad6c\ub9e4 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uc5ec \uae30\uc5c5\uc758 \uc9c0\uc18d \uac00\ub2a5\uc131 \ubaa9\ud45c \ub2ec\uc131\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ubcf4\uc548<s> <\/s>\ubc0f \uc2e0\ub8b0\uc131 \ud5a5\uc0c1: \uc81c\ub85c \ud2b8\ub7ec\uc2a4\ud2b8 \uc544\ud0a4\ud14d\ucc98\uc640 \uc5d0\uc9c0 \ucef4\ud4e8\ud305\uc758 \uacb0\ud569\uc73c\ub85c \ub370\uc774\ud130 \ubcf4\uc548\uc131\uc744 \uac15\ud654\ud558\uace0 \uc720\ucd9c \uc704\ud5d8\uc744 \uac10\uc18c\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub2e4\uc591\ud55c \uc2dc\ub098\ub9ac\uc624 \uc694\uad6c\uc0ac\ud56d \ub300\uc751: \ud50c\ub7ab\ud3fc \uad00\ub9ac \uc2dc\uc2a4\ud15c\uc758 \uc790\ub3d9\ud654\ub41c \ubc30\ud3ec\ub85c GUP \ub300\uae30 \uc2dc\uac04\uacfc \ucee4\ubba4\ub2c8\ucf00\uc774\uc158 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uc5ec \uc11c\ubc84 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uc81c\uace0\ud569\ub2c8\ub2e4. \ubaa8\ub4c8\uc2dd \uc124\uacc4\uc640 \uc720\uc5f0\ud55c \ubc30\ud3ec \ub2a5\ub825\uc73c\ub85c \uacf5\uc7a5 \uc9c0\ub2a5\ud654 \uac1c\ubc1c \ubc0f \uc5c5\uadf8\ub808\uc774\ub4dc\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AI-Stack \uc194\ub8e8\uc158<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI-Stack \uae30\ub2a5\uc744 \ud1b5\ud569\ud55c \uc2a4\ub9c8\ud2b8 \uc81c\uc870 \uc194\ub8e8\uc158 \uc544\ud0a4\ud14d\ucc98:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\uacc4\uce35<\/td><td>\uae30\ub2a5 \uc124\uba85<\/td><td>AI-Stack \uad00\ub828 \uae30\ub2a5<\/td><\/tr><tr><td>\uc5d0\uc9c0 \ub514\ubc14\uc774\uc2a4 \uacc4\uce35<\/td><td>\ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc2e4\uc2dc\uac04 \ucc98\ub9ac: \uc13c\uc11c, \uba38\uc2e0 \ube44\uc804 \uc7a5\ube44 \ubc0f \uc5d0\uc9c0 \ucef4\ud4e8\ud305 \uc7a5\ube44\uac00 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \ucc98\ub9ac\ub97c \uc218\ud589\ud558\uc5ec \uc800\uc9c0\uc5f0 \uc5f0\uc0b0\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/td><td>GPU \ubd84\ud560 \uae30\uc220\uc744 \uc81c\uacf5\ud558\uc5ec \ub2e4\uc911 \uc791\uc5c5 \uc790\uc6d0 \ubc30\ubd84\ub97c \uc9c0\uc6d0\ud558\uace0 \uc5d0\uc9c0 \ub514\ubc14\uc774\uc2a4\uc758 \ub370\uc774\ud130 \ucc98\ub9ac \ud6a8\uc728\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/td><\/tr><tr><td>\ub370\uc774\ud130 \ucc98\ub9ac \uacc4\uce35<\/td><td>\ub370\uc774\ud130 \uc815\ub9ac, \ud45c\uc900\ud654 \ubc0f \ubd84\uc11d: \ub2e4\uc591\ud55c \uc720\ud615\uc758 \ub370\uc774\ud130\ub97c \uc911\uc559\uc9d1\uc911\uc2dd\uc73c\ub85c \uad00\ub9ac\ud558\uba70, \ub514\uc9c0\ud138 \ud2b8\uc708 \ubc0f \ub2e4\uc911 \uc2dc\ub098\ub9ac\uc624 \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/td><td>HPC \uc9c0\uc6d0 \ubd84\uc0b0 \ucef4\ud4e8\ud305 \uae30\uc220(\ub2e4\uc911 \ub178\ub4dc \ubd84\uc0b0 \ud6c8\ub828 \ubc0f \uace0\ud6a8\uc728 \ubcd1\ub82c \ucc98\ub9ac \ub4f1)\uc744 \ud65c\uc6a9\ud574 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\ub97c \uc2e0\uc18d\ud558\uac8c \ucc98\ub9ac\ud569\ub2c8\ub2e4. \ub0b4\uc7a5 GPU \ucd5c\uc801\ud654 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ub192\uc740 \ucc98\ub9ac\ub7c9\uacfc \ub0ae\uc740 \uc9c0\uc5f0 \uc2dc\uac04\uc758 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc2e4\ud604\ud558\uc5ec \ub370\uc774\ud130 \uc804\ucc98\ub9ac \ubc0f \ubaa8\ub378 \ucd94\ub860\uc758 \ud6a8\uc728\uc801\uc778 \uc2e4\ud589\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \ub2e4\uc911 \uc2dc\ub098\ub9ac\uc624 \uc2e4\uc2dc\uac04 \uc2dc\ubbac\ub808\uc774\uc158 \ubc0f \uc870\uc815\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/td><\/tr><tr><td>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad00\ub9ac \uacc4\uce35<\/td><td>\ubaa8\ub378 \ud6c8\ub828, \ubc30\ud3ec \ubc0f \uc5c5\ub370\uc774\ud2b8: \ub300\uaddc\ubaa8 \ub525\ub7ec\ub2dd \ubaa8\ub378 \ud6c8\ub828\uacfc \uc2e0\uc18d\ud55c \ubc30\ud3ec\ub97c \uc9c0\uc6d0\ud558\uba70, \uc608\uce21 \uc720\uc9c0\ubcf4\uc218, \uc790\ub3d9\ud654 \uc0dd\uc0b0 \ub77c\uc778 \ubaa8\ub2c8\ud130\ub9c1 \ub4f1 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2dc\ub098\ub9ac\uc624\uc5d0 \ub300\uc751\ud569\ub2c8\ub2e4.<\/td><td>HPC \uac00\uc18d AI \ud6c8\ub828 \ubc0f \ucd94\ub860 \ud50c\ub7ab\ud3fc\uc740 \ub300\uaddc\ubaa8 \ubcd1\ub82c \ucef4\ud4e8\ud305\uacfc \ub2e4\uc911 \ub178\ub4dc \ud611\uc5c5\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc5d4\ub4dc\ud22c\uc5d4\ub4dc MLOps \uc6cc\ud06c\ud50c\ub85c\ub97c \uc81c\uacf5\ud558\uc5ec \ubaa8\ub378 \uac1c\ubc1c, \ubc30\ud3ec \ubc0f \ubaa8\ub2c8\ud130\ub9c1\uc744 \uac04\uc18c\ud654\ud569\ub2c8\ub2e4. \ub2e4\uc911 \ub178\ub4dc \ubd84\uc0b0 \ud6c8\ub828\uc744 \uc9c0\uc6d0\ud558\uc5ec \ubaa8\ub378 \ud6a8\uc728\uc131\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/td><\/tr><tr><td>\ubcf4\uc548 \ubc0f \uc81c\uc5b4 \uacc4\uce35<\/td><td>\uc790\uc6d0 \uad00\ub9ac \ubc0f \ub370\uc774\ud130 \ubcf4\uc548: \uc2dc\uc2a4\ud15c \ub0b4 \ub370\uc774\ud130\uc640 \uc790\uc6d0\uc774 \ubb34\ub2e8 \uc811\uadfc\ub418\uc9c0 \uc54a\ub3c4\ub85d \ubcf4\uc7a5\ud558\uba70, \ud6a8\uc728\uc801\uc778 \uc790\uc6d0 \ud560\ub2f9 \ubc0f \ud611\uc5c5\uc744 \uc2e4\ud604\ud569\ub2c8\ub2e4.<\/td><td>\ub0b4\uc7a5\ud615 \uc81c\ub85c \ud2b8\ub7ec\uc2a4\ud2b8 \uc544\ud0a4\ud14d\ucc98 \ubc0f \uc5ed\ud560 \uae30\ubc18 \uc811\uadfc \uc81c\uc5b4(RBAC) \uc9c0\uc6d0, GPU \uc790\uc6d0 \ud480 \uad00\ub9ac \ubc0f \uc791\uc5c5 \uc2a4\ucf00\uc904\ub9c1\/\ud560\ub2f9 \ucd5c\uc801\ud654; \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc9c4\ub2e8 \ub3c4\uad6c \uc81c\uacf5\uc73c\ub85c \uc6b4\uc601 \uc548\uc815\uc131 \ubcf4\uc7a5.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uc194\ub8e8\uc158 \uac00\uce58<\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\ud6a8\uc728 \ud5a5\uc0c1: GPU \ubd84\ud560 \uae30\uc220\uc744 \ub3c4\uc785\ud558\uc5ec GPU \uc790\uc6d0 \ud65c\uc6a9\ub960\uc744 30%\uc5d0\uc11c \ucd5c\ub300 90%\uae4c\uc9c0 \ub04c\uc5b4\uc62c\ub824 \uc790\uc6d0 \uc0ac\uc6a9 \ud6a8\uc728\uc744 \ud06c\uac8c \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ube44\uc6a9 \ud6a8\uc728\uc131: \ud558\ub4dc\uc6e8\uc5b4 \uad6c\uc131\uc744 \ucd5c\uc801\ud654\ud558\uc5ec \uc778\ud504\ub77c \uc694\uad6c \uc0ac\ud56d\uc744 \uc904\uc774\uace0 \ub3d9\uc2dc\uc5d0 10\ubc30\uc758 \ud22c\uc790 \uc218\uc775\ub960\uc744 \ub2ec\uc131\ud588\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc2e4\uc2dc\uac04 \uc801\uc6a9: HPC \uae30\uc220\uacfc \uacb0\ud569\ud558\uc5ec \ubd84\uc0b0 \ubaa8\ub378 \ud6c8\ub828 \uac00\uc18d\ud654\ub97c \ud1b5\ud574 AI \ud6c8\ub828 \uc2dc\uac04\uc744 \ub300\ud3ed \ub2e8\ucd95\ud558\uace0 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ub3d9\uc2dc\uc5d0 \uc5d0\uc9c0 \ucef4\ud4e8\ud305\uacfc \uc800\uc9c0\uc5f0 \ucd94\ub860\uc744 \uc9c0\uc6d0\ud558\uc5ec \uc2a4\ub9c8\ud2b8 \uc81c\uc870\uc758 \ub3d9\uc801 \uc0dd\uc0b0 \uc694\uad6c\ub97c \ucda9\uc871\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">AI-Stack\uc758 \ud575\uc2ec \uae30\ub2a5\uc740 \uc81c\uc870\uc5c5 AI \uc801\uc6a9 \ub3c4\uc785 \uc8fc\uae30\ub97c \ub2e8\ucd95\ud558\uace0 \ud6a8\uc728\uc801\uc774\uba70 \uc720\uc5f0\ud558\uace0 \uc548\uc804\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uc5ec \uc81c\uc870 \uae30\uc5c5\uc774 \ub354 \ud6a8\uc728\uc801\uc778 \uc2a4\ub9c8\ud2b8 \uc81c\uc870 \ubc0f \uc6b4\uc601\uc744 \uc2e4\ud604\ud558\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI-Stack \uc2a4\ub9c8\ud2b8 \uc81c\uc870 \uc194\ub8e8\uc158\uc740 \uc81c\uc870\uc5c5\uc758 \ub514\uc9c0\ud138 \uc804\ud658\uc744 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \uc9c0\uc5f0, \ub370\uc774\ud130 \ubcf4\uc548, \ud1b5\ud569 \uc720\uc5f0\uc131 \ub4f1 \ud575\uc2ec \uacfc\uc81c\ub97c \ud574\uacb0\ud569\ub2c8\ub2e4. \uc5e3\uc9c0 \ucef4\ud4e8\ud305\uacfc \ub514\uc9c0\ud138 \ud2b8\uc708 \uae30\uc220\uc744 \uacb0\ud569\ud558\uc5ec \ube60\ub978 \ubaa8\ub378 \ud6c8\ub828, \uc2e4\uc2dc\uac04 \ucd94\ub860 \ubc0f \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc2e4\ud604\ud568\uc73c\ub85c\uc368 \uc0dd\uc0b0 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uace0 \ube44\uc6a9\uc744 \uc808\uac10\ud569\ub2c8\ub2e4. * \ubaa8\ub378 \ubc30\ud3ec \ubc0f \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc801\uc6a9 \uac00\uc18d\ud654\ub85c AI \uac1c\ubc1c \uc8fc\uae30 \ub2e8\ucd95 * \uc5d0\uc9c0 \uc7a5\ube44\uc758 \uc2e4\uc2dc\uac04 \uc0dd\uc0b0 \ud30c\ub77c\ubbf8\ud130 \ucd5c\uc801\ud654\ub85c \ubd88\ub7c9\ub960 \uac10\uc18c * \uc778\ud504\ub77c \ube44\uc6a9 \uc808\uac10\uc73c\ub85c \uae30\uc5c5\uc758 \uc9c0\uc18d \uac00\ub2a5\ud55c \ubc1c\uc804 \uc9c0\uc6d0 * \ub370\uc774\ud130 \ubcf4\uc548\uc131 \ubc0f \uc2dc\uc2a4\ud15c \uc2e0\ub8b0\uc131 \ud5a5\uc0c1 AI-Stack \ubaa8\ub4c8\ud615 \uc544\ud0a4\ud14d\ucc98\ub294 \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd \uc6b4\uc601\uc744 \uc9c0\uc6d0\ud558\uba70 \ub2e4\uc591\ud55c \uc2dc\ub098\ub9ac\uc624 \uc694\uad6c\uc5d0 \ub300\uc751\ud558\uc5ec \uc81c\uc870\uc5c5\uc758 \uc2a4\ub9c8\ud2b8\ud654 \uc5c5\uadf8\ub808\uc774\ub4dc \ubc0f \uace0\ud6a8\uc728 \uc6b4\uc601 \ubaa9\ud45c \ub2ec\uc131\uc744 \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"author":253372388,"featured_media":12219,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_crdt_document":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[96988386,96988274],"tags":[96988310,96988366,96988367,96988369,96988370,96988371,96988372],"class_list":["post-12218","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-manufacturing","category-solutions","tag-gpu-ko","tag-mlops","tag-96988367","tag-edgeai","tag-hpc","tag-96988371","tag-ai--"],"blocksy_meta":[],"acf":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/01\/MANUFACTURING-INDUSTRY.png?fit=8001%2C4501&quality=100&ct=202603031250&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/ph344V-3b4","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/posts\/12218","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/users\/253372388"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/comments?post=12218"}],"version-history":[{"count":2,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/posts\/12218\/revisions"}],"predecessor-version":[{"id":12225,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/posts\/12218\/revisions\/12225"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/media\/12219"}],"wp:attachment":[{"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/media?parent=12218"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/categories?post=12218"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/tags?post=12218"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}