{"id":12480,"date":"2025-07-28T15:52:02","date_gmt":"2025-07-28T07:52:02","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=12480"},"modified":"2026-03-10T18:08:00","modified_gmt":"2026-03-10T10:08:00","slug":"kubeflow-ixgpu-gpu-partitioning","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/ko\/kubeflow-ixgpu-gpu-partitioning","title":{"rendered":"Kubeflow\uc758 \ud55c\uacc4\ub97c \ub6f0\uc5b4\ub118\ub2e4: \uc778\ud53c\ub2c8\ud2f1\uc2a4 ixGPU \ubaa8\ub4c8\ub85c GPU \uc720\uc5f0\ud55c \ubd84\ud560 \ubc0f \ud6a8\uc728\uc801 \ud65c\uc6a9 \uc2e4\ud604!"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Kubeflow\uc758 \ubcf4\uae09\uacfc \uacfc\uc81c: \ub2e8\uc77c GPU \ud65c\uc6a9\ub960 \ubcd1\ubaa9 \ud604\uc0c1<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.kubeflow.org\/\" target=\"_blank\" rel=\"noopener\">Kubeflow<\/a>\ub294 <a href=\"https:\/\/kubernetes.io\/\" target=\"_blank\" rel=\"noopener\">Kubernetes<\/a> \uae30\ubc18\uc758 \uc624\ud508\uc18c\uc2a4 \uba38\uc2e0\ub7ec\ub2dd \ud50c\ub7ab\ud3fc\uc73c\ub85c, \ucd5c\uadfc \uba38\uc2e0\ub7ec\ub2dd \ubd84\uc57c\uc5d0\uc11c \uc810\ucc28 \ubcf4\ud3b8\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \ud655\uc7a5 \uac00\ub2a5\ud55c \uba38\uc2e0\ub7ec\ub2dd \uc6cc\ud06c\ub85c\ub4dc\ub97c \uc27d\uac8c \uad6c\ucd95, \ubc30\ud3ec \ubc0f \uad00\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\uba70, \uc644\uc804\ud55c \uba38\uc2e0\ub7ec\ub2dd \ud30c\uc774\ud504\ub77c\uc778 \uad00\ub9ac, \ubd84\uc0b0 \ud6c8\ub828 \ubc0f \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd \ub4f1\uc758 \uc7a5\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub7ec\ub098 Kubeflow\uac00 \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc74c\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uc2e4\uc81c \uc801\uc6a9 \uc2dc \ud55c \uac00\uc9c0 \ubb38\uc81c\uc810\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4: GPU\ub97c \ubd84\ud560\ud560 \uc218 \uc5c6\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \uadc0\uc911\ud55c \ucef4\ud4e8\ud305 \uc790\uc6d0\uc774 \ud6a8\uc728\uc801\uc73c\ub85c \ud65c\uc6a9\ub418\uc9c0 \ubabb\ud574 \ub9ce\uc740 \uba38\uc2e0\ub7ec\ub2dd \uac1c\ubc1c\uc790\ub4e4\uc758 \uace0\ubbfc\uac70\ub9ac\uac00 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud558\ub098\uc758 GPU\uac00 \ub2e8\uc77c \uc791\uc5c5\uc5d0 \ub3c5\uc810\uc801\uc73c\ub85c \ud560\ub2f9\ub420 \uacbd\uc6b0, \uc2e4\uc81c \uc791\uc5c5\uc758 \uc790\uc6d0 \uc694\uad6c\ub7c9\uacfc \ubb34\uad00\ud558\uac8c \uc790\uc6d0\uc774 \uc720\ud734 \uc0c1\ud0dc\ub85c \ub0a8\uc544 \uc804\uccb4 \uac1c\ubc1c \ud6a8\uc728\uc131\uacfc \ube44\uc6a9 \ud6a8\uc728\uc131\uc5d0 \ubd80\uc815\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uc778\ud53c\ub2c8\ud2f1\uc2a4 AI-Stack ixGPU: Kubeflow\ub97c \uc704\ud574 \ud0c4\uc0dd\ud55c \uace0\ud6a8\uc728 \ubaa8\ub4c8<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \ub3c4\uc804\uc5d0 \ub9de\uc11c \uc778\ud53c\ub2c8\ud2f1\uc2a4\ub294 \ud601\uc2e0\uc801\uc778 \ud574\uacb0\ucc45\uc778 AI-Stack ixGPU \ubaa8\ub4c8\uc744 \uc120\ubcf4\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc0ac\uc2e4 \uc778\ud53c\ub2c8\ud2f1\uc2a4 AI-Stack \ud50c\ub7ab\ud3fc\uc758 GPU \ubd84\ud560 \uae30\uc220\uc740 \uc774\ubbf8 \uc5c5\uacc4\uc5d0\uc11c \ub3c5\ubcf4\uc801\uc774\uba70 \ub110\ub9ac \uc54c\ub824\uc838 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc778\ud53c\ub2c8\ud2f1\uc2a4\ub294 \ub9ce\uc740 \uace0\uac1d\uc774 Kubeflow \uac1c\ubc1c \ud658\uacbd\uc758 \uc720\uc5f0\uc131\uacfc \ud3b8\ub9ac\ud568\uc5d0 \uc775\uc219\ud574\uc838 \uc788\uc5b4, GPU \uc815\ubc00 \ubd84\ud560\uc758 \ub9c9\ub300\ud55c \uc774\uc810\uc744 \uc778\uc9c0\ud558\uba74\uc11c\ub3c4 \uc774\ub97c \uc644\ubcbd\ud788 \uacb0\ud569\ud558\uc9c0 \ubabb\ud558\ub294 \uc5b4\ub824\uc6c0\uc744 \uacaa\uace0 \uc788\uc74c\uc744 \uc798 \uc54c\uace0 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\uc5d0 \ud55c \uac00\uc9c0 \uc0dd\uac01\uc774 \ub5a0\uc62c\ub790\uc2b5\ub2c8\ub2e4: \uace0\uac1d\uc774 Kubeflow \ud50c\ub7ab\ud3fc\uc744 \uc120\ud638\ud55c\ub2e4\uba74, \uadf8\ub4e4\uc774 \uc775\uc219\ud55c \ud658\uacbd\uc5d0\uc11c\ub3c4 AI-Stack\uc758 \uac80\uc99d\ub41c GPU \ubd84\ud560 \ub2a5\ub825\uc744 \ub204\ub9b4 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uac83\uc740 \uc5b4\ub5a8\uae4c\uc694?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ubc14\ub85c \uc774\ub7ec\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\uae30 \uc704\ud574 \uc778\ud53c\ub2c8\ud2f1\uc2a4 \uc5f0\uad6c\uac1c\ubc1c\ud300\uc740 Kubeflow\ub97c \uc704\ud574 \ud0c4\uc0dd\ud55c AI-Stack ixGPU \ubaa8\ub4c8\uc744 \uac1c\ubc1c\ud558\uae30 \uc704\ud574 \uc804\ub825\uc744 \ub2e4\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub2e8\uc21c\ud55c \uae30\uc220\uc801 \ub3cc\ud30c\uad6c\uac00 \uc544\ub2c8\ub77c, \uc778\ud53c\ub2c8\ud2f1\uc2a4\uac00 \uace0\uac1d\uc758 \ubaa9\uc18c\ub9ac\ub97c \uacbd\uccad\ud558\uace0 \uc774\ud574\ud558\uba70 \uadf8 \uc694\uad6c\ub97c \ucda9\uc871\uc2dc\ud0a8 \uac00\uc7a5 \ud6cc\ub96d\ud55c \uc99d\uac70\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI-Stack ixGPU \ubaa8\ub4c8\uc740 Kubeflow\uc758 GPU \uc790\uc6d0 \uad00\ub9ac \ud55c\uacc4\ub97c \uc644\ubcbd\ud788 \ud1b5\ud569\ud558\uace0 \uadf9\ubcf5\ud569\ub2c8\ub2e4. \ud575\uc2ec \uae30\ub2a5\uc740 \uac1c\ubc1c\uc790\uac00 \uc775\uc219\ud55c Kubeflow \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc9c1\uc811 GPU \uc790\uc6d0\uc744 \uc720\uc5f0\ud558\uac8c \ubd84\ud560\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \uc18c\uc911\ud55c \ub2e8\uc77c GPU\ub97c \uc5ec\ub7ec \ub3c5\ub9bd\uc801\uc778 \ub2e8\uc704\ub85c \ubd84\ud560\ud574 \uc11c\ub85c \ub2e4\ub978 \uc791\uc5c5\uc774 \uacf5\uc720\ud558\uba70 \ud6a8\uc728\uc801\uc73c\ub85c \uc2e4\ud589\ub418\ub3c4\ub85d \ud558\uac70\ub098, \ud504\ub85c\uc81d\ud2b8\uc758 \ub3c5\ud2b9\ud55c \uc694\uad6c\uc5d0 \ub530\ub77c \uadc0\uc911\ud55c \ucef4\ud4e8\ud305 \uc790\uc6d0\uc744 \uc815\ubc00\ud558\uac8c \ud560\ub2f9\ud558\ub294 \uac83\ub3c4 \uc190\uc27d\uac8c \uc2e4\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uc778\ud53c\ub2c8\ud2f1\uc2a4\uc758 ixGPU \ubaa8\ub4c8\uc774 Kubeflow \uac1c\ubc1c\uc790\uc5d0\uac8c \uc5b4\ub5a4 \ud798\uc744 \uc2e4\uc5b4\uc8fc\ub294\uac00? \ud575\uc2ec \uc7a5\uc810 \ubd84\uc11d<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud0c4\ub825\uc801\uc778 \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4 \uc120\ud0dd: \uacfc\uac70 Kubeflow\ub85c \ud658\uacbd\uc744 \uad6c\ucd95\ud560 \ub54c GPU \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4 \uc120\ud0dd\uc740 \ud55c \uc7a5 \ub2e8\uc704\ub85c \ub9e4\uc6b0 \uace0\uc815\uc801\uc774\uace0 \uacbd\uc9c1\ub418\uc5b4 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\uc81c \uac1c\ubc1c\uc790\ub294 \ud658\uacbd \uc0dd\uc131 \uc2dc\uc810\ubd80\ud130 \ud504\ub85c\uc81d\ud2b8\uc758 \uc2e4\uc81c \uc694\uad6c\uc5d0 \ub530\ub77c \ud544\uc694\ud55c GPU \uba54\ubaa8\ub9ac \ud06c\uae30\ub97c \uc720\uc5f0\ud558\uac8c \uc120\ud0dd\ud560 \uc218 \uc788\uc5b4 \ub9ac\uc18c\uc2a4 \ubd80\uc871\uc774\ub098 \uacfc\uc789 \ubb38\uc81c\uc5d0\uc11c \ubc97\uc5b4\ub0a0 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>ML Pipeline\uc758 \uc815\ubc00\ud55c \uc790\uc6d0 \ud560\ub2f9: Kubeflow\uc5d0\uc11c \ubcf5\uc7a1\ud55c \uba38\uc2e0\ub7ec\ub2dd \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uad6c\uc131\ud560 \ub54c, ixGPU\ub294 \uac01 \ub2e8\uacc4\uc5d0 GPU \ucef4\ud4e8\ud305 \uc790\uc6d0\uc744 \uc815\ubc00\ud558\uac8c \ud560\ub2f9\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uc804\ucc98\ub9ac \ub2e8\uacc4\uc5d0 \ud544\uc694\ud55c \uacbd\ub7c9 \ucef4\ud4e8\ud305\ubd80\ud130 \ubaa8\ub378 \ud6c8\ub828 \ub2e8\uacc4\uc758 \ub300\uc6a9\ub7c9 \uba54\ubaa8\ub9ac \uadf9\ud55c \uc694\uad6c\uae4c\uc9c0 \ubaa8\ub450 \uc815\ud655\ud788 \ucda9\uc871\uc2dc\ucf1c, \ubaa8\ub4e0 \ub2e8\uacc4\uac00 \ucd5c\uc801\ud654\ub41c \ucef4\ud4e8\ud305 \uad6c\uc131\uc5d0\uc11c \uc2e4\ud589\ub418\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub7ec\ud55c \uc720\uc5f0\uc131\uacfc \uc815\ubc00\ub3c4\ub294 \uad81\uadf9\uc801\uc73c\ub85c \uac00\uc7a5 \ud575\uc2ec\uc801\uc778 \uc774\uc810\uc73c\ub85c \uadc0\uacb0\ub429\ub2c8\ub2e4: GPU\uc758 \uc804\uccb4 \uc0ac\uc6a9 \ud6a8\uc728\uc744 \ud604\uc800\ud788 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uac83\uc785\ub2c8\ub2e4. ixGPU\ub97c \ud1b5\ud574 \uacfc\uac70 \u2018\ud55c \uc0ac\ub78c \ud55c \uc790\ub9ac\u2019 \uc6d0\uce59\uc774\ub098 \ubd80\uc801\uc808\ud55c \uc790\uc6d0 \ud560\ub2f9\uc73c\ub85c \uc778\ud574 \uc720\ud734 \uc0c1\ud0dc\uc600\ub358 \uadc0\uc911\ud55c GPU \ucef4\ud4e8\ud305 \uc790\uc6d0\uc744 \uc774\uc81c \uc644\uc804\ud788 \ud65c\uc6a9\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc790\uc6d0\uc774 \ub354 \uc774\uc0c1 \ub0ad\ube44\ub418\uc9c0 \uc54a\uace0, \ubaa8\ub4e0 \ud22c\uc790\uac00 \ucd5c\ub300\uc758 \uac00\uce58\ub97c \ubc1c\ud718\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kubeflow \ud50c\ub7ab\ud3fc\uc5d0\uc11c ixGPU \ubaa8\ub4c8\uc758 \uc2e4\uc81c \uc801\uc6a9 \ubc29\ubc95\uc744 \uc54c\uace0 \uc2f6\ub2e4\uba74 \ud574\ub2f9 \uae00\uc744 \ucc38\uace0\ud558\uc138\uc694: Kubeflow GPU \uc815\ubc00 \ubd84\ud560 \ud65c\uc6a9\ud558\uae30: \uc778\ud53c\ub2c8\ud2f1\uc2a4 ixGPU \ubaa8\ub4c8 \uc2e4\uc804 \uac00\uc774\ub4dc, \uc790\uc6d0 \ud6a8\uc728\uc801 \ud65c\uc6a9 \uc2e4\ud604!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uacb0\ub860: AI-Stack ixGPU\ub85c Kubeflow\uc758 \uc7a0\uc7ac\ub825\uc744 \ubc1c\ud718\ud558\uc138\uc694<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc778\ud53c\ub2c8\ud2f1\uc2a4 AI-Stack ixGPU \ubaa8\ub4c8\uc740 Kubeflow \uc0dd\ud0dc\uacc4\uc5d0\uc11c \ub2e8\uc21c\ud55c \ub3c4\uad6c\ub97c \ub118\uc5b4 \ud6a8\uc728\uc131\uc758 \ubb38\uc744 \uc5ec\ub294 \ud575\uc2ec \uc5f4\uc1e0 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc774\ub294 \uacfc\uac70 GPU \uc790\uc6d0 \uc81c\uc57d\uc774\ub77c\ub294 \uc7a5\ubcbd\uc744 \ud5c8\ubb3c\uc5b4 Kubeflow\uc758 \uac15\ub825\ud55c \uc7a0\uc7ac\ub825\uc744 \uc644\uc804\ud788 \ubc1c\ud718\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \ubbf8\ub798\ub97c \ub0b4\ub2e4\ubcf4\uba70, \uc6b0\ub9ac\ub294 AI-Stack ixGPU\uac00 \uae30\uc5c5 AI \ubc1c\uc804\uc758 \uac15\ub825\ud55c \ucd94\uc9c4\ub825\uc73c\ub85c \uc9c0\uc18d\ub420 \uac83\uc784\uc744 \ud655\uc2e0\ud569\ub2c8\ub2e4. \uc774\ub294 \uac01 \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c AI\ub97c \uac1c\ub150\uc5d0\uc11c \uc2e4\uc81c \uc801\uc6a9\uc73c\ub85c \uc804\ud658\ud558\ub294 \uc18d\ub3c4\ub97c \uac00\uc18d\ud558\uc5ec \uc9c4\uc815\ud55c \uc9c0\ub2a5\ud654\uc758 \ub3c4\uc57d\uc744 \uc2e4\ud604\ud558\uace0, \ubaa8\ub4e0 AI \ud601\uc2e0\uc774 \ub354\uc6b1 \uc2e0\uc18d\ud558\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \uc774\ub8e8\uc5b4\uc9c0\ub3c4\ub85d \ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kubeflow\uc758 \ubcf4\uae09\uacfc \uacfc\uc81c: \ub2e8\uc77c GPU \ud65c\uc6a9\ub960 \ubcd1\ubaa9 \ud604\uc0c1 Kubeflow\ub294 Kubernetes \uae30\ubc18\uc758 \uc624\ud508\uc18c\uc2a4 \uba38\uc2e0\ub7ec\ub2dd \ud50c\ub7ab\ud3fc\uc73c\ub85c, \ucd5c\uadfc \uba38\uc2e0\ub7ec\ub2dd \ubd84\uc57c\uc5d0\uc11c \uc810\ucc28 \ubcf4\ud3b8\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \ud655\uc7a5 \uac00\ub2a5\ud55c \uba38\uc2e0\ub7ec\ub2dd \uc6cc\ud06c\ub85c\ub4dc\ub97c \uc27d\uac8c \uad6c\ucd95, \ubc30\ud3ec \ubc0f \uad00\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\uba70, \uc644\uc804\ud55c \uba38\uc2e0\ub7ec\ub2dd \ud30c\uc774\ud504\ub77c\uc778 \uad00\ub9ac, \ubd84\uc0b0 \ud6c8\ub828 \ubc0f \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd \ub4f1\uc758 \uc7a5\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 Kubeflow\uac00 \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc74c\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uc2e4\uc81c \uc801\uc6a9 \uc2dc \ud55c \uac00\uc9c0 \ubb38\uc81c\uc810\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4: GPU\ub97c \ubd84\ud560\ud560 \uc218 \uc5c6\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \uadc0\uc911\ud55c \ucef4\ud4e8\ud305 \uc790\uc6d0\uc774 \ud6a8\uc728\uc801\uc73c\ub85c \ud65c\uc6a9\ub418\uc9c0 \ubabb\ud574 \ub9ce\uc740 \uba38\uc2e0\ub7ec\ub2dd \uac1c\ubc1c\uc790\ub4e4\uc758 \uace0\ubbfc\uac70\ub9ac\uac00 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud558\ub098\uc758 GPU\uac00 \ub2e8\uc77c \uc791\uc5c5\uc5d0 \ub3c5\uc810\uc801\uc73c\ub85c \ud560\ub2f9\ub420 \uacbd\uc6b0, \uc2e4\uc81c \uc791\uc5c5\uc758 \uc790\uc6d0 \uc694\uad6c\ub7c9\uacfc \ubb34\uad00\ud558\uac8c \uc790\uc6d0\uc774 \uc720\ud734 \uc0c1\ud0dc\ub85c \ub0a8\uc544 \uc804\uccb4 \uac1c\ubc1c \ud6a8\uc728\uc131\uacfc \ube44\uc6a9 \ud6a8\uc728\uc131\uc5d0 \ubd80\uc815\uc801\uc778 \uc601\ud5a5\uc744 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