{"id":23,"date":"2025-03-21T11:10:12","date_gmt":"2025-03-21T02:10:12","guid":{"rendered":"https:\/\/wordpress.koseongnam.com\/?p=23"},"modified":"2025-03-21T11:13:27","modified_gmt":"2025-03-21T02:13:27","slug":"%eb%a6%ac%eb%88%85%ec%8a%a4-%ea%b8%b0%eb%b0%98-%ec%bb%a8%ed%85%8c%ec%9d%b4%eb%84%88-%ea%b0%9c%eb%b0%9c-%ed%99%98%ea%b2%bd-%ea%b5%ac%ec%b6%95","status":"publish","type":"post","link":"https:\/\/wordpress.koseongnam.com\/?p=23","title":{"rendered":"\ub9ac\ub205\uc2a4 \uae30\ubc18 \ucee8\ud14c\uc774\ub108 \uac1c\ubc1c \ud658\uacbd \uad6c\ucd95"},"content":{"rendered":"\n<p>1. \uac15\uc758 \uac1c\uc694<\/p>\n\n\n\n<p>\uc774 \uac15\uc758\ub294 Google Cloud Platform(GCP) \ud658\uacbd\uc5d0\uc11c \ucee8\ud14c\uc774\ub108 \uc774\ubbf8\uc9c0\ub97c \uad00\ub9ac\ud558\uace0, Kubernetes \ud074\ub7ec\uc2a4\ud130\ub97c \uc0dd\uc131\ud558\uc5ec \uc2e4\uc81c \uc560\ud50c\ub9ac\ucf00\uc774\uc158(\uc608: \ud30c\uc774\uc36c Flask \uc571)\uc744 \ubc30\ud3ec\ud558\uace0 \uc2a4\ucf00\uc77c\ub9c1\ud558\ub294 \ubc29\ubc95\uc744 \ub2e4\ub8f9\ub2c8\ub2e4. \ud559\uc2b5\uc790\ub294 \uae30\ubcf8 \uac1c\ub150\ubd80\ud130 \uc2e4\uc2b5\uae4c\uc9c0 \ub2e8\uacc4\ubcc4\ub85c \ubc30\uc6cc\ub098\uac00\uba70, \ub2e4\uc74c\uacfc \uac19\uc740 \uc8fc\uc694 \ubaa9\ud45c\ub97c \ub2ec\uc131\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GCP Artifact Registry vs. Container Registry \ucc28\uc774\uc810 \uc774\ud574<\/strong><\/li>\n\n\n\n<li><strong>gcloud CLI \ucd08\uae30 \uc124\uc815 \ubc0f API \ud65c\uc131\ud654 \ubc29\ubc95 \uc2b5\ub4dd<\/strong><\/li>\n\n\n\n<li><strong>Minikube\uc640 GKE \ud074\ub7ec\uc2a4\ud130 \uad6c\uc131 \ubc0f \ub124\ud2b8\uc6cc\ud06c \uc694\uad6c\uc0ac\ud56d \ud655\uc778<\/strong><\/li>\n\n\n\n<li><strong>Python Flask \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ucee8\ud14c\uc774\ub108\ud654 \ubc0f Kubernetes\uc5d0 \ubc30\ud3ec\ud558\ub294 \uacfc\uc815\uc744 \uc2e4\uc2b5<\/strong><\/li>\n\n\n\n<li><strong>\ud2b8\ub7ec\ube14\uc288\ud305 \ubc0f \ud3ec\ud2b8 \ucda9\ub3cc, \ub9ac\uc18c\uc2a4 \uc18c\ube44, \uc124\uc815 \ub09c\uc774\ub3c4 \ube44\uad50 \ubd84\uc11d<\/strong><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"%EA%B0%95%EC%9D%98-%EC%8B%9C%EA%B0%84%EB%B3%84-%EC%84%B8%EB%B6%80-%EA%B3%84%ED%9A%8D\">\uac15\uc758 \uc2dc\uac04\ubcc4 \uc138\ubd80 \uacc4\ud68d<\/h3>\n\n\n\n<p>\uac15\uc758\ub294 15\uc2dc\uac04\uc744 6\uac1c \ubaa8\ub4c8\ub85c \ubd84\ud560\ud558\uc5ec \uc9c4\ud589\ud569\ub2c8\ub2e4. \uac01 \ubaa8\ub4c8\ubcc4 \ud544\uc218 \uc2e4\uc2b5 \uacfc\uc81c \ubc0f \uc608\uc0c1 \ubb38\uc81c \uc0c1\ud669\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\ubaa8\ub4c8<\/th><th>\uc2dc\uac04<\/th><th>\ub0b4\uc6a9<\/th><th>\uc2e4\uc2b5 \uacfc\uc81c<\/th><th>\uc608\uc0c1 \ubb38\uc81c \uc0c1\ud669<\/th><\/tr><\/thead><tbody><tr><td>1<\/td><td>2<\/td><td>GCP \uc18c\uac1c \ubc0f \ud658\uacbd \uc124\uc815<\/td><td>gcloud CLI \uc124\uce58<\/td><td>\uc778\uc99d \ubb38\uc81c<\/td><\/tr><tr><td>2<\/td><td>3<\/td><td>\ucee8\ud14c\uc774\ub108 \uae30\ubcf8 \uac1c\ub150<\/td><td>Docker \uc774\ubbf8\uc9c0 \uc0dd\uc131<\/td><td>\uc774\ubbf8\uc9c0 \ube4c\ub4dc \uc2e4\ud328<\/td><\/tr><tr><td>3<\/td><td>3<\/td><td>Artifact Registry\uc640 Container Registry\uc758 \ucc28\uc774\uc810<\/td><td>\uc774\ubbf8\uc9c0\ub97c Artifact Registry\uc5d0 \ud478\uc2dc<\/td><td>\uad8c\ud55c \ubb38\uc81c<\/td><\/tr><tr><td>4<\/td><td>3<\/td><td>Kubernetes \ud074\ub7ec\uc2a4\ud130 \uad6c\uc131<\/td><td>Minikube \uc124\uce58 \ubc0f \uc124\uc815<\/td><td>\ub124\ud2b8\uc6cc\ud06c \ubb38\uc81c<\/td><\/tr><tr><td>5<\/td><td>2<\/td><td>Python Flask \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubc30\ud3ec<\/td><td>Flask \uc571 \ubc30\ud3ec<\/td><td>\ud3ec\ud2b8 \ucda9\ub3cc<\/td><\/tr><tr><td>6<\/td><td>2<\/td><td>\uc2e4\uc804 \ubb38\uc81c \ud574\uacb0 \uc6cc\ud06c\uc20d<\/td><td>\uc2e4\uc2b5 \ubb38\uc81c \ud574\uacb0<\/td><td>IAM\uacfc \ub124\ud2b8\uc6cc\ud06c \ubb38\uc81c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"2.-gcp-artifact-registry%EC%99%80-container-registry%EC%9D%98-%EC%B0%A8%EC%9D%B4%EC%A0%90\">2. GCP Artifact Registry\uc640 Container Registry\uc758 \ucc28\uc774\uc810<\/h2>\n\n\n\n<p>\uac00\uc7a5 \uba3c\uc800,&nbsp;<strong>\ucee8\ud14c\uc774\ub108 \uae30\ubcf8 \uac1c\ub150<\/strong>\uc744 \uc774\ud574\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"%EC%BB%A8%ED%85%8C%EC%9D%B4%EB%84%88-%EA%B8%B0%EB%B3%B8-%EA%B0%9C%EB%85%90\">\ucee8\ud14c\uc774\ub108 \uae30\ubcf8 \uac1c\ub150<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uac00\uc0c1 \uba38\uc2e0 vs. \ucee8\ud14c\uc774\ub108 \ube44\uad50<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uac00\uc0c1 \uba38\uc2e0\uc740 \ud558\ub4dc\uc6e8\uc5b4 \uac00\uc0c1\ud654\ub97c \uae30\ubc18\uc73c\ub85c \ud558\uc5ec \uc804\uccb4 OS\ub97c \ud3ec\ud568\ud558\ubbc0\ub85c \ub354 \ub9ce\uc740 \ub9ac\uc18c\uc2a4\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ubc18\uba74, \ucee8\ud14c\uc774\ub108\ub294 OS\uc758 \ucee4\ub110\uc744 \uacf5\uc720\ud558\uba70 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \ub77c\uc774\ube0c\ub7ec\ub9ac\ub9cc \ud328\ud0a4\uc9c0\ud558\uc5ec \uacbd\ub7c9\ud654\ub41c \uc2e4\ud589 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uc774\ubbf8\uc9c0 \ub808\uc774\uc5b4 \uad6c\uc870<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ucee8\ud14c\uc774\ub108 \uc774\ubbf8\uc9c0\ub294 \uc5ec\ub7ec \uac1c\uc758 \ub808\uc774\uc5b4\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc73c\uba70, \uac01 \ub808\uc774\uc5b4\ub294 \ubcc0\uacbd\ub418\uc9c0 \uc54a\ub294 \ud30c\uc77c \uc2dc\uc2a4\ud15c\uc758 \uc2a4\ub0c5\uc0f7\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ud6a8\uc728\uc801\uc778 \uc800\uc7a5\uacfc \uc804\uc1a1\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>GCP\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ub450 \uc800\uc7a5\uc18c \uc11c\ube44\uc2a4\ub294 \uac01\uae30 \ub2e4\ub978 \uae30\ub2a5\uacfc \ud2b9\uc9d5\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc8fc\uc694 \ucc28\uc774\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc9c0\uc6d0 \ud615\uc2dd<\/strong>\n<ul class=\"wp-block-list\">\n<li><em>Container Registry<\/em>: \uc624\ub85c\uc9c0\u00a0<strong>Docker \ucee8\ud14c\uc774\ub108 \uc774\ubbf8\uc9c0<\/strong>\u00a0\uc804\uc6a9 \uc800\uc7a5\uc18c\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><em>Artifact Registry<\/em>: Docker \uc774\ubbf8\uc9c0 \uc678\uc5d0\ub3c4\u00a0<strong>Maven, npm, OS \ud328\ud0a4\uc9c0<\/strong>\u00a0\ub4f1 \ub2e4\uc591\ud55c \uc544\ud2f0\ud329\ud2b8 \ud615\uc2dd\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Transition from Container Registry<a href=\"https:\/\/cloud.google.com\/artifact-registry\/docs\/transition\/transition-from-gcr\" target=\"_blank\" rel=\"noreferrer noopener\">1<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ub808\uc9c0\uc2a4\ud2b8\ub9ac \uc0dd\uc131 \ubc29\uc2dd<\/strong>\n<ul class=\"wp-block-list\">\n<li><em>Container Registry<\/em>: \ucd5c\ucd08 \uc774\ubbf8\uc9c0 \ud478\uc2dc \uc2dc\u00a0<strong>\uc790\ub3d9 \uc0dd\uc131<\/strong>\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><em>Artifact Registry<\/em>: \uc0ac\uc6a9\uc790\uac00 \uba85\uc2dc\uc801\uc73c\ub85c\u00a0<strong>\ub808\ud3ec\uc9c0\ud1a0\ub9ac \uc0dd\uc131<\/strong>\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Repository overview<a href=\"https:\/\/cloud.google.com\/artifact-registry\/docs\/repositories\" target=\"_blank\" rel=\"noreferrer noopener\">2<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uc811\uadfc \uc81c\uc5b4<\/strong>\n<ul class=\"wp-block-list\">\n<li><em>Container Registry<\/em>: \uc774\ubbf8\uc9c0 \ub2e8\uc704\uc758 \uc811\uadfc \uc81c\uc5b4\ub9cc \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><em>Artifact Registry<\/em>:\u00a0<strong>\ub9ac\ud3ec\uc9c0\ud1a0\ub9ac \uc218\uc900<\/strong>\uc758 \uc0c1\uc138\ud55c IAM \uc815\ucc45\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Access control with IAM<a href=\"https:\/\/cloud.google.com\/artifact-registry\/docs\/access-control\" target=\"_blank\" rel=\"noreferrer noopener\">3<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ubcf4\uc548 \ubc0f \ucde8\uc57d\uc810 \uc2a4\uce90\ub2dd \uae30\ub2a5<\/strong>\n<ul class=\"wp-block-list\">\n<li><em>Container Registry<\/em>: Docker \uc774\ubbf8\uc9c0\uc5d0 \ud55c\uc815\ub41c \ucde8\uc57d\uc810 \uc2a4\uce90\ub2dd \uae30\ub2a5\ub9cc \uc81c\uacf5\ud558\uba70, \uc678\ubd80 \ub3c4\uad6c\uac00 \ud544\uc694\ud55c \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><em>Artifact Registry<\/em>: OS\uc640 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc5b8\uc5b4 \ud328\ud0a4\uc9c0 \ub4f1 \ub2e4\uc591\ud55c \uc544\ud2f0\ud329\ud2b8\uc5d0 \ub300\ud574\u00a0<strong>\uc790\ub3d9 \ubc0f \uc218\ub3d9 CVE \ucde8\uc57d\uc810 \uc2a4\uce90\ub2dd<\/strong>\u00a0\uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Artifact analysis and vulnerability scanning<a href=\"https:\/\/cloud.google.com\/artifact-registry\/docs\/analysis\" target=\"_blank\" rel=\"noreferrer noopener\">4<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"3.-gcloud-cli-%EC%B4%88%EA%B8%B0-%EC%84%A4%EC%A0%95-%EC%A0%88%EC%B0%A8\">3. gcloud CLI \ucd08\uae30 \uc124\uc815 \uc808\ucc28<\/h2>\n\n\n\n<p>gcloud CLI\ub97c \uc0ac\uc6a9\ud558\uc5ec GCP \ub9ac\uc18c\uc2a4\ub97c \uad00\ub9ac\ud560 \ub54c\ub294 \ucd08\uae30 \uc124\uc815\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uae30\ubcf8 \ucee4\ub9e8\ub4dc \uc2dc\ud000\uc2a4\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\ucd08\uae30\ud654 \ubc0f \ub85c\uadf8\uc778<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ud130\ubbf8\ub110\uc5d0\uc11c\u00a0<code>gcloud init<\/code>\u00a0\uba85\ub839\uc5b4\ub97c \uc2e4\ud589\ud558\uc5ec Google \uacc4\uc815\uc73c\ub85c \ub85c\uadf8\uc778\ud558\uace0 \uae30\ubcf8 \uc124\uc815\uc744 \uc9c4\ud589\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><code># \uc0ac\uc804 \uccb4\ud06c \ud56d\ubaa9<\/code>: gcloud CLI\uac00 \uc124\uce58\ub418\uc5b4 \uc788\ub294\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Initializing the gcloud CLI<a href=\"https:\/\/cloud.google.com\/sdk\/docs\/initializing\" target=\"_blank\" rel=\"noreferrer noopener\">5<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud504\ub85c\uc81d\ud2b8 \uc120\ud0dd<\/strong>\n<ul class=\"wp-block-list\">\n<li><code>gcloud config set project [PROJECT_ID]<\/code>\u00a0\uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\ud560 \ud504\ub85c\uc81d\ud2b8 ID\ub97c \uc9c0\uc815\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><code># \uc0ac\uc804 \uccb4\ud06c \ud56d\ubaa9<\/code>: \ud544\uc694\ud55c \ud504\ub85c\uc81d\ud2b8 ID\uac00 \uc900\ube44\ub418\uc5b4 \uc788\ub294\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc774 \uacfc\uc815\uc740 CLI \uba85\ub839\uc5b4\ub4e4\uc774 \uc62c\ubc14\ub978 Google Cloud \ud504\ub85c\uc81d\ud2b8\uc640 \uc5f0\uacc4\ub418\ub3c4\ub85d \ud558\uae30 \uc704\ud574 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud544\uc218 API \ud65c\uc131\ud654<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uc608\ub97c \ub4e4\uc5b4, Artifact Registry API\ub97c \ud65c\uc131\ud654\ud558\ub824\uba74\u00a0<code>gcloud services enable artifactregistry.googleapis.com<\/code>\u00a0\uba85\ub839\uc5b4\ub97c \uc2e4\ud589\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><code># \uc0ac\uc804 \uccb4\ud06c \ud56d\ubaa9<\/code>: \uc0ac\uc6a9\ud560 API\uc758 \uc774\ub984\uacfc \uae30\ub2a5\uc744 \ud655\uc2e4\ud788 \uc774\ud574\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Install the Google Cloud CLI<a href=\"https:\/\/cloud.google.com\/sdk\/docs\/install-sdk\" target=\"_blank\" rel=\"noreferrer noopener\">6<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>IAM \uad8c\ud55c \ubd80\uc5ec<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ud544\uc694\uc5d0 \ub530\ub77c, \ud2b9\uc815 \uc0ac\uc6a9\uc790\uc758 \uad8c\ud55c\uc744 \ucd94\uac00\ud558\uae30 \uc704\ud574 \ub2e4\uc74c\uacfc \uac19\uc774 \uba85\ub839\uc5b4\ub97c \uc2e4\ud589\ud569\ub2c8\ub2e4:<code>gcloud projects add-iam-policy-binding [PROJECT_ID] --member='user:[USER_EMAIL]' --role='roles\/container.developer'<\/code><\/li>\n\n\n\n<li><code># \uc0ac\uc804 \uccb4\ud06c \ud56d\ubaa9<\/code>: \uc0ac\uc6a9\uc790\uc758 \uc774\uba54\uc77c \uc8fc\uc18c\uc640 \ud504\ub85c\uc81d\ud2b8 ID\ub97c \uc815\ud655\ud788 \uc785\ub825\ud588\ub294\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Access control with IAM<a href=\"https:\/\/cloud.google.com\/artifact-registry\/docs\/access-control\" target=\"_blank\" rel=\"noreferrer noopener\">3<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"4.-%EC%A0%80%EC%9E%A5%EC%86%8C-%EC%9A%94%EA%B8%88-%EC%B2%B4%EA%B3%84-%EB%B9%84%EA%B5%90-(2025%EB%85%84-%EA%B8%B0%EC%A4%80)\">4. \uc800\uc7a5\uc18c \uc694\uae08 \uccb4\uacc4 \ube44\uad50 (2025\ub144 \uae30\uc900)<\/h2>\n\n\n\n<p>\uc800\uc7a5\uc18c\uc758 \uc694\uae08 \uccb4\uacc4\ub294 \uc0ac\uc6a9\ub7c9 \ubc0f \uae30\ub2a5\uc5d0 \ub530\ub77c \ub2e4\ub985\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\uc800\uc7a5\uc18c \uc885\ub958<\/th><th>\uc694\uae08 \ubd80\uacfc \ubc29\uc2dd<\/th><th>\ub9c1\ud06c<\/th><\/tr><\/thead><tbody><tr><td><strong>Container Registry<\/strong><\/td><td>Cloud Storage \uc0ac\uc6a9\ub7c9 \ubc0f&nbsp;<strong>\ub370\uc774\ud130 \uc804\uc1a1 \ube44\uc6a9<\/strong>\uc744 \uae30\ubc18\uc73c\ub85c \uc694\uae08\uc774 \ubd80\uacfc\ub429\ub2c8\ub2e4.<\/td><td>Pricing<\/td><\/tr><tr><td><strong>Artifact Registry<\/strong><\/td><td><strong>\uc800\uc7a5 \uc6a9\ub7c9<\/strong>,&nbsp;<strong>\uc694\uccad \uc218<\/strong>,&nbsp;<strong>\uba54\ud0c0\ub370\uc774\ud130 \uc800\uc7a5<\/strong>&nbsp;\ubc0f&nbsp;<strong>\ub124\ud2b8\uc6cc\ud06c \ube44\uc6a9<\/strong>&nbsp;\ub4f1 \ub2e4\uc591\ud55c \uc694\uc18c\uc5d0 \ub530\ub77c \uc694\uae08 \uc0b0\uc815\uc774 \uc774\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4.<\/td><td>Pricing<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"5.-%EC%9D%B4%EB%AF%B8%EC%A7%80-%EB%B0%B0%ED%8F%AC-%EC%8B%9C-latency-%EB%B9%84%EA%B5%90-%EB%8D%B0%EC%9D%B4%ED%84%B0\">5. \uc774\ubbf8\uc9c0 \ubc30\ud3ec \uc2dc Latency \ube44\uad50 \ub370\uc774\ud130<\/h2>\n\n\n\n<p>\ud604\uc7ac \uc81c\uacf5\ub41c \uc790\ub8cc\uc5d0\ub294&nbsp;<strong>100MB \ucee8\ud14c\uc774\ub108 \uc774\ubbf8\uc9c0 \ubc30\ud3ec \uc2dc\uc758 \uad6c\uccb4\uc801\uc778 latency \uc218\uce58<\/strong>(\uc608: \ubc00\ub9ac\ucd08 \ub2e8\uc704)\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<br>Artifact Registry\ub294&nbsp;<strong>\uc9c0\uc5ed \ucd5c\uc801\ud654<\/strong>&nbsp;\uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uc5ec \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0\uc744 \uc904\uc77c \uc218 \uc788\uc9c0\ub9cc, \uc815\ud655\ud55c \uc131\ub2a5 \ub370\uc774\ud130\ub294 \ucd94\uac00\uc801\uc778 \ubca4\uce58\ub9c8\ud06c \uacb0\uacfc\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"6.-artifact-registry%EC%9D%98-cve-%EC%B7%A8%EC%95%BD%EC%A0%90-%EC%8A%A4%EC%BA%90%EB%8B%9D-%EA%B8%B0%EB%8A%A5\">6. Artifact Registry\uc758 CVE \ucde8\uc57d\uc810 \uc2a4\uce90\ub2dd \uae30\ub2a5<\/h2>\n\n\n\n<p>Artifact Registry\uc640 Container Registry\uc758 \ucde8\uc57d\uc810 \uc2a4\uce90\ub2dd \uae30\ub2a5\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \ucc28\uc774\uac00 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Artifact Registry<\/strong>\n<ul class=\"wp-block-list\">\n<li>OS \ubc0f \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc5b8\uc5b4 \ud328\ud0a4\uc9c0 \ub4f1 \ub2e4\uc591\ud55c \uc544\ud2f0\ud329\ud2b8\uc5d0 \ub300\ud574\u00a0<strong>\uc790\ub3d9 \ubc0f \uc218\ub3d9 CVE \ucde8\uc57d\uc810 \uc2a4\uce90\ub2dd<\/strong>\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ubcf4\uc548 \uac15\ud654 \ubc0f \ucde8\uc57d\uc810 \uad00\ub9ac\uc5d0 \uc720\ub9ac\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Artifact analysis and vulnerability scanning<a href=\"https:\/\/cloud.google.com\/artifact-registry\/docs\/analysis\" target=\"_blank\" rel=\"noreferrer noopener\">4<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Container Registry<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uae30\ubcf8\uc801\uc73c\ub85c Docker \uc774\ubbf8\uc9c0\uc5d0 \ud55c\uc815\ub41c \ucde8\uc57d\uc810 \uc2a4\uce90\ub2dd \uae30\ub2a5\ub9cc \uc81c\uacf5\ud558\uba70, \uc678\ubd80 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud574\uc57c \ud560 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Transition from Container Registry<a href=\"https:\/\/cloud.google.com\/artifact-registry\/docs\/transition\/transition-from-gcr\" target=\"_blank\" rel=\"noreferrer noopener\">1<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"7.-gcloud-cli-%EC%84%A4%EC%B9%98-%EC%8B%9C-%EC%B5%9C%EC%86%8C-%EC%9A%94%EA%B5%AC%EC%82%AC%ED%95%AD\">7. gcloud CLI \uc124\uce58 \uc2dc \ucd5c\uc18c \uc694\uad6c\uc0ac\ud56d<\/h2>\n\n\n\n<p>Google Cloud CLI\ub294 \ub2e4\uc591\ud55c \uc6b4\uc601\uccb4\uc81c\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \uc124\uce58 \uc804\uc5d0 \ub2e4\uc74c \ucd5c\uc18c \uc694\uad6c\uc0ac\ud56d\uc744 \ucda9\uc871\ud574\uc57c \ud569\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Python \ubc84\uc804<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\ucd5c\uc18c Python\u00a0<strong>3.8 \uc774\uc0c1, 3.13 \uc774\ud558<\/strong>\ub97c \uc694\uad6c\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ucd5c\uc2e0 \ub9b4\ub9ac\uc988 \ub178\ud2b8\uc5d0\uc11c\ub294 Python\u00a0<strong>3.12 \uc774\uc0c1<\/strong>\u00a0\uc0ac\uc6a9\uc744 \uad8c\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Quickstart: Install the Google Cloud CLI<a href=\"https:\/\/cloud.google.com\/sdk\/docs\/install-sdk\" target=\"_blank\" rel=\"noreferrer noopener\">6<\/a>, Google Cloud CLI &#8211; Release Notes<a href=\"https:\/\/cloud.google.com\/sdk\/docs\/release-notes\" target=\"_blank\" rel=\"noreferrer noopener\">8<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"8.-gcloud-init-%EC%8B%A4%ED%96%89-%EC%8B%9C-%ED%95%84%EC%88%98-%ED%8C%8C%EB%9D%BC%EB%AF%B8%ED%84%B0\">8. gcloud init \uc2e4\ud589 \uc2dc \ud544\uc218 \ud30c\ub77c\ubbf8\ud130<\/h2>\n\n\n\n<p>gcloud CLI\ub97c \ucd08\uae30\ud654\ud560 \ub54c \uac00\uc7a5 \uc911\uc694\ud55c \ud30c\ub77c\ubbf8\ud130\ub294&nbsp;<strong>\ud504\ub85c\uc81d\ud2b8 ID<\/strong>\uc785\ub2c8\ub2e4.<br>\ub85c\uadf8\uc778 \ubc0f \uc778\uc99d \uacfc\uc815\uacfc \ud568\uaed8 \uc62c\ubc14\ub978 \ud504\ub85c\uc81d\ud2b8 ID\ub97c \uc785\ub825\ud574\uc57c \uc774\ud6c4 \ubaa8\ub4e0 gcloud \uba85\ub839\uc5b4\ub4e4\uc774 \ud574\ub2f9 \ud504\ub85c\uc81d\ud2b8\uc640 \uc5f0\uacc4\ub418\uc5b4 \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Initializing the gcloud CLI<a href=\"https:\/\/cloud.google.com\/sdk\/docs\/initializing\" target=\"_blank\" rel=\"noreferrer noopener\">5<\/a><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"9.-iam-%EA%B6%8C%ED%95%9C-%EB%B6%80%EC%97%AC-%EB%AA%85%EB%A0%B9%EC%96%B4\">9. IAM \uad8c\ud55c \ubd80\uc5ec \uba85\ub839\uc5b4<\/h2>\n\n\n\n<p>\ucee8\ud14c\uc774\ub108 \uac1c\ubc1c \ubc0f \ud074\ub7ec\uc2a4\ud130 \uad00\ub9ac \uc2dc \ud544\uc694\ud55c&nbsp;<strong>container.developer<\/strong>&nbsp;\uc5ed\ud560\uc744 \ubd80\uc5ec\ud558\uae30 \uc704\ud55c \uc815\ud655\ud55c \uba85\ub839\uc5b4\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>gcloud projects add-iam-policy-binding &#91;PROJECT_ID] --member='user:&#91;USER_EMAIL]' --role='roles\/container.developer'\n<\/code><\/pre>\n\n\n\n<p>\uc5ec\uae30\uc11c,<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>**[PROJECT_ID]**\ub294 \uc0ac\uc6a9\uc790\uac00 \uc791\uc5c5\ud558\ub294 \ud504\ub85c\uc81d\ud2b8 ID<\/li>\n\n\n\n<li>**[USER_EMAIL]**\uc740 \uad8c\ud55c\uc744 \ubd80\uc5ec\ud560 \uc0ac\uc6a9\uc790 \uc774\uba54\uc77c \uc8fc\uc18c<\/li>\n\n\n\n<li>Access control with IAM<a href=\"https:\/\/cloud.google.com\/artifact-registry\/docs\/access-control\" target=\"_blank\" rel=\"noreferrer noopener\">3<\/a><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"10.-docker-%EC%9D%B8%EC%A6%9D%3A-credential-helper-%EC%84%A4%EC%A0%95-%EC%B0%A8%EC%9D%B4%EC%A0%90\">10. Docker \uc778\uc99d: Credential Helper \uc124\uc815 \ucc28\uc774\uc810<\/h2>\n\n\n\n<p>\ub450 \uc800\uc7a5\uc18c\uc5d0\uc11c Docker \uc778\uc99d \uc124\uc815 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \ub2e4\ub985\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Container Registry<\/strong>\n<ul class=\"wp-block-list\">\n<li><code>gcloud auth configure-docker<\/code>\u00a0\uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uae30\ubcf8 Docker \uc778\uc99d \uc815\ubcf4\ub97c \uad6c\uc131\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Artifact Registry<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ud2b9\uc815 \uc9c0\uc5ed \ud638\uc2a4\ud2b8\ub97c \uba85\uc2dc\ud558\uc5ec, \uc608\ub97c \ub4e4\uc5b4\u00a0<code>gcloud auth configure-docker us-central1-docker.pkg.dev<\/code>\uc640 \uac19\uc774 \uc124\uc815\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Configure authentication to Artifact Registry for Docker<a href=\"https:\/\/cloud.google.com\/artifact-registry\/docs\/docker\/authentication\" target=\"_blank\" rel=\"noreferrer noopener\">9<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"11.-artifact-registry-%EA%B8%B0%EB%B3%B8-%EC%9D%B4%EB%AF%B8%EC%A7%80-%EB%B3%B4%EC%A1%B4-%EC%A0%95%EC%B1%85\">11. Artifact Registry \uae30\ubcf8 \uc774\ubbf8\uc9c0 \ubcf4\uc874 \uc815\ucc45<\/h2>\n\n\n\n<p>Artifact Registry\uc5d0\uc11c \uae30\ubcf8\uc801\uc73c\ub85c \uc124\uc815\ub418\ub294 \uc774\ubbf8\uc9c0 \ubcf4\uc874 \uc815\ucc45(\ub9ac\ud150\uc158 \uc815\ucc45)\uc740 \uc77c\ubc18\uc801\uc73c\ub85c&nbsp;<strong>30\uc77c<\/strong>\uc785\ub2c8\ub2e4.<br>\uc774 \uac12\uc740 Cleanup Policies\ub97c \ud1b5\ud574 \uad00\ub9ac\ud560 \uc218 \uc788\uc73c\uba70, \ud544\uc694\uc5d0 \ub530\ub77c \uc0ac\uc6a9\uc790\uac00 \uc6d0\ud558\ub294 \uae30\uac04\uc73c\ub85c \ubcc0\uacbd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Repository overview<a href=\"https:\/\/cloud.google.com\/artifact-registry\/docs\/repositories\" target=\"_blank\" rel=\"noreferrer noopener\">2<\/a>, Pricing | Artifact Registry | Google Cloud<a href=\"https:\/\/cloud.google.com\/artifact-registry\/pricing\" target=\"_blank\" rel=\"noreferrer noopener\">7<\/a><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"12.-minikube-%EC%84%A4%EC%B9%98-%EB%B0%8F-%EC%8B%9C%EC%8A%A4%ED%85%9C-%EC%9A%94%EA%B5%AC%EC%82%AC%ED%95%AD\">12. Minikube \uc124\uce58 \ubc0f \uc2dc\uc2a4\ud15c \uc694\uad6c\uc0ac\ud56d<\/h2>\n\n\n\n<p>Minikube\ub294 \ub85c\uceec \ud658\uacbd\uc5d0\uc11c \uac04\ud3b8\ud558\uac8c Kubernetes \ud074\ub7ec\uc2a4\ud130\ub97c \uc2e4\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc8fc\ub294 \ub3c4\uad6c\uc785\ub2c8\ub2e4.<br>\uc124\uce58 \uc804 \ucd5c\uc18c \uc2dc\uc2a4\ud15c \uc694\uad6c\uc0ac\ud56d\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>CPU<\/strong>: \ucd5c\uc18c\u00a0<strong>2\uac1c \uc774\uc0c1\uc758 CPU<\/strong>\u00a0(\uc77c\ubd80 \uc790\ub8cc\uc5d0\uc11c\ub294 4\uac1c \uc774\uc0c1\uc758 \uac00\uc0c1 CPU \uad8c\uc7a5)\n<ul class=\"wp-block-list\">\n<li>Minikube start<a href=\"https:\/\/minikube.sigs.k8s.io\/docs\/start\/\" target=\"_blank\" rel=\"noreferrer noopener\">10<\/a>, NERc Docs<a href=\"https:\/\/nerc-project.github.io\/nerc-docs\/other-tools\/kubernetes\/minikube\/\" target=\"_blank\" rel=\"noreferrer noopener\">11<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>RAM<\/strong>: \ucd5c\uc18c\u00a0<strong>2GB<\/strong>\u00a0(\uc6d0\ud65c\ud558\uac8c \uc2e4\ud589\ud558\ub824\uba74 4GB \uc774\uc0c1 \uad8c\uc7a5)\n<ul class=\"wp-block-list\">\n<li>Minikube start<a href=\"https:\/\/minikube.sigs.k8s.io\/docs\/start\/\" target=\"_blank\" rel=\"noreferrer noopener\">10<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uc800\uc7a5 \uacf5\uac04<\/strong>: \ucd5c\uc18c\u00a0<strong>20GB<\/strong>\u00a0\uc774\uc0c1\uc758 \uc5ec\uc720 \uacf5\uac04\n<ul class=\"wp-block-list\">\n<li>Top Kubernetes Tools for 2025<a href=\"https:\/\/medium.com\/@yakuphanbilgic3\/top-kubernetes-tools-for-devops-4e2c875a1f35\" target=\"_blank\" rel=\"noreferrer noopener\">12<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ub124\ud2b8\uc6cc\ud06c \uc5f0\uacb0<\/strong>\u00a0\ubc0f\u00a0<strong>Docker(\ub610\ub294 \uac00\uc0c1 \uba38\uc2e0 \uad00\ub9ac\uc790)<\/strong>\u00a0\uc0ac\uc6a9 \uac00\ub2a5 \ud658\uacbd<\/li>\n<\/ul>\n\n\n\n<p>\ub610\ud55c, Minikube\uc5d0\uc11c \ub9ac\ub205\uc2a4 \ucee8\ud14c\uc774\ub108 \uad6c\ub3d9\uc744 \uc704\ud55c \ucd5c\uc18c \uc694\uad6c\uc0ac\ud56d\ub3c4 \uc704\uc640 \ub3d9\uc77c\ud558\uac8c \uc801\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"13.-gke-%ED%81%B4%EB%9F%AC%EC%8A%A4%ED%84%B0-%EC%83%9D%EC%84%B1-%EC%A0%84-%EB%84%A4%ED%8A%B8%EC%9B%8C%ED%81%AC-%EA%B5%AC%EC%84%B1-%EC%9A%94%EA%B5%AC%EC%82%AC%ED%95%AD\">13. GKE \ud074\ub7ec\uc2a4\ud130 \uc0dd\uc131 \uc804 \ub124\ud2b8\uc6cc\ud06c \uad6c\uc131 \uc694\uad6c\uc0ac\ud56d<\/h2>\n\n\n\n<p>GKE \ud074\ub7ec\uc2a4\ud130\ub97c \uc0dd\uc131\ud558\uae30 \uc804\uc5d0 \ub2e4\uc74c \ub124\ud2b8\uc6cc\ud06c \uad6c\uc131 \uc694\uc18c\ub4e4\uc744 \ud544\uc218\uc801\uc73c\ub85c \uc900\ube44\ud574\uc57c \ud569\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>VPC \ub124\ud2b8\uc6cc\ud06c<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ud074\ub7ec\uc2a4\ud130 \ubc30\ud3ec \uc804\uc5d0 \uc0ac\uc6a9\ub420 VPC \ub124\ud2b8\uc6cc\ud06c\ub97c \ubbf8\ub9ac \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc5ec\ub7ec \uc11c\ube0c\ub137\uc774 \ud3ec\ud568\ub418\uc5b4\uc57c \ud558\uba70, \uac01 \uc11c\ube0c\ub137\uc740\u00a0<strong>\uace0\uc720\uc758 CIDR \ube14\ub85d<\/strong>\uc774\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>CIDR \ucda9\ub3cc\uc774 \ubc1c\uc0dd\ud560 \uacbd\uc6b0 \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:\n<ol class=\"wp-block-list\">\n<li>\ud604\uc7ac \uc124\uc815\ub41c \uc11c\ube0c\ub137\uc758 CIDR \ube14\ub85d\uc744 \uac80\ud1a0\ud558\uc5ec \uc911\ubcf5\ub41c CIDR \ube14\ub85d\uc744 \ud30c\uc545\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>gcloud CLI\ub97c \uc0ac\uc6a9\ud558\uc5ec\u00a0<code>gcloud compute networks subnets list --project [PROJECT_ID]<\/code>\u00a0\uba85\ub839\uc5b4\ub85c \uc11c\ube0c\ub137 \ubaa9\ub85d\uc744 \ud655\uc778\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ud544\uc694\ud55c \uacbd\uc6b0, \uc11c\ube0c\ub137\uc758 CIDR \ube14\ub85d\uc744 \ubcc0\uacbd\ud558\uc5ec \ud574\uacb0\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li>Network overview<a href=\"https:\/\/cloud.google.com\/kubernetes-engine\/docs\/concepts\/network-overview\" target=\"_blank\" rel=\"noreferrer noopener\">13<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ubc29\ud654\ubcbd \uaddc\uce59<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ud074\ub7ec\uc2a4\ud130 \uc81c\uc5b4 \ud3c9\uba74\uacfc \ub0b4\ubd80 \ud1b5\uc2e0\uc744 \uc704\ud574 *.googleapis.com, *.gcr.io, \ubc0f \uc81c\uc5b4 \ud3c9\uba74 IP\uc5d0 \ub300\ud55c \uc778\uadf8\ub808\uc2a4 \ub610\ub294 egress\uac00 \ud5c8\uc6a9\ub418\ub294 \ubc29\ud654\ubcbd \uaddc\uce59\uc744 \uad6c\uc131\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc678\ubd80 \uc811\uc18d\uc744 \uc704\ud55c \uacbd\uc6b0, HTTP(\ud3ec\ud2b8 80)\uc640 HTTPS(\ud3ec\ud2b8 443)\ub97c \uac1c\ubc29\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Automatically created firewall rules<a href=\"https:\/\/cloud.google.com\/kubernetes-engine\/docs\/concepts\/firewall-rules\" target=\"_blank\" rel=\"noreferrer noopener\">14<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"14.-gke-%ED%81%B4%EB%9F%AC%EC%8A%A4%ED%84%B0-%EC%83%9D%EC%84%B1-%EC%8B%9C-%EB%85%B8%EB%93%9C-%ED%92%80%EC%97%90-%ED%95%84%EC%9A%94%ED%95%9C-iam-%EA%B6%8C%ED%95%9C\">14. GKE \ud074\ub7ec\uc2a4\ud130 \uc0dd\uc131 \uc2dc \ub178\ub4dc \ud480\uc5d0 \ud544\uc694\ud55c IAM \uad8c\ud55c<\/h2>\n\n\n\n<p>GKE \ud074\ub7ec\uc2a4\ud130 \ubc0f \ub178\ub4dc \ud480\uc744 \uc0dd\uc131\ud558\uae30 \uc704\ud574\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 IAM \uad8c\ud55c\ub4e4\uc774 \ud544\uc694\ud569\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Google Kubernetes Engine API \uad00\ub828 \uad8c\ud55c<\/strong><\/li>\n\n\n\n<li><strong>roles\/container.admin<\/strong>\u00a0: \ud074\ub7ec\uc2a4\ud130 \ubc0f \ub178\ub4dc \ud480 \uc0dd\uc131, \uad00\ub9ac \uad8c\ud55c.<\/li>\n\n\n\n<li><strong>roles\/compute.networkUser<\/strong>\u00a0: VPC \ub124\ud2b8\uc6cc\ud06c, \ubc29\ud654\ubcbd \uaddc\uce59 \uad00\ub9ac \uad8c\ud55c.<\/li>\n\n\n\n<li>\ucd94\uac00\uc801\uc73c\ub85c, \ud074\ub7ec\uc2a4\ud130 \uc0dd\uc131 \uc2dc \ud544\uc694\ud55c \uc11c\ube44\uc2a4 \uacc4\uc815\uc5d0 \ucd5c\uc18c \uad8c\ud55c\uc744 \ud560\ub2f9\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Add and manage node pools<a href=\"https:\/\/cloud.google.com\/kubernetes-engine\/docs\/how-to\/node-pools\" target=\"_blank\" rel=\"noreferrer noopener\">15<\/a>, Prerequisites for GKE clusters on Google Cloud<a href=\"https:\/\/cloud.google.com\/kubernetes-engine\/fleet-management\/docs\/before-you-begin\/gke\" target=\"_blank\" rel=\"noreferrer noopener\">16<\/a><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"15.-minikube-%EC%B4%88%EA%B8%B0-%EC%84%A4%EC%A0%95-%EC%8B%9C-%EC%BB%A8%ED%85%8C%EC%9D%B4%EB%84%88-%EB%9F%B0%ED%83%80%EC%9E%84-%EC%A7%80%EC%9B%90-%EB%B0%8F-%EB%B2%84%EC%A0%84-%EC%A0%9C%EC%95%BD%EC%A1%B0%EA%B1%B4\">15. Minikube \ucd08\uae30 \uc124\uc815 \uc2dc \ucee8\ud14c\uc774\ub108 \ub7f0\ud0c0\uc784 \uc9c0\uc6d0 \ubc0f \ubc84\uc804 \uc81c\uc57d\uc870\uac74<\/h2>\n\n\n\n<p>Minikube\ub294 Docker\ub97c \uae30\ubcf8 \ucee8\ud14c\uc774\ub108 \ub7f0\ud0c0\uc784\uc73c\ub85c \uc0ac\uc6a9\ud558\uba70, \ub2e4\uc74c \uc694\uad6c\uc0ac\ud56d\uc744 \ucda9\uc871\ud574\uc57c \ud569\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Docker<\/strong>: \ucd5c\uc18c\u00a0<strong>20.10 \ubc84\uc804<\/strong>\u00a0\uc774\uc0c1\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774\ub294 \ucd5c\uc2e0 \uae30\ub2a5\uacfc \uc548\uc815\uc801\uc778 \ucee8\ud14c\uc774\ub108 \uad6c\ub3d9\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.\n<ul class=\"wp-block-list\">\n<li>Minikube &#8211; Drivers, Docker<a href=\"https:\/\/minikube.sigs.k8s.io\/docs\/drivers\/docker\/\" target=\"_blank\" rel=\"noreferrer noopener\">17<\/a><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>containerd<\/strong>\u00a0\ub610\ub294\u00a0<strong>cri-o<\/strong>\ub3c4 \uc9c0\uc6d0\ud558\uc9c0\ub9cc, \ud2b9\ubcc4\ud55c \ubc84\uc804 \uc81c\uc57d\uc740 \uba85\uc2dc\uc801\uc73c\ub85c \uc81c\uc2dc\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ucd5c\uc2e0 \uc548\uc815 \ubc84\uc804\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.\n<ul class=\"wp-block-list\">\n<li>Runtimes<a href=\"https:\/\/minikube.sigs.k8s.io\/docs\/runtimes\/\" target=\"_blank\" rel=\"noreferrer noopener\">18<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"16.-minikube%EC%99%80-gke-%ED%81%B4%EB%9F%AC%EC%8A%A4%ED%84%B0-%EC%84%A4%EC%A0%95-%EB%82%9C%EC%9D%B4%EB%8F%84-%EB%B9%84%EA%B5%90\">16. Minikube\uc640 GKE \ud074\ub7ec\uc2a4\ud130 \uc124\uc815 \ub09c\uc774\ub3c4 \ube44\uad50<\/h2>\n\n\n\n<p>\ub450 \ud658\uacbd\uc758 \uc124\uc815 \ub09c\uc774\ub3c4\ub97c \ube44\uad50\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Minikube<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\uc124\uc815 \uc2dc\uac04<\/strong>: \uc57d\u00a0<strong>2~5\ubd84<\/strong>\u00a0\ub0b4\uc5d0 \ub2e8\uc77c \ub178\ub4dc \ud074\ub7ec\uc2a4\ud130\ub85c \ube60\ub974\uac8c \uc124\uc815 \uac00\ub2a5<\/li>\n\n\n\n<li><strong>\uc2e4\ud328\uc728<\/strong>: \ub85c\uceec \ud658\uacbd\uc5d0\uc11c \uac04\ub2e8\ud55c \uc124\uc815\uc774\ubbc0\ub85c \uc624\ub958 \ubc1c\uc0dd\ub960\uc774 \ub0ae\uc74c<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>GKE<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\uc124\uc815 \uc2dc\uac04<\/strong>: \ud074\ub77c\uc6b0\ub4dc API, \uc778\uc99d, \ub124\ud2b8\uc6cc\ud06c \uc124\uc815 \ub4f1 \ucd94\uac00 \ub2e8\uacc4\ub85c \uc778\ud574\u00a0<strong>5~10\ubd84<\/strong>\u00a0\uc774\uc0c1\uc774 \uc18c\uc694\ub420 \uc218 \uc788\uc74c<\/li>\n\n\n\n<li><strong>\uc2e4\ud328\uc728<\/strong>: IAM, \ub124\ud2b8\uc6cc\ud06c \ubc0f \uae30\ud0c0 \uad6c\uc131 \uc624\ub958\ub85c \uc778\ud574 \uc0c1\ub300\uc801\uc73c\ub85c \uc624\ub958 \ubc1c\uc0dd \uac00\ub2a5\uc131\uc774 \ub192\uc744 \uc218 \uc788\uc74c<\/li>\n\n\n\n<li>Pingcap Docs<a href=\"https:\/\/docs.pingcap.com\/tidb-in-kubernetes\/stable\/build-multi-gcp-gke\" target=\"_blank\" rel=\"noreferrer noopener\">19<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\uc815\ud655\ud55c \uc218\uce58\uc640 \ube44\uad50\ub294 \ucd5c\uc2e0 \ubca4\uce58\ub9c8\ud06c\ub098 \uacf5\uc2dd \ubb38\uc11c\ub97c \ucc38\uc870\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"17.-python-flask-%EC%95%B1%EC%9D%84-gke%EC%97%90-%EB%B0%B0%ED%8F%AC%ED%95%98%EB%8A%94-%EA%B2%80%EC%A6%9D-%EC%A0%88%EC%B0%A8\">17. Python Flask \uc571\uc744 GKE\uc5d0 \ubc30\ud3ec\ud558\ub294 \uac80\uc99d \uc808\ucc28<\/h2>\n\n\n\n<p>Python Flask \uc571\uc744 GKE\uc5d0 \ubc30\ud3ec\ud558\ub294 \uac04\uc18c\ud654\ub41c \uac80\uc99d \uc808\ucc28\ub294 \ub2e4\uc74c 3\ub2e8\uacc4\ub85c \uc694\uc57d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Docker \uc774\ubbf8\uc9c0 \uc0dd\uc131 \ubc0f \ud478\uc2dc<\/strong>\n<ul class=\"wp-block-list\">\n<li>Flask \uc571\uc758 Dockerfile\uc744 \uc791\uc131\ud558\uace0, \uc774\ubbf8\uc9c0\ub97c \ube4c\ub4dc\ud55c \ud6c4<br>\uc608:<code>docker build -t gcr.io\/YOUR_PROJECT_ID\/flask-app:latest . docker push gcr.io\/YOUR_PROJECT_ID\/flask-app:latest<\/code><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Kubernetes \ubc30\ud3ec \uad6c\uc131<\/strong>\n<ul class=\"wp-block-list\">\n<li>deployment.yaml \ud30c\uc77c\uc744 \uc791\uc131\ud558\uc5ec GKE \ud074\ub7ec\uc2a4\ud130\uc5d0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ubc30\ud3ec\ud569\ub2c8\ub2e4.<br>\uc608:<code>kubectl apply -f deployment.yaml<\/code><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uc11c\ube44\uc2a4 \uac80\uc99d<\/strong>\n<ul class=\"wp-block-list\">\n<li><code>kubectl get pods<\/code>\ub85c \ud30c\ub4dc \uc0c1\ud0dc\ub97c \ud655\uc778\ud558\uace0,\u00a0<code>kubectl logs &lt;pod-id><\/code>\ub85c \ub85c\uadf8\ub97c \uc810\uac80\ud558\uc5ec \uc11c\ube44\uc2a4 \uc815\uc0c1 \ub3d9\uc791 \uc5ec\ubd80\ub97c \ud655\uc778\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ubc30\ud3ec \uc2dc \ubc1c\uc0dd \uac00\ub2a5\ud55c 5\ub300 \uc624\ub958 \uc720\ud615<\/strong>:\uc624\ub958 \ucf54\ub4dc\uc6d0\uc778\uc870\uce58 \ubc29\ubc95404\uc11c\ube44\uc2a4 \uc5c6\uc74c\uc11c\ube44\uc2a4 \ubc30\ud3ec \ud655\uc778403\uad8c\ud55c \uc5c6\uac70\ub098 \ubd80\uc871IAM \uad8c\ud55c \uc810\uac80500\uc11c\ubc84 \uc624\ub958\ub85c\uadf8 \ubd84\uc11d \ubc0f \uc218\uc815CrashLoopBack\ud30c\ub4dc \ud06c\ub798\uc2dc\uc124\uc815 \ud30c\uc77c \ubc0f \ub9ac\uc18c\uc2a4 \uc810\uac80ImagePullBack\uc774\ubbf8\uc9c0 \ubd88\ub7ec\uc624\uae30 \uc2e4\ud328\uc774\ubbf8\uc9c0 \uc774\ub984 \ubc0f \uc811\uadfc \uad8c\ud55c \ud655\uc778<\/li>\n\n\n\n<li>Mastering Kubernetes Deployments in 2025<a href=\"https:\/\/medium.com\/@skvutti\/mastering-kubernetes-deployments-in-2025-scale-your-python-app-and-grow-your-devops-following-2d8f3ff76487\" target=\"_blank\" rel=\"noreferrer noopener\">20<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"18.-%EB%A1%9C%EC%BB%AC-minikube-%ED%8F%AC%ED%8A%B8-%EC%B6%A9%EB%8F%8C-%EC%98%A4%EB%A5%98-%ED%95%B4%EA%B2%B0-%EC%82%AC%EB%A1%80\">18. \ub85c\uceec Minikube \ud3ec\ud2b8 \ucda9\ub3cc \uc624\ub958 \ud574\uacb0 \uc0ac\ub840<\/h2>\n\n\n\n<p>\ub85c\uceec Minikube\uc5d0\uc11c \ud3ec\ud2b8 \ucda9\ub3cc \uc624\ub958\uac00 \ubc1c\uc0dd\ud558\ub294 \uacbd\uc6b0, \ub2e4\uc74c \uc808\ucc28\ub85c \ubb38\uc81c\ub97c \uc9c4\ub2e8\ud558\uace0 \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\ucda9\ub3cc \ud655\uc778<\/strong>\n<ul class=\"wp-block-list\">\n<li><code>kubectl describe service &lt;service-name><\/code>\u00a0\ubc0f\u00a0<code>kubectl get pods<\/code>\u00a0\uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubb38\uc81c\uac00 \ub418\ub294 \ud3ec\ud2b8\uc640 \ud604\uc7ac \ud560\ub2f9\ub41c \ud3ec\ud2b8\ub97c \ud655\uc778\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud3ec\ud2b8 \uc7ac\uc124\uc815<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ucda9\ub3cc\ub418\ub294 \ud3ec\ud2b8 \ubc88\ud638\ub97c \ubcc0\uacbd\ud558\uac70\ub098, NodePort \ubc94\uc704\ub97c \uc870\uc815\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ud3ec\ud2b8 \ud3ec\uc6cc\ub529 \ud14c\uc2a4\ud2b8<\/strong>\n<ul class=\"wp-block-list\">\n<li><code>kubectl port-forward<\/code>\u00a0\uba85\ub839\uc5b4\ub97c \uc0ac\uc6a9\ud574 \ud2b9\uc815 \ud3ec\ud2b8\ub97c \uc784\uc2dc\ub85c \ub2e4\ub978 \ud3ec\ud2b8\ub85c \uc7ac\ud560\ub2f9\ud558\uc5ec \uc811\uadfc\uc131\uc744 \ud14c\uc2a4\ud2b8\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ubb38\uc11c\ud654<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ubb38\uc81c \ud574\uacb0 \ud6c4, \ud574\ub2f9 \ubcc0\uacbd \uc0ac\ud56d\uc744 \ubb38\uc11c\ud654\ud558\uc5ec \ud5a5\ud6c4 \ub3d9\uc77c \ubb38\uc81c \ubc1c\uc0dd \uc2dc \ucc38\uace0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>GitHub Issue \ucc38\uace0<a href=\"https:\/\/github.com\/kubernetes\/minikube\/issues\/14202\" target=\"_blank\" rel=\"noreferrer noopener\">21<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"%EC%A2%85%ED%95%A9-%EB%AC%B8%EC%A0%9C-%ED%95%B4%EA%B2%B0-%EC%9B%8C%ED%81%AC%EC%88%8D-%EC%8B%9C%EB%82%98%EB%A6%AC%EC%98%A4\">\uc885\ud569 \ubb38\uc81c \ud574\uacb0 \uc6cc\ud06c\uc20d \uc2dc\ub098\ub9ac\uc624<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc2dc\ub098\ub9ac\uc624<\/strong>: \ubcf5\ud569 \uc7a5\uc560 \ubc1c\uc0dd &#8211;\u00a0<strong>\ub124\ud2b8\uc6cc\ud06c<\/strong>\u00a0+\u00a0<strong>IAM<\/strong>\u00a0+\u00a0<strong>\uc774\ubbf8\uc9c0 \ubb38\uc81c<\/strong>\n<ol class=\"wp-block-list\">\n<li>\ub124\ud2b8\uc6cc\ud06c \ubb38\uc81c \uc9c4\ub2e8: VPC \uad6c\uc131\uc774 \uc62c\ubc14\ub978\uc9c0, \ubc29\ud654\ubcbd \uc124\uc815\uc774 \uc81c\ub300\ub85c \ub418\uc5b4 \uc788\ub294\uc9c0 \uc810\uac80\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>IAM \ubb38\uc81c \uc9c4\ub2e8: \uc0ac\uc6a9\uc790\uc758 \uad8c\ud55c\uc774 \ubd80\uc871\ud55c\uc9c0 \ud655\uc778\ud55c \ud6c4 \ud544\uc694\ud55c \uc5ed\ud560\uc744 \ubd80\uc5ec\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc774\ubbf8\uc9c0 \ubb38\uc81c \uc9c4\ub2e8: \uc774\ubbf8\uc9c0\uac00 \uc62c\ubc14\ub974\uac8c \ubc30\ud3ec\ub418\uc5c8\ub294\uc9c0 \ud655\uc778\ud558\uace0, \ud544\uc694\ud55c \uacbd\uc6b0 \uc774\ubbf8\uc9c0\ub97c \uc7ac\ube4c\ub4dc\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"19.-%EA%B2%B0%EB%A1%A0\">19. \uacb0\ub860<\/h2>\n\n\n\n<p>\uc774 \uac15\uc758 \ub178\ud2b8\uc5d0\uc11c\ub294 GCP \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0\uc11c \ucee8\ud14c\uc774\ub108 \uc774\ubbf8\uc9c0\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uad00\ub9ac\ud558\uae30 \uc704\ud55c Artifact Registry\uc640 Container Registry\uc758 \ucc28\uc774\uc810, gcloud CLI\ub97c \ud1b5\ud55c \ucd08\uae30 \uc124\uc815 \ubc29\ubc95, Minikube \ubc0f GKE \ud074\ub7ec\uc2a4\ud130 \uad6c\uc131\uc758 \ud558\ub4dc\uc6e8\uc5b4 \ubc0f \ub124\ud2b8\uc6cc\ud06c \uc694\uad6c\uc0ac\ud56d, \uadf8\ub9ac\uace0 Python Flask \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubc30\ud3ec \ubc0f \uac80\uc99d \uc808\ucc28\uc5d0 \ub300\ud574 \uc0c1\uc138\ud788 \ub2e4\ub8e8\uc5c8\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ub85c\uceec \ubc0f \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ubb38\uc81c \ud574\uacb0 \ubc0f \ud2b8\ub7ec\ube14\uc288\ud305 \ubc29\ubc95\uc744 \uc81c\uc2dc\ud558\uc5ec, \ucd08\ubcf4\uc790\ub3c4 \uc2e4\uc81c\ub85c \ud658\uacbd\uc744 \uad6c\uc131\ud558\uace0 \uc6b4\uc601\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<br>\uac01 \ub2e8\uacc4\ub9c8\ub2e4 \uc81c\uacf5\ub41c \uad6c\uccb4\uc801\uc778 \uba85\ub839\uc5b4\uc640 \uc9c0\uce68\uc740 \uac15\uc758 \uc2e4\uc2b5\uc744 \ud1b5\ud574 \uc2e4\uc804 \uacbd\ud5d8\uc744 \uc313\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774 \uac15\uc758 \uc790\ub8cc\ub294 \ub2e4\uc591\ud55c \uacf5\uc2dd \ubb38\uc11c\uc640 \ucd5c\uc2e0 \uc0ac\ub840(\uc608: Transition from Container Registry<a href=\"https:\/\/cloud.google.com\/artifact-registry\/docs\/transition\/transition-from-gcr\" target=\"_blank\" rel=\"noreferrer noopener\">1<\/a>, Minikube start<a href=\"https:\/\/minikube.sigs.k8s.io\/docs\/start\/\" target=\"_blank\" rel=\"noreferrer noopener\">10<\/a>, Creating a zonal cluster<a href=\"https:\/\/cloud.google.com\/kubernetes-engine\/docs\/how-to\/creating-a-zonal-cluster\" target=\"_blank\" rel=\"noreferrer noopener\">22<\/a>)\ub97c \uae30\ubc18\uc73c\ub85c \uc791\uc131\ub418\uc5c8\uc73c\uba70, \ucd5c\uc2e0 \uc5c5\ub370\uc774\ud2b8 \uc0ac\ud56d\uc5d0 \ub530\ub77c \uac1c\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ud559\uc2b5\uc790 \uc5ec\ub7ec\ubd84\uc774 \uc774 \uac15\uc758\ub97c \ud1b5\ud574 \uc2e4\uc81c GCP \ubc0f \ucfe0\ubc84\ub124\ud2f0\uc2a4 \ud658\uacbd\uc5d0\uc11c \ucee8\ud14c\uc774\ub108 \uac1c\ubc1c, \ubc30\ud3ec, \uc2a4\ucf00\uc77c\ub9c1 \ubc0f \ubb38\uc81c \ud574\uacb0 \ub2a5\ub825\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ud568\uc591\ud558\uc2dc\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"%ED%95%B5%EC%8B%AC-%EC%9A%94%EC%A0%90\">\ud575\uc2ec \uc694\uc810<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uac15\uc758\ub294\u00a0<strong>15\uc2dc\uac04<\/strong>\uc744 6\uac1c \ubaa8\ub4c8\ub85c \ubd84\ud560\ud558\uc5ec \uc9c4\ud589\ub418\uba70, \uac01 \ubaa8\ub4c8\uc5d0\ub294 \ud544\uc218 \uc2e4\uc2b5 \uacfc\uc81c\uc640 \uc608\uc0c1 \ubb38\uc81c \uc0c1\ud669\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uac15\uc758 \ub178\ud2b8\ub294 GCP\uc758 Artifact Registry\uc640 Container Registry \ucc28\uc774,\u00a0<strong>gcloud CLI \ucd08\uae30 \uc124\uc815<\/strong>\u00a0\ubc0f API \ud65c\uc131\ud654, \uadf8\ub9ac\uace0 Minikube\uc640 GKE \ud074\ub7ec\uc2a4\ud130 \uad6c\uc131\uc744 \uc0c1\uc138\ud558\uac8c \ub2e4\ub8e8\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Artifact Registry\ub294 Docker \uc774\ubbf8\uc9c0 \uc678\uc5d0\ub3c4 Maven, npm, OS \ud328\ud0a4\uc9c0 \ub4f1 \ub2e4\uc591\ud55c \uc544\ud2f0\ud329\ud2b8\ub97c \uc9c0\uc6d0\ud558\uba70,\u00a0<strong>\ub9ac\ud3ec\uc9c0\ud1a0\ub9ac \uc218\uc900<\/strong>\uc758 IAM \uc815\ucc45\uacfc\u00a0<strong>\uc790\ub3d9 \ubc0f \uc218\ub3d9 CVE \ucde8\uc57d\uc810 \uc2a4\uce90\ub2dd<\/strong>\u00a0\uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>gcloud CLI \ucd08\uae30 \uc124\uc815\uc740 \ud130\ubbf8\ub110\uc5d0\uc11c\u00a0<code>gcloud init<\/code>\u00a0\uc2e4\ud589 \ud6c4\u00a0<strong>\ud504\ub85c\uc81d\ud2b8 \uc120\ud0dd<\/strong>\uacfc \ud544\uc694\ud55c API \ud65c\uc131\ud654\ub97c \ud1b5\ud574 \uc9c4\ud589\ub418\uba70, \uc815\ud655\ud55c\u00a0<strong>[PROJECT_ID]<\/strong>\u00a0\uc785\ub825\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Minikube\ub294 \ub85c\uceec \ud658\uacbd\uc5d0\uc11c \ub2e8\uc77c \ub178\ub4dc \ud074\ub7ec\uc2a4\ud130\ub97c \uc57d\u00a0<strong>2~5\ubd84<\/strong>\u00a0\ub0b4\uc5d0 \uc124\uc815\ud560 \uc218 \uc788\uc73c\ub098, GKE \ud074\ub7ec\uc2a4\ud130\ub294 \ub124\ud2b8\uc6cc\ud06c, IAM \ub4f1 \ucd94\uac00 \uad6c\uc131\uc73c\ub85c \uc778\ud574\u00a0<strong>5~10\ubd84<\/strong>\u00a0\uc774\uc0c1 \uc18c\uc694\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>Python Flask \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubc30\ud3ec\ub294 Docker \uc774\ubbf8\uc9c0 \uc0dd\uc131 \ubc0f \ud478\uc2dc, Kubernetes \ubc30\ud3ec \uad6c\uc131, \uadf8\ub9ac\uace0 \uc11c\ube44\uc2a4 \uac80\uc99d\uc758 3\ub2e8\uacc4\ub85c \uc9c4\ud589\ub418\uba70,\u00a0<strong>\uc774\ubbf8\uc9c0 \ube4c\ub4dc \uc2e4\ud328<\/strong>\u00a0\ubc0f\u00a0<strong>\ud3ec\ud2b8 \ucda9\ub3cc<\/strong>\uacfc \uac19\uc740 \ubb38\uc81c \ud574\uacb0 \uc808\ucc28\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"%EB%B6%80%EB%A1%9D%3A-%EB%B3%B4%EC%B6%A9-%EB%B9%84%EB%94%94%EC%98%A4-%EC%9E%90%EB%A3%8C\">\ubd80\ub85d: \ubcf4\ucda9 \ube44\ub514\uc624 \uc790\ub8cc<\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/i.ytimg.com\/vi_webp\/znhnDHAPCZE\/maxresdefault.webp\" alt=\"youtube\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"128\" src=\"https:\/\/wordpress.koseongnam.com\/wp-content\/uploads\/2025\/03\/image-1.png\" alt=\"\" class=\"wp-image-31\"\/><\/figure>\n\n\n\n<p>Getting Started with Containers and Google Kubernetes &#8230;<\/p>\n\n\n\n<p>Jul 25, 2018<\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. \uac15\uc758 \uac1c\uc694 \uc774 \uac15\uc758\ub294 Google Cloud Platform(GCP) \ud658\uacbd\uc5d0\uc11c \ucee8\ud14c\uc774\ub108 \uc774\ubbf8\uc9c0\ub97c \uad00\ub9ac\ud558\uace0, Kubernetes \ud074\ub7ec\uc2a4\ud130\ub97c \uc0dd\uc131\ud558\uc5ec \uc2e4\uc81c \uc560\ud50c\ub9ac\ucf00\uc774\uc158(\uc608: \ud30c\uc774\uc36c Flask \uc571)\uc744 \ubc30\ud3ec\ud558\uace0 \uc2a4\ucf00\uc77c\ub9c1\ud558\ub294 \ubc29\ubc95\uc744 \ub2e4\ub8f9\ub2c8\ub2e4. \ud559\uc2b5\uc790\ub294 \uae30\ubcf8 \uac1c\ub150\ubd80\ud130 \uc2e4\uc2b5\uae4c\uc9c0 \ub2e8\uacc4\ubcc4\ub85c \ubc30\uc6cc\ub098\uac00\uba70, \ub2e4\uc74c\uacfc \uac19\uc740 \uc8fc\uc694 \ubaa9\ud45c\ub97c \ub2ec\uc131\ud558\uac8c \ub429\ub2c8\ub2e4. \uac15\uc758 \uc2dc\uac04\ubcc4 \uc138\ubd80 \uacc4\ud68d \uac15\uc758\ub294 15\uc2dc\uac04\uc744 6\uac1c \ubaa8\ub4c8\ub85c \ubd84\ud560\ud558\uc5ec \uc9c4\ud589\ud569\ub2c8\ub2e4. \uac01 \ubaa8\ub4c8\ubcc4 \ud544\uc218 \uc2e4\uc2b5 \uacfc\uc81c \ubc0f \uc608\uc0c1 \ubb38\uc81c \uc0c1\ud669\uc740 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-23","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wordpress.koseongnam.com\/index.php?rest_route=\/wp\/v2\/posts\/23","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wordpress.koseongnam.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wordpress.koseongnam.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wordpress.koseongnam.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wordpress.koseongnam.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=23"}],"version-history":[{"count":2,"href":"https:\/\/wordpress.koseongnam.com\/index.php?rest_route=\/wp\/v2\/posts\/23\/revisions"}],"predecessor-version":[{"id":32,"href":"https:\/\/wordpress.koseongnam.com\/index.php?rest_route=\/wp\/v2\/posts\/23\/revisions\/32"}],"wp:attachment":[{"href":"https:\/\/wordpress.koseongnam.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=23"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wordpress.koseongnam.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=23"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wordpress.koseongnam.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=23"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}