{"id":55942,"date":"2025-03-11T23:37:40","date_gmt":"2025-03-11T14:37:40","guid":{"rendered":"https:\/\/8gfg.shop\/blog\/development\/efficient-resource-management-and-msa-strategy-for-reducing-cloud-costs"},"modified":"2025-03-11T23:37:43","modified_gmt":"2025-03-11T14:37:43","slug":"efficient-resource-management-and-msa-strategy-for-reducing-cloud-costs","status":"publish","type":"post","link":"https:\/\/8gfg.shop\/blog\/development\/efficient-resource-management-and-msa-strategy-for-reducing-cloud-costs","title":{"rendered":"\ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc744 \uc704\ud55c \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc640 MSA \uc804\ub7b5"},"content":{"rendered":"<ul class=\"toc_post_list\">\n<li>\n<h2>\ubaa9\ucc28<\/h2>\n<ul>\n<li><a href=\"#%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c-%eb%b9%84%ec%9a%a9-%ec%a0%88%ea%b0%90%ec%9d%84-%ec%9c%84%ed%95%9c-%ed%9a%a8%ec%9c%a8%ec%a0%81-%eb%a6%ac%ec%86%8c%ec%8a%a4-%ea%b4%80%eb%a6%ac%ec%99%80-msa-%ec%a0%84-DVDwlKsSwN\">\ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc744 \uc704\ud55c \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc640 MSA \uc804\ub7b5<\/a><\/li>\n<li><a href=\"#1-%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c-%eb%b9%84%ec%9a%a9-%ec%a0%88%ea%b0%90%ec%9d%98-%ed%95%84%ec%9a%94%ec%84%b1%ea%b3%bc-%ed%98%84%ed%99%a9-DVDwlKsSwN\">1. \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc758 \ud544\uc694\uc131\uacfc \ud604\ud669<\/a><\/li>\n<li><a href=\"#2-%ed%9a%a8%ec%9c%a8%ec%a0%81-%eb%a6%ac%ec%86%8c%ec%8a%a4-%ea%b4%80%eb%a6%ac%eb%a5%bc-%ed%86%b5%ed%95%9c-%eb%b9%84%ec%9a%a9-%ec%b5%9c%ec%a0%81%ed%99%94-%ec%a0%84%eb%9e%b5-DVDwlKsSwN\">2. \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\ub97c \ud1b5\ud55c \ube44\uc6a9 \ucd5c\uc801\ud654 \uc804\ub7b5<\/a><\/li>\n<li><a href=\"#3-msa-%ec%a0%84%eb%9e%b5-%eb%b0%8f-%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c-%eb%b9%84%ec%9a%a9-%ec%a0%88%ea%b0%90%ea%b3%bc%ec%9d%98-%ec%97%b0%ea%b3%84-DVDwlKsSwN\">3. MSA \uc804\ub7b5 \ubc0f \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uacfc\uc758 \uc5f0\uacc4<\/a><\/li>\n<li><a href=\"#4-%eb%af%b8%eb%9e%98-%ec%a0%84%eb%a7%9d-%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c-%eb%b9%84%ec%9a%a9-%ec%a0%88%ea%b0%90-%eb%b0%8f-%ed%9a%a8%ec%9c%a8%ec%a0%81-%eb%a6%ac%ec%86%8c%ec%8a%a4-DVDwlKsSwN\">4. \ubbf8\ub798 \uc804\ub9dd \u2013 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10 \ubc0f \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc758 \uc120\uc9c4 \uc0ac\ub840\uc640 \uc885\ud569\uc801 \uc804\ub7b5<\/a><\/li>\n<li><a href=\"#%ea%b0%95%eb%a0%a5%ed%95%9c-%ec%9a%94%ec%95%bd-DVDwlKsSwN\">\uac15\ub825\ud55c \uc694\uc57d<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>    <title id=\"%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c-%eb%b9%84%ec%9a%a9-%ec%a0%88%ea%b0%90%ec%9d%84-%ec%9c%84%ed%95%9c-%ed%9a%a8%ec%9c%a8%ec%a0%81-%eb%a6%ac%ec%86%8c%ec%8a%a4-%ea%b4%80%eb%a6%ac%ec%99%80-msa-%ec%a0%84-DVDwlKsSwN\">\ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc744 \uc704\ud55c \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc640 MSA \uc804\ub7b5<\/title><\/p>\n<h1 id=\"%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c-%eb%b9%84%ec%9a%a9-%ec%a0%88%ea%b0%90%ec%9d%84-%ec%9c%84%ed%95%9c-%ed%9a%a8%ec%9c%a8%ec%a0%81-%eb%a6%ac%ec%86%8c%ec%8a%a4-%ea%b4%80%eb%a6%ac%ec%99%80-msa-%ec%a0%84-DVDwlKsSwN\">\ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc744 \uc704\ud55c \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc640 MSA \uc804\ub7b5<\/h1>\n<p><img decoding=\"async\" src=\"https:\/\/8gfg.shop\/blog\/wp-content\/uploads\/2025\/03\/ed81b4eb9dbcec9ab0eb939c-ebb984ec9aa9-eca088eab090ec9d84-ec9c84ed959c-ed9aa8ec9ca8eca081-eba6acec868cec8aa4-eab480eba6acec9980-msa-eca084.jpeg\" alt=\"\ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc744 \uc704\ud55c \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc640 MSA \uc804\ub7b5\" \/><\/p>\n<p>    <\/p>\n<h2 id=\"1-%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c-%eb%b9%84%ec%9a%a9-%ec%a0%88%ea%b0%90%ec%9d%98-%ed%95%84%ec%9a%94%ec%84%b1%ea%b3%bc-%ed%98%84%ed%99%a9-DVDwlKsSwN\">1. \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc758 \ud544\uc694\uc131\uacfc \ud604\ud669<\/h2>\n<p>\ud604\uc7ac \uc804 \uc138\uacc4\uc758 IT \uc778\ud504\ub77c\ub294 \ub514\uc9c0\ud138 \uc804\ud658\uacfc \uae09\uaca9\ud55c \ud074\ub77c\uc6b0\ub4dc \ub3c4\uc785 \ud655\uc0b0\uc73c\ub85c \uc778\ud574 \uacfc\uac70 \uc5b4\ub290 \ub54c\ubcf4\ub2e4 \ubcf5\uc7a1\ud574\uc84c\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\ub97c \ud65c\uc6a9\ud558\uc5ec \uc720\uc5f0\uc131, \ud655\uc7a5\uc131, \uadf8\ub9ac\uace0 \uc2e0\uc18d\ud55c \ubc30\ud3ec\uc758 \uc774\uc810\uc744 \ub204\ub9ac\uace0 \uc788\uc73c\ub098, \uc774\uc640 \ub3d9\uc2dc\uc5d0 \uc9c0\uc18d\uc801\uc73c\ub85c \uc0c1\uc2b9\ud558\ub294 \ube44\uc6a9 \ubb38\uc81c\uc5d0 \uc9c1\uba74\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \ube44\uc6a9 \uad00\ub9ac\uc758 \ubd80\uc7ac\ub85c \uc778\ud558\uc5ec \ubd88\ud544\uc694\ud55c \uc911\ubcf5 \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9 \ubc0f \ube44\ud6a8\uc728\uc801\uc778 \uc778\ud504\ub77c \uc6b4\uc601\uc740 \uc608\uc0b0 \ub0ad\ube44\ub85c \uc774\uc5b4\uc9c0\uba70, \uc7a5\uae30\uc801\uc778 \uc7ac\ubb34 \uac74\uc804\uc131\uc744 \ud574\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc740 \ub2e8\uc21c\ud788 \ub2e8\uae30 \ube44\uc6a9 \uac10\ucd95\uc744 \ub118\uc5b4 \uae30\uc5c5\uc758 \uacbd\uc7c1\ub825 \uac15\ud654\uc640 \ud601\uc2e0 \uc5ed\ub7c9 \ud655\ub300\ub85c \uc9c1\uacb0\ub418\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \ucd5c\uadfc \uba87 \ub144\uac04 \uae00\ub85c\ubc8c \ub9ac\uc11c\uce58 \uae30\uad00\ub4e4\uc740 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uad00\ub9ac\uc758 \uc911\uc694\uc131\uc744 \uac15\uc870\ud558\uba70, \ud6a8\uacfc\uc801\uc778 \ube44\uc6a9 \ucd5c\uc801\ud654 \uc804\ub7b5\uc774 \uae30\uc5c5 \uc804\ubc18\uc758 \ub514\uc9c0\ud138 \uc804\ud658 \uc131\uacf5 \uc5ec\ubd80\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce5c\ub2e4\uace0 \ubd84\uc11d\ud588\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ubbf8\uad6d\uc758 \ud55c \uae00\ub85c\ubc8c IT \uae30\uc5c5\uc740 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \ucd5c\uc801\ud654\ub97c \ud1b5\ud574 \uc5f0\uac04 30% \uc774\uc0c1\uc758 \ube44\uc6a9 \uc808\uac10\uc744 \uc774\ub8ec \uc0ac\ub840\uac00 \uc788\uc73c\uba70, \uc774 \uc0ac\ub840\ub294 \ub2e4\ub978 \uae30\uc5c5\ub4e4\uc758 \ubca4\uce58\ub9c8\ud06c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ud074\ub77c\uc6b0\ub4dc \uacf5\uae09\uc790\ub4e4\ub3c4 \uc774\ub7ec\ud55c \ube44\uc6a9 \uc808\uac10 \ub2c8\uc988\uc5d0 \ubd80\uc751\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. Amazon Web Services(AWS), Microsoft Azure, Google Cloud Platform(GCP) \ub4f1 \uc8fc\uc694 \ud074\ub77c\uc6b0\ub4dc \uacf5\uae09\uc5c5\uccb4\ub4e4\uc740 \uc608\uc57d \uc778\uc2a4\ud134\uc2a4, \uc2a4\ud31f \uc778\uc2a4\ud134\uc2a4, \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1 \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\ub97c \ud1b5\ud574 \ud6a8\uc728\uc801\uc778 \uc790\uc6d0 \uad00\ub9ac\uc640 \ube44\uc6a9 \uc808\uac10\uc744 \uc9c0\uc6d0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc774 \ub2e4\uc591\ud55c \uc635\uc158\ub4e4\uc774 \uc874\uc7ac\ud558\uc9c0\ub9cc, \uc774\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc9c0 \ubabb\ud560 \uacbd\uc6b0 \uc624\ud788\ub824 \ube44\uc6a9 \ubd80\ub2f4\uc740 \uac00\uc911\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ube44\uc6a9 \uc808\uac10\uacfc \ub3d9\uc2dc\uc5d0 \ube44\uc988\ub2c8\uc2a4 \uc5f0\uc18d\uc131\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud574\uc11c\ub294 \ub9ac\uc18c\uc2a4 \ucd5c\uc801\ud654 \uacfc\uc815\uc5d0 \ub300\ud55c \uc2ec\ub3c4 \uc788\ub294 \uc774\ud574\uc640 \uccb4\uacc4\uc801\uc778 \uc811\uadfc\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0, \uc218\uc694 \uc608\uce21 \uc54c\uace0\ub9ac\uc998\uc744 \ub3c4\uc785\ud558\uc5ec \uc801\uc808\ud55c \uc2dc\uc810\uc5d0 \uc790\uc6d0\uc744 \uc99d\uac10\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \ube44\uc6a9\uc744 \ucd5c\uc18c\ud654\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \ub2e8\uae30\uc801 \ube44\uc6a9 \uc808\uac10\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc7a5\uae30\uc801\uc778 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ub3c4\ubaa8\ud558\ub294 \uc804\ub7b5\uc801 \uc120\ud0dd\uc774\uae30\ub3c4 \ud569\ub2c8\ub2e4.<\/p>\n<p>\ud604\ub300 \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd \uc18d\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \ub9ac\uc18c\uc2a4\uc640 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc5f0\uacc4\ub418\uc5b4 \uc6b4\uc601\ub418\uae30 \ub54c\ubb38\uc5d0 \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\ub97c \uadf9\ub300\ud654\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc804\uccb4 \uc0dd\ud0dc\uacc4\ub97c \uc544\uc6b0\ub974\ub294 \ud1b5\ud569\uc801\uc778 \uad00\ub9ac \uc804\ub7b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc11c\ubc84, \uc2a4\ud1a0\ub9ac\uc9c0, \ub124\ud2b8\uc6cc\ud06c \ub4f1 \uac01 \uc778\ud504\ub77c \uc694\uc18c\ubcc4\ub85c \ucd5c\uc801\uc758 \uc0ac\uc6a9\ubc95\uc744 \ub3c4\ucd9c\ud558\uace0, \ud544\uc694\ud55c \uacbd\uc6b0 \ub9ac\uc18c\uc2a4 \uac04\uc758 \uc0c1\ud638\uc5f0\uacc4\uc131\uc744 \uace0\ub824\ud55c \ube44\uc6a9 \uacc4\uc0b0\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ub2e8\uc21c\ud788 \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9\uc744 \uc81c\ud55c\ud558\ub294 \ubc29\uc2dd\ubcf4\ub2e4\ub294 \ud6a8\uc728\uc801 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uacfc \uc790\ub3d9\ud654 \ub3c4\uad6c \ub3c4\uc785\uc774 \ud575\uc2ec\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc2e4\uc81c\ub85c \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc744 \uc704\ud574 \uc5ec\ub7ec \uc0b0\uc5c5\uc758 \uc120\ub3c4 \uae30\uc5c5\ub4e4\uc740 \ube44\uc6a9 \uad00\ub9ac \ud300\uc744 \uad6c\uc131\ud558\uace0, \ud074\ub77c\uc6b0\ub4dc \uac70\ubc84\ub10c\uc2a4 \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\uc5ec \uc6b4\uc601\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc870\uc9c1 \ub0b4 \uc804\ub2f4 \ubd80\uc11c\ub294 \ucd5c\uc2e0 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc640 \ubd84\uc11d \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uc5ec \ub9ac\uc18c\uc2a4\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc810\uac80\ud558\uace0, \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc870\uae30\uc5d0 \ubc1c\uacac\ud558\uc5ec \ub300\uc751\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \ube44\uc6a9 \uad6c\uc870\ub97c \ud22c\uba85\ud558\uac8c \uad00\ub9ac\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc744 \uc8fc\uba70, \ube44\uc6a9 \ucd5c\uc801\ud654\uc758 \ud6a8\uacfc\ub97c \uadf9\ub300\ud654\ud558\ub294 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n<p>\ud2b9\ud788, \ub3d9\uc885 \uc5c5\uacc4\uc5d0\uc11c\ub294 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc744 \uc704\ud574 \ub2e4\uc591\ud55c \uc678\ubd80 \uc0ac\ub840\ub97c \ubd84\uc11d\ud558\uba70 \ubca4\uce58\ub9c8\ud0b9\uc744 \uc9c4\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uadfc \uad6d\ub0b4\uc678 \uc5ec\ub7ec \uae30\uc5c5\ub4e4\uc740 \ube44\uc6a9 \uc808\uac10 \uc804\ub7b5\uc744 \ub3c4\uc785\ud558\uc5ec \uc608\uc0b0 \ub300\ube44 \ud6a8\uc728\uc131\uc744 \ub192\uc774\ub294 \ub370 \uc131\uacf5\ud588\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\uc758 \uc548\uc815\uc131\uacfc \ud655\uc7a5\uc131\uc744 \ud655\ubcf4\ud558\ub294 \ub3d9\uc2dc\uc5d0 \uc608\uc0b0 \ubd80\ub2f4\uc744 \uc904\uc600\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc131\uacf5 \uc0ac\ub840\ub294 \ube44\uc6a9 \uad00\ub9ac\uc758 \uc911\uc694\uc131\uc744 \ub2e4\uc2dc \ud55c \ubc88 \uc0c1\uae30\uc2dc\ucf1c \uc8fc\uba70, \ubaa8\ub4e0 \uae30\uc5c5\uc5d0\uac8c \ubc18\ub4dc\uc2dc \uace0\ub824\ud574\uc57c \ud560 \uc0ac\uc548\uc784\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ucd5c\uadfc \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74 \ud074\ub77c\uc6b0\ub4dc \uc6b4\uc601 \ube44\uc6a9\uc758 40% \uc774\uc0c1\uc774 \ube44\ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\ub85c \uc778\ud574 \ubc1c\uc0dd\ud558\uace0 \uc788\ub2e4\ub294 \ud1b5\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ubd88\ud544\uc694\ud558\uac8c \uacfc\ub2e4\ud558\uac8c \ud560\ub2f9\ub41c \uc790\uc6d0, \ubbf8\uc0ac\uc6a9 \ub610\ub294 \uc800\ud6a8\uc728\uc758 \uc778\uc2a4\ud134\uc2a4 \ub4f1\uc774 \uc8fc\uc694 \uc6d0\uc778\uc784\uc744 \uc2dc\uc0ac\ud569\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc218\uce58\ub294 \ube44\uc6a9 \uc808\uac10\uc744 \uc704\ud55c \ub9ac\uc18c\uc2a4 \ucd5c\uc801\ud654\uac00 \ub2e8\uc21c\ud55c \uc120\ud0dd\uc774 \uc544\ub2c8\ub77c \ud544\uc218\uc801\uc778 \uacbd\uc601 \uc804\ub7b5\uc784\uc744 \uc785\uc99d\ud558\ub294 \uc911\uc694\ud55c \uadfc\uac70\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub05d\uc73c\ub85c, \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc758 \ud544\uc694\uc131\uacfc \ud604\ud669\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf8 \uacb0\uacfc, \uae30\uc5c5\ub4e4\uc774 \ube44\uc6a9 \uad00\ub9ac \ubb38\uc81c\ub97c \uc2ec\ub3c4 \uc788\uac8c \uc778\uc2dd\ud558\uace0, \uccb4\uacc4\uc801\uc778 \uce21\uc815 \ubc0f \ubd84\uc11d\uc744 \uae30\ubc18\uc73c\ub85c \ube44\uc6a9 \ucd5c\uc801\ud654 \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\ub294 \uac83\uc774 \ub9e4\uc6b0 \uc911\uc694\ud558\ub2e4\ub294 \uacb0\ub860\uc5d0 \ub3c4\ub2ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\uc758 \uc139\uc158\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \ube44\uc6a9 \uc808\uac10 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uad6c\uccb4\uc801\uc778 \ubc29\ubc95\ub860\uacfc \uc804\ub7b5\uc744 \ub2e4\ub8e8\uba70, \uc2e4\uc81c \uc0ac\ub840\uc640 \ud1b5\uacc4\ub97c \ubc14\ud0d5\uc73c\ub85c \ud55c \ubd84\uc11d \uacb0\uacfc\ub97c \uc2ec\ub3c4 \uc788\uac8c \uc81c\uc2dc\ud560 \uc608\uc815\uc785\ub2c8\ub2e4.<\/p>\n<p>\ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc758 \uc9c0\uc18d\uc801\uc778 \ud655\uc7a5\uacfc \uc218\uc694 \uc99d\uac00\uc5d0 \ub530\ub77c, \ube44\uc6a9 \uad00\ub9ac\uc640 \ub9ac\uc18c\uc2a4 \ucd5c\uc801\ud654\ub294 \ub2e8\uc21c\ud55c \uc6b4\uc601\uc0c1\uc758 \ubb38\uc81c\uac00 \uc544\ub2cc \uc804\ub7b5\uc801\uc778 \uc774\uc288\ub85c \ub300\ub450\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \uae30\uc5c5\ub4e4\uc740 \ube44\uc6a9 \uc808\uac10 \ubc29\uc548\uacfc \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac \ubc29\ubc95\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\uc0c9\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uae30\uc5c5\uc758 \uacbd\uc7c1\ub825 \uac15\ud654\uc640 \uc548\uc815\uc801\uc778 \uc6b4\uc601\uc744 \uc704\ud55c \ud544\uc218 \uc694\uc18c\ub85c \uc790\ub9ac\uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>    <\/p>\n<h2 id=\"2-%ed%9a%a8%ec%9c%a8%ec%a0%81-%eb%a6%ac%ec%86%8c%ec%8a%a4-%ea%b4%80%eb%a6%ac%eb%a5%bc-%ed%86%b5%ed%95%9c-%eb%b9%84%ec%9a%a9-%ec%b5%9c%ec%a0%81%ed%99%94-%ec%a0%84%eb%9e%b5-DVDwlKsSwN\">2. \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\ub97c \ud1b5\ud55c \ube44\uc6a9 \ucd5c\uc801\ud654 \uc804\ub7b5<\/h2>\n<p>\ud6a8\uc728\uc801\uc778 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\ub294 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc5d0 \uc788\uc5b4 \uac00\uc7a5 \ud575\uc2ec\uc801\uc778 \uc694\uc18c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ub9ac\uc18c\uc2a4\uc758 \uc0ac\uc6a9 \ud604\ud669\uc744 \uc815\ud655\ud558\uac8c \ud30c\uc545\ud558\uace0 \ud544\uc694\uc5d0 \ub530\ub77c \uc801\uc808\ud55c \ub300\uc751\uc744 \ucde8\ud558\ub294 \uacfc\uc815\uc740, \ube44\uc6a9 \ucd5c\uc801\ud654\uc640 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ub300\ud3ed \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uae30\uc5c5\ub4e4\uc740 \ub2e4\uc591\ud55c \ub3c4\uad6c\uc640 \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uc5ec \ub9ac\uc18c\uc2a4\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uace0 \uad00\ub9ac\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uba3c\uc800 \uc77c\ubc18\uc801\uc73c\ub85c \ud65c\uc6a9\ub418\ub294 \ubc29\ubc95 \uc911 \ud558\ub098\ub294 \uc790\ub3d9\ud654\ub41c \uc2a4\ucf00\uc77c\ub9c1(auto-scaling) \uc804\ub7b5\uc785\ub2c8\ub2e4. \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1\uc740 \uc218\uc694 \ubcc0\ud654\uc5d0 \ub530\ub77c \ub9ac\uc18c\uc2a4\ub97c \uc790\ub3d9\uc73c\ub85c \uc99d\uac10\uc2dc\ucf1c, \uacfc\ub2e4 \uc0ac\uc6a9\uc73c\ub85c \uc778\ud55c \ubd88\ud544\uc694\ud55c \ube44\uc6a9 \ubc1c\uc0dd\uc744 \ubc29\uc9c0\ud558\ub294 \ubc29\uc548\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc1fc\ud551\ubab0 \uac19\uc774 \ud2b8\ub798\ud53d\uc774 \uae09\uc99d\ud558\ub294 \uc2dc\uc98c\uc5d0 \ud544\uc694\ud558\uc9c0 \uc54a\uc740 \uc2dc\uac04\ub300\uc5d0\ub294 \uc778\uc2a4\ud134\uc2a4 \uc218\ub97c \uc904\uc774\uace0, \ud53c\ud06c \uc2dc\uac04\ub300\uc5d0\ub294 \uc790\ub3d9\uc73c\ub85c \uc99d\uc124\ud558\uc5ec \ucd5c\uc801\uc758 \ube44\uc6a9 \ud6a8\uc728\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ub9ac\uc18c\uc2a4 \ud0dc\uae45(resource tagging) \uae30\ubc95\uc744 \ud65c\uc6a9\ud574 \uac01 \ub9ac\uc18c\uc2a4\uc5d0 \uc0ac\uc6a9 \ubaa9\uc801\uc774\ub098 \ube44\uc6a9 \uc13c\ud130 \ub4f1\uc758 \uc815\ubcf4\ub97c \ubd80\uc5ec\ud568\uc73c\ub85c\uc368, \ube44\uc6a9 \ubc1c\uc0dd \uc6d0\uc778\uc744 \uba85\ud655\ud558\uac8c \ubd84\uc11d\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ud2b9\uc815 \ubd80\uc11c\ub098 \ud504\ub85c\uc81d\ud2b8 \ubcc4\ub85c \ube44\uc6a9\uc744 \uc9d1\uacc4\ud558\uace0, \ubd88\ud544\uc694\ud55c \ube44\uc6a9\uc774 \ubc1c\uc0dd\ud558\ub294 \ubd80\ubd84\uc744 \uc989\uc2dc \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c, \uc5ec\ub7ec \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc740 \ud0dc\uae45 \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud558\uc5ec \ube44\uc6a9 \ubd84\uc11d \ubc0f \uc608\uc0b0 \uad00\ub9ac\uc758 \ud22c\uba85\uc131\uc744 \ud655\ubcf4\ud55c \uc0ac\ub840\uac00 \ub2e4\uc218 \ubcf4\uace0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud6a8\uc728\uc801\uc778 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc758 \ub610 \ub2e4\ub978 \ud575\uc2ec \uc804\ub7b5\uc740 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uc2e4\uc2dc\uac04 \ubd84\uc11d \ub3c4\uad6c\uc758 \ub3c4\uc785\uc785\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4 \uc81c\uacf5 \uc5c5\uccb4\ub4e4\uc740 \ub85c\uadf8 \ubd84\uc11d, \ud2b8\ub798\ud53d \ubaa8\ub2c8\ud130\ub9c1, \uc131\ub2a5 \uccb4\ud06c \ub4f1\uc744 \ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \uc774\ub97c \ud1b5\ud574 \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9 \ud328\ud134\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uac10\uc2dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub4e4\uc740 \uc0ac\uc6a9\ub960\uc774 \ub0ae\uac70\ub098 \ube44\uc815\uc0c1\uc801\uc778 \ud328\ud134\uc744 \ubcf4\uc774\ub294 \uacbd\uc6b0 \uacbd\ubcf4 \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud574 \uad00\ub9ac\uc790\uc5d0\uac8c \uc989\uc2dc \uc54c\ub9ac\uba70, \ube60\ub978 \ub300\uc751\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc2e4\uc81c\ub85c, \ubbf8\uad6d\uc758 \ud55c \uc911\uacac IT \uae30\uc5c5\uc740 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec \ub9e4\uc77c \uc218\uc2ed \uac74\uc758 \ubd88\ud544\uc694\ud55c \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9 \uac74\uc744 \uc81c\uac70\ud568\uc73c\ub85c\uc368 \uc5f0\uac04 \uc218\ubc31\ub9cc \ub2ec\ub7ec\uc5d0 \ub2ec\ud558\ub294 \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\ub97c \ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \uc790\uccb4 \uac1c\ubc1c\ud55c \ubd84\uc11d \uc54c\uace0\ub9ac\uc998\uc744 \ud074\ub77c\uc6b0\ub4dc \uad00\ub9ac \uc2dc\uc2a4\ud15c\uc5d0 \ud1b5\ud569\ud558\uc5ec, \ub9ac\uc18c\uc2a4 \ub0ad\ube44\ub97c \ucd5c\uc18c\ud654\ud558\ub294 \ub3d9\uc2dc\uc5d0 \uc11c\ube44\uc2a4 \uc548\uc815\uc131\uc744 \ud655\ubcf4\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0ac\ub840\ub294 \ud6a8\uc728\uc801\uc778 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uac00 \ub2e8\uc21c\ud55c \uc774\ub860\uc801 \uac1c\ub150\uc744 \ub118\uc5b4 \uc2e4\uc81c \ube44\uc6a9 \uc808\uac10\uc5d0 \uc9c1\uacb0\ub41c\ub2e4\ub294 \uac15\ub825\ud55c \uc99d\uac70\uc785\ub2c8\ub2e4.<\/p>\n<p>\ube44\uc6a9 \ucd5c\uc801\ud654 \uc804\ub7b5\uc744 \uc2e4\ud589\ud558\uae30 \uc704\ud574\uc11c\ub294, \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9 \ub370\uc774\ud130\ub97c \uc8fc\uae30\uc801\uc73c\ub85c \uce21\uc815\ud558\uace0, \ub9ac\ud3ec\ud2b8\ub97c \ubd84\uc11d\ud558\ub294 \uccb4\uacc4\uc801\uc778 \ud504\ub85c\uc138\uc2a4\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc6d4\ubcc4, \ubd84\uae30\ubcc4 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud1b5\ud574 \ud2b9\uc815 \uc2dc\uac04\ub300\ub098 \ud2b9\uc815 \uc11c\ube44\uc2a4\uc5d0\uc11c \ubc18\ubcf5\uc801\uc73c\ub85c \uace0\ube44\uc6a9 \ubc1c\uc0dd \uc694\uc778\uc774 \ubc1c\uc0dd\ud558\ub294 \uac83\uc744 \ubc1c\uacac\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uac1c\uc120 \ubc29\uc548\uc744 \ub9c8\ub828\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubd84\uc11d \uacfc\uc815\uc740 \ube44\uc6a9 \uc808\uac10\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc804\uccb4 \uc778\ud504\ub77c \uc6b4\uc601\uc758 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\ub294 \ub2e8\uc21c\ud788 \ube44\uc6a9 \ubc1c\uc0dd\uc744 \uc5b5\uc81c\ud558\ub294 \uac83\ubfd0 \uc544\ub2c8\ub77c, \ud074\ub77c\uc6b0\ub4dc \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uacfc \ubbfc\ucca9\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ud6a8\uacfc\ub3c4 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubd88\ud544\uc694\ud55c \ub9ac\uc18c\uc2a4\ub97c \uc81c\uac70\ud568\uc73c\ub85c\uc368 \uc2dc\uc2a4\ud15c \ubd80\ud558\ub97c \uc904\uc774\uace0, \ud575\uc2ec \uc11c\ube44\uc2a4\uc5d0 \ubcf4\ub2e4 \uc9d1\uc911\ud560 \uc218 \uc788\uac8c \ub418\ub294 \uac83\uc785\ub2c8\ub2e4. \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \uc774\ub97c \ud1b5\ud574 \uc11c\ube44\uc2a4 \uc911\ub2e8\uc774\ub098 \uc7a5\uc560\ub97c \ucd5c\uc18c\ud654\ud558\uba70, \ucd5c\uc885 \uc0ac\uc6a9\uc790\uc5d0\uac8c \ubcf4\ub2e4 \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\ub97c \uc704\ud574\uc11c\ub294 \uad00\ub828 \ubd80\uc11c \uac04\uc758 \uae34\ubc00\ud55c \ud611\uc5c5\uacfc \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\ub3c4 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. IT \ubd80\uc11c\uc640 \uc7ac\ubb34 \ubd80\uc11c, \uadf8\ub9ac\uace0 \uac01 \ud504\ub85c\uc81d\ud2b8 \ud300 \uac04\uc758 \uc6d0\ud65c\ud55c \uc815\ubcf4 \uacf5\uc720\uc640 \ud611\uc870\ub97c \ud1b5\ud574, \ub9ac\uc18c\uc2a4 \ucd5c\uc801\ud654 \uc804\ub7b5\uc740 \ub354\uc6b1 \uc131\uacf5\uc801\uc73c\ub85c \uc218\ud589\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8\uc758 \uc99d\uac00\ub41c \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9\ub7c9\uc774 \uc804\uccb4 \ube44\uc6a9 \uad6c\uc870\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ud3c9\uac00\ud558\uace0, \uc774\uc5d0 \ub530\ub978 \uc608\uc0b0 \uc870\uc815\uc744 \uc2e0\uc18d\ud558\uac8c \uc9c4\ud589\ud558\ub294 \uac83\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ucd5c\uc2e0 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uad00\ub9ac \ub3c4\uad6c\uc640 AI \uae30\ubc18 \ubd84\uc11d \uae30\uc220\uc744 \ub3c4\uc785\ud568\uc73c\ub85c\uc368, \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc5d0 \uc18c\uc694\ub418\ub294 \uc778\uc801 \ube44\uc6a9\uacfc \uc2dc\uac04\ub3c4 \ud06c\uac8c \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc790\ub3d9\ud654 \uae30\uc220\uc740 \ub2e8\uc21c \ubc18\ubcf5 \uc791\uc5c5\uc758 \ubd80\ub2f4\uc744 \ub35c\uc5b4\uc8fc\uba70, \ubcf4\ub2e4 \uc804\ub7b5\uc801\uc778 \uc758\uc0ac \uacb0\uc815\uc744 \uc704\ud55c \ub370\uc774\ud130 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\ub294 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c, \uae30\uc5c5\uc740 \ub354\uc6b1 \uccb4\uacc4\uc801\uc774\uace0 \uc815\uad50\ud55c \ube44\uc6a9 \uad00\ub9ac \ud504\ub85c\uc138\uc2a4\ub97c \uad6c\ucd95\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\ub97c \ud1b5\ud55c \ube44\uc6a9 \ucd5c\uc801\ud654 \uc804\ub7b5\uc740 \ub2e8\uae30\uc801\uc778 \ube44\uc6a9 \uc808\uac10\uc744 \ub118\uc5b4\uc11c, \uc7a5\uae30\uc801\uc778 \uc778\ud504\ub77c \uad00\ub9ac\uc640 \uae30\uc5c5 \uacbd\uc7c1\ub825 \uac15\ud654\uc5d0 \uae30\uc5ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud5a5\ud6c4 \ud074\ub77c\uc6b0\ub4dc \uc2dc\uc7a5\uc758 \ubcc0\ud654 \ubc0f \uae30\uc220 \ud601\uc2e0\uc5d0 \ub300\uc751\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc9c0\uc18d\uc801\uc778 \ubd84\uc11d, \ud53c\ub4dc\ubc31, \uadf8\ub9ac\uace0 \uac1c\uc120 \uacfc\uc815\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c, \uae30\uc5c5 \uc804\uccb4\uac00 \ud611\ub825\ud558\uc5ec \ub9ac\uc18c\uc2a4 \uad00\ub9ac \uccb4\uacc4\ub97c \uc810\uc9c4\uc801\uc73c\ub85c \ubc1c\uc804\uc2dc\ucf1c \ub098\uac00\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc74c\uc740 \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\ub97c \uc704\ud55c \uc8fc\uc694 \uc804\ub7b5\ub4e4\uc5d0 \ub300\ud55c \uc694\uc57d\uc785\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1 \ub3c4\uc785\uc744 \ud1b5\ud55c \ub9ac\uc18c\uc2a4 \uc99d\uac10 \uad00\ub9ac<\/li>\n<li>\ub9ac\uc18c\uc2a4 \ud0dc\uae45\uc744 \ud1b5\ud55c \ube44\uc6a9 \ubc1c\uc0dd \uc6d0\uc778 \ubd84\uc11d<\/li>\n<li>\uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uacbd\ubcf4 \uc2dc\uc2a4\ud15c \uad6c\ucd95<\/li>\n<li>\uc815\uae30\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud1b5\ud55c \ubd88\ud544\uc694\ud55c \ube44\uc6a9 \uc81c\uac70<\/li>\n<li>\ud611\uc5c5\uacfc \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc744 \ud1b5\ud55c \ubd80\uc11c \uac04 \ube44\uc6a9 \uad00\ub9ac \uccb4\uacc4 \uac15\ud654<\/li>\n<\/ul>\n<p>    <\/p>\n<h2 id=\"3-msa-%ec%a0%84%eb%9e%b5-%eb%b0%8f-%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c-%eb%b9%84%ec%9a%a9-%ec%a0%88%ea%b0%90%ea%b3%bc%ec%9d%98-%ec%97%b0%ea%b3%84-DVDwlKsSwN\">3. MSA \uc804\ub7b5 \ubc0f \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uacfc\uc758 \uc5f0\uacc4<\/h2>\n<p>\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98(Microservices Architecture, MSA)\ub294 \ubcf5\uc7a1\ud55c \ubaa8\ub180\ub9ac\uc2dd(monolithic) \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc5ec\ub7ec \uac1c\uc758 \ub3c5\ub9bd\uc801\uc774\uace0 \uc18c\uaddc\ubaa8 \uc11c\ube44\uc2a4\ub85c \ubd84\ub9ac\ud558\uc5ec \uac1c\ubc1c, \ubc30\ud3ec, \uc720\uc9c0\ubcf4\uc218\ud558\ub294 \ubc29\ubc95\ub860\uc73c\ub85c, \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0\uc11c \ud2b9\ud788 \uc720\ub9dd\ud55c \uc811\uadfc\ubc95\uc73c\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 MSA \uc804\ub7b5\uc740 \uac01 \uc11c\ube44\uc2a4\uac00 \uac1c\ubcc4\uc801\uc73c\ub85c \uc6b4\uc601\ub418\uba70, \ud544\uc694 \uc2dc \ub3c5\ub9bd\uc801\uc73c\ub85c \ud655\uc7a5 \ub610\ub294 \ucd95\uc18c\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \ud074\ub77c\uc6b0\ub4dc \uc790\uc6d0\uc758 \ud6a8\uc728\uc801 \uc774\uc6a9\uacfc \ube44\uc6a9 \uc808\uac10\uc5d0 \uc9c1\uc811\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4.<\/p>\n<p>MSA \uc804\ub7b5\uc744 \ud1b5\ud574 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\uc131\ud558\ub294 \uac01 \ubaa8\ub4c8\uc740 \uacbd\ub7c9 \ucee8\ud14c\uc774\ub108\ub098 \uc11c\ubc84\ub9ac\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub97c \uae30\ubc18\uc73c\ub85c \uc6b4\uc601\ub429\ub2c8\ub2e4. \uc774\ub807\uac8c \ubd84\ub9ac\ub41c \uc11c\ube44\uc2a4\ub294 \ud2b8\ub798\ud53d\uc774 \uae09\uc99d\ud558\ub294 \uacbd\uc6b0\uc5d0\ub9cc \ubd80\ubd84\uc801\uc73c\ub85c \ud655\uc7a5\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c, \uc804\uccb4 \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \ubd80\ub2f4\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c, \uae00\ub85c\ubc8c \uc778\ud130\ub137 \uc11c\ube44\uc2a4 \uae30\uc5c5\ub4e4\uc740 MSA\ub97c \ub3c4\uc785\ud55c \ud6c4 \uc11c\ube44\uc2a4 \ud655\uc7a5 \ube44\uc6a9\uc744 25% \uc774\uc0c1 \uc904\uc778 \uc0ac\ub840\uac00 \ubcf4\uace0\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub294 \ube44\uc6a9 \ud6a8\uc728\uc131\uacfc \uc6b4\uc601 \uc548\uc815\uc131 \uce21\uba74\uc5d0\uc11c \ud070 \uc758\ubbf8\ub97c \uac00\uc9d1\ub2c8\ub2e4.<\/p>\n<p>MSA\uc640 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc758 \uc5f0\uacc4\ub294 \ub2e8\uc21c\ud55c \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\uc5d0 \uadf8\uce58\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub428\uc5d0 \ub530\ub77c \ubb38\uc81c \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uc5b4 \uc7a5\uc560 \uc804\ud30c \ubc94\uc704\ub97c \ucd5c\uc18c\ud654\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub85c \uc778\ud574 \uc804\uccb4 \uc2dc\uc2a4\ud15c \uc548\uc815\uc131\uc774 \ud5a5\uc0c1\ub429\ub2c8\ub2e4. \ub610\ud55c, MSA\ub294 \uac1c\ubc1c\ud300\uc758 \uc790\uc728\uc131\uc744 \uc99d\ub300\uc2dc\ud0a4\uace0, \uac1c\ubcc4 \uc11c\ube44\uc2a4\uc758 \ucd5c\uc801\ud654\uc640 \uc131\ub2a5 \uac1c\uc120\uc744 \ud1b5\ud574 \ube44\uc6a9 \ud6a8\uc728\uc744 \uadf9\ub300\ud654\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub294 \uae30\uc874\uc758 \ubaa8\ub180\ub9ac\uc2dd \uad6c\uc870\uc5d0 \ube44\ud574 \uc791\uc740 \ub2e8\uc704\ub85c \ubc30\ud3ec \ubc0f \uc5c5\uadf8\ub808\uc774\ub4dc\uac00 \uac00\ub2a5\ud558\ubbc0\ub85c, \ud574\ub2f9 \uc11c\ube44\uc2a4\ub97c \uc6b4\uc601\ud558\ub294 \ub3d9\uc548 \ub9ac\uc18c\uc2a4\ub97c \ub3d9\uc801\uc73c\ub85c \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \ubd88\ud544\uc694\ud55c \uc2dc\uc2a4\ud15c \ubd80\ud558\ub97c \uc904\uc774\uace0, \ud544\uc694\ud55c \ub9ac\uc18c\uc2a4\ub9cc \ud560\ub2f9\ud568\uc73c\ub85c\uc368 \ube44\uc6a9 \ub0ad\ube44\ub97c \ubc29\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5 \ub0b4\ubd80\uc758 \uc5ec\ub7ec \uc0ac\ub840\uc5d0\uc11c MSA \ub3c4\uc785 \ud6c4 \ube44\uc6a9 \ud6a8\uc728\uc131\uc774 \ud06c\uac8c \uac1c\uc120\ub41c \uc810\uc740 \uc774\uc640 \uac19\uc740 \uc6b4\uc601 \uc804\ub7b5\uc758 \uac15\uc810\uc744 \uc785\uc99d\ud569\ub2c8\ub2e4.<\/p>\n<p>MSA \uad6c\ud604\uc740 \uac1c\ubc1c \ubc0f \uc6b4\uc601 \ud300 \uac04\uc758 \uae34\ubc00\ud55c \ud611\ub825\uacfc \ud6a8\uacfc\uc801\uc778 DevOps \ubb38\ud654\uc758 \uc815\ucc29\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 CI\/CD(Continuous Integration\/Continuous Deployment) \ub3c4\uad6c\uc758 \ub3c4\uc785\uacfc \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8, \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c \ub4f1\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud658\uacbd\uc740 \ube60\ub978 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc30\ud3ec \uc8fc\uae30\uc640 \ud568\uaed8, \uc11c\ube44\uc2a4 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud55c \ubcf5\uad6c\ub97c \uac00\ub2a5\ud558\uac8c \ud558\uba70, \uacb0\uacfc\uc801\uc73c\ub85c \uc6b4\uc601 \ube44\uc6a9 \uc808\uac10\uc5d0\ub3c4 \ud070 \uae30\uc5ec\ub97c \ud569\ub2c8\ub2e4.<\/p>\n<p>\ud2b9\ud788, \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\uc778 Kubernetes\ub294 MSA \ud658\uacbd\uc5d0\uc11c \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc640 \ube44\uc6a9 \ucd5c\uc801\ud654\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. Kubernetes\ub294 \uc790\ub3d9\ud654\ub41c \ubc30\ud3ec, \ud655\uc7a5, \uadf8\ub9ac\uace0 \uc790\uac00 \uce58\uc720(self-healing) \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uc5ec \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0\uc11c\uc758 \ube44\uc6a9 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud569\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \uc774\uc640 \uac19\uc740 \ub3c4\uad6c\ub97c \ud1b5\ud574 \ubcf5\uc7a1\ud55c MSA \uc778\ud504\ub77c\ub97c \ubcf4\ub2e4 \uc27d\uac8c \uad00\ub9ac\ud560 \uc218 \uc788\uc73c\uba70, \ubd88\ud544\uc694\ud55c \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc81c\uc5b4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc544\ub798\ub294 \uac04\ub2e8\ud55c Kubernetes \ubc30\ud3ec \uc2a4\ud06c\ub9bd\ud2b8 \uc608\uc81c\ub85c, MSA \ud658\uacbd\uc5d0\uc11c \ucee8\ud14c\uc774\ub108 \ub9ac\uc18c\uc2a4 \uad00\ub9ac \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4:<\/p>\n<pre><code>apiVersion: apps\/v1\nkind: Deployment\nmetadata:\n  name: example-microservice\nspec:\n  replicas: 3\n  selector:\n    matchLabels:\n      app: example\n  template:\n    metadata:\n      labels:\n        app: example\n    spec:\n      containers:\n      - name: example-container\n        image: example\/image:latest\n        resources:\n          limits:\n            cpu: \"500m\"\n            memory: \"256Mi\"\n          requests:\n            cpu: \"250m\"\n            memory: \"128Mi\"\n      <\/code><\/pre>\n<\/p>\n<p>\uc704\uc758 \uc608\uc81c\ub294 MSA \ud658\uacbd\uc5d0\uc11c \ucee8\ud14c\uc774\ub108\uc758 \ub9ac\uc18c\uc2a4 \uc694\uccad\uacfc \uc81c\ud55c\uce58\ub97c \uc124\uc815\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \ud574\ub2f9 \uc2a4\ud06c\ub9bd\ud2b8\ub97c \ud1b5\ud574 \uac1c\ubc1c\ud300\uc740 \uac01 \uc11c\ube44\uc2a4\uac00 \ud544\uc694\ub85c \ud558\ub294 \ucd5c\uc18c \uc790\uc6d0\uacfc \ucd5c\ub300 \uc0ac\uc6a9\ub7c9\uc744 \uba85\uc2dc\ud568\uc73c\ub85c\uc368, \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c \uc804\uccb4\uc758 \ube44\uc6a9 \uad6c\uc870\ub97c \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c \uc5ec\ub7ec \uc0ac\ub840 \uc5f0\uad6c\uc640 \ud1b5\uacc4\ub97c \ud1b5\ud574 \uac80\uc99d\ub418\uc5c8\uc73c\uba70, \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\uc640 \uc2dc\uc2a4\ud15c \uc548\uc815\uc131 \uc99d\ub300\uc5d0 \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>MSA \uc804\ub7b5\uc740 \ub610\ud55c \uac01 \uc11c\ube44\uc2a4 \ub2e8\uc704\uc758 \ub3c5\ub9bd\uc801\uc778 \uac00\uaca9 \ucc45\uc815 \ubc0f \uc0ac\uc6a9 \ucd94\uc801\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uc5ec, \ub9ac\uc18c\uc2a4 \uc18c\ube44\ub97c \uc138\ubc00\ud558\uac8c \ubaa8\ub2c8\ud130\ub9c1\ud560 \uc218 \uc788\ub294 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub2e8\uc77c \uc11c\ube44\uc2a4\uc758 \ud2b8\ub798\ud53d\uc774 \uc608\uc0c1\ubcf4\ub2e4 \ub192\uc544\uc9c8 \uacbd\uc6b0, \ud574\ub2f9 \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \ube44\uc6a9\uc774 \uc989\uac01\uc801\uc73c\ub85c \uc9d1\uacc4\ub418\uc5b4 \ubcc4\ub3c4\uc758 \ub9ac\ud3ec\ud2b8\ub97c \ud1b5\ud574 \ubd84\uc11d\ub429\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ube44\uc6a9 \uacfc\ub2e4 \ubc1c\uc0dd \uc694\uc778\uc744 \uc2e0\uc18d\ud558\uac8c \ud30c\uc545\ud558\uace0 \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub354\ubd88\uc5b4, \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0\uc11c\uc758 MSA \ub3c4\uc785\uc740 \uc804\uccb4 \uc11c\ube44\uc2a4\uc758 \ubcc0\uacbd \ubc0f \uc5c5\ub370\uc774\ud2b8 \uc8fc\uae30\ub97c \ud06c\uac8c \ub2e8\ucd95\uc2dc\ucf1c\uc90d\ub2c8\ub2e4. \uc774\ub294 \ubd88\ud544\uc694\ud55c \uc778\uc2a4\ud134\uc2a4\ub098 \ub9ac\uc18c\uc2a4\ub97c \ucd5c\uc18c\ud654\ud560 \uc218 \uc788\ub294 \uad6c\uc870\ub97c \ub9cc\ub4e4\uc5b4, \uacb0\uacfc\uc801\uc73c\ub85c \uc7a5\uae30\uc801\uc778 \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\ub97c \uac00\uc838\uc635\ub2c8\ub2e4. \uc5ec\ub7ec \uc120\ub3c4 \uae30\uc5c5\ub4e4\uc740 MSA \ub3c4\uc785 \ud6c4 \ubc30\ud3ec \uc8fc\uae30\ub97c 50% \uc774\uc0c1 \ub2e8\ucd95\ud558\uace0, \ube44\uc6a9 \ud6a8\uc728\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0a8 \ubc14 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, MSA\uc640 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc758 \uacb0\ud569\uc740 \uae30\uc5c5\uc758 \ud601\uc2e0 \uc5ed\ub7c9\uacfc \uc2dc\uc7a5 \ub300\uc751\ub825\uc744 \ud06c\uac8c \ub192\uc5ec\uc8fc\ub294 \uc804\ub7b5\uc801 \ubb34\uae30\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \uc790\uc6d0\uc758 \ud6a8\uc728\uc801 \ubc30\ubd84\uacfc MSA \uae30\ubc18\uc758 \uc720\uc5f0\ud55c \ub300\uc751 \uccb4\uacc4\ub294 \uae09\ubcc0\ud558\ub294 \uc2dc\uc7a5 \ud658\uacbd\uc5d0\uc11c \uacbd\uc7c1 \uc6b0\uc704\ub97c \uc810\ud558\ub294 \ub370 \uacb0\uc815\uc801\uc778 \uc5ed\ud560\uc744 \ud558\uba70, \uc9c0\uc18d \uac00\ub2a5\ud55c \uc131\uc7a5 \uc804\ub7b5\uc758 \ud575\uc2ec \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ucc98\ub7fc MSA \uc804\ub7b5\uc740 \ub2e8\uc21c\ud55c \uc544\ud0a4\ud14d\ucc98 \uac1c\ud3b8\uc744 \ub118\uc5b4, \ube44\uc6a9 \uc808\uac10\uacfc \ud6a8\uc728\uc801 \uc790\uc6d0 \uad00\ub9ac, \uadf8\ub9ac\uace0 \ubbfc\ucca9\ud55c \uac1c\ubc1c \ubc0f \uc6b4\uc601 \ud504\ub85c\uc138\uc2a4\uc758 \uad6c\ucd95\uc774\ub77c\ub294 \ub2e4\uac01\uc801\uc778 \uc774\uc810\uc744 \uae30\uc5c5\uc5d0 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>    <\/p>\n<h2 id=\"4-%eb%af%b8%eb%9e%98-%ec%a0%84%eb%a7%9d-%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c-%eb%b9%84%ec%9a%a9-%ec%a0%88%ea%b0%90-%eb%b0%8f-%ed%9a%a8%ec%9c%a8%ec%a0%81-%eb%a6%ac%ec%86%8c%ec%8a%a4-DVDwlKsSwN\">4. \ubbf8\ub798 \uc804\ub9dd \u2013 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10 \ubc0f \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc758 \uc120\uc9c4 \uc0ac\ub840\uc640 \uc885\ud569\uc801 \uc804\ub7b5<\/h2>\n<p>\ubbf8\ub798\uc758 \ud074\ub77c\uc6b0\ub4dc \uc2dc\uc7a5\uc740 \uae30\uc220 \ud601\uc2e0\uacfc \ud568\uaed8 \ub354\uc6b1 \uc815\uad50\ud55c \ube44\uc6a9 \uad00\ub9ac \ubc0f \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uc6b4\uc601 \uc804\ub7b5\uc744 \uc694\uad6c\ud560 \uac83\uc785\ub2c8\ub2e4. \uae09\ubcc0\ud558\ub294 \uc2dc\uc7a5 \ud658\uacbd\uacfc \ud568\uaed8 \ud074\ub77c\uc6b0\ub4dc \uae30\uc220\uc774 \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c, \uae30\uc5c5\ub4e4\uc740 \uae30\uc874\uc758 \ube44\uc6a9 \ucd5c\uc801\ud654 \ubc29\ubc95\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc0c8\ub85c\uc6b4 \uc811\uadfc\ubc95\uc744 \ubaa8\uc0c9\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcc0\ud654\ub294 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc744 \uc704\ud55c \uae30\uc220\uc801, \uacbd\uc601\uc801 \ud2b8\ub80c\ub4dc\uc640 \ubc00\uc811\ud558\uac8c \uc5f0\uad00\ub418\uc5b4 \uc788\uc73c\uba70, \uc120\uc9c4 \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud1b5\ud574 \uadf8 \ud6a8\uacfc\uc640 \ubc29\ud5a5\uc131\uc774 \uc785\uc99d\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc55e\uc73c\ub85c\uc758 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uad00\ub9ac \uc804\ub7b5\uc740 \uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \uba38\uc2e0\ub7ec\ub2dd(ML) \uae30\ubc18\uc758 \uc608\uce21 \ubd84\uc11d \uae30\uc220 \ub3c4\uc785\uc5d0 \ud070 \ube44\uc911\uc744 \ub458 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. AI \ubaa8\ub378\uc740 \uacfc\uac70 \ub370\uc774\ud130\uc640 \uc2e4\uc2dc\uac04 \ud2b8\ub798\ud53d \ud328\ud134\uc744 \ubd84\uc11d\ud558\uc5ec, \uc790\uc6d0\uc758 \uc218\uc694\ub97c \uc608\uce21\ud558\uace0 \ucd5c\uc801\uc758 \uc790\uc6d0 \ud560\ub2f9 \ubc29\uc548\uc744 \uc81c\uc2dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uae30\uc220\uc740 \ube44\uc6a9 \ub0ad\ube44\ub97c \ucd5c\uc18c\ud654\ud558\uace0, \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\uc758 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \uae30\uc5c5\ub4e4\uc740 \ud5a5\ud6c4 \ud558\uc774\ube0c\ub9ac\ub4dc \ud074\ub77c\uc6b0\ub4dc\uc640 \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \uc804\ub7b5\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc735\ud569\ud568\uc73c\ub85c\uc368, \ub2e4\uc591\ud55c \ud50c\ub7ab\ud3fc \uac04\uc758 \ub9ac\uc18c\uc2a4 \ubc30\ubd84 \ucd5c\uc801\ud654\ub97c \uae30\ub300\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\ub7ec \ud074\ub77c\uc6b0\ub4dc \uacf5\uae09\uc790\uc758 \uc7a5\uc810\uc744 \ub3d9\uc2dc\uc5d0 \ud65c\uc6a9\ud558\ub294 \uc804\ub7b5\uc740 \ube44\uc6a9 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \ud2b9\uc815 \uacf5\uae09\uc790\uc5d0 \ub300\ud55c \uc758\uc874\ub3c4\ub97c \uc904\uc5ec \uc548\uc815\uc131\uc744 \ud655\ubcf4\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \uc2e4\uc81c\ub85c, \uae00\ub85c\ubc8c IT \ub9ac\uc11c\uce58 \uae30\uad00\ub4e4\uc740 \uc774\ub7ec\ud55c \ubcf5\ud569 \uc804\ub7b5\uc774 \uae30\uc5c5 \uc804\ubc18\uc758 \ube44\uc6a9 \uc808\uac10\uacfc \uae30\uc220 \ud601\uc2e0\uc5d0 \ubbf8\uce58\ub294 \uae0d\uc815\uc801 \uc601\ud5a5\uc744 \ubd84\uc11d\ud55c \ubc14 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubbf8\ub798\ub97c \ub300\ube44\ud55c \ub9ac\uc18c\uc2a4 \uad00\ub9ac \uc804\ub7b5\uc740 \ub610\ud55c, \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uae30\uc220\uc758 \ubc1c\uc804\uacfc \ud568\uaed8 \uc810\ucc28 \uc790\ub3d9\ud654, \uc608\uce21 \ubd84\uc11d, \uadf8\ub9ac\uace0 \uc790\uc728 \uc6b4\uc601 \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc9c4\ud654\ud560 \uc804\ub9dd\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc11c\ubc84\ub9ac\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc640 \uc774\ubca4\ud2b8 \uae30\ubc18\uc758 \ub9ac\uc18c\uc2a4 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uc740 \ud544\uc694 \uc2dc\uc5d0\ub9cc \uc790\ub3d9\uc73c\ub85c \uc790\uc6d0\uc744 \ud638\ucd9c\ud558\uc5ec \uc0ac\uc6a9\ud558\uace0, \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uc744 \uacbd\uc6b0 \uc989\uac01\uc801\uc73c\ub85c \ubc18\ud658\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \ube44\uc6a9\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4. \uc774\ub7f0 \ubc29\uc2dd\uc740 \uae30\uc874\uc758 \uace0\uc815 \ube44\uc6a9 \uad6c\uc870\ub97c \uc720\uc5f0\ud558\uac8c \uc804\ud658\uc2dc\ud0a4\ub294 \ud601\uc2e0\uc801\uc778 \ubc29\ubc95\uc73c\ub85c \ud3c9\uac00\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc5c5\ub4e4\uc740 \ubbf8\ub798 \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \ub300\uc751\ud558\uae30 \uc704\ud574 \ucd5c\uc2e0 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uad00\ub9ac \ub3c4\uad6c\uc640 \uc778\ud504\ub77c \uc790\ub3d9\ud654 \uae30\uc220\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ub3c4\uc785\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574, \ud074\ub77c\uc6b0\ub4dc \uacf5\uae09 \uc5c5\uccb4\ub4e4\uc774 \uc81c\uacf5\ud558\ub294 \ube44\uc6a9 \uad00\ub9ac \ub300\uc2dc\ubcf4\ub4dc, \ub9ac\ud3ec\ud2b8 \uae30\ub2a5, \uadf8\ub9ac\uace0 \ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc801\uadf9 \ud65c\uc6a9\ud558\uc5ec, \uc2e4\uc2dc\uac04\uc73c\ub85c \ub9ac\uc18c\uc2a4 \uc6b4\uc6a9 \ud604\ud669\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uac1c\uc120\uc810\uc744 \ub3c4\ucd9c\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7f0 \uc811\uadfc\ubc95\uc740 \ube44\uc6a9 \ud6a8\uc728\uc131 \ud5a5\uc0c1\uacfc \ub354\ubd88\uc5b4 \uae30\uc220 \ud601\uc2e0\uc744 \ucd09\uc9c4\ud558\ub294 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \uc120\uc9c4 \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud1b5\ud574 \ube44\uc6a9 \uc808\uac10 \ubc0f \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc758 \ub2e4\uc591\ud55c \uc131\uacf5 \ubaa8\ub378\uc774 \uacf5\uc720\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud55c \ubca4\uce58\ub9c8\ud0b9\uc740 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc804\ub7b5\uc801 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uae00\ub85c\ubc8c \uae08\uc735\uad8c\uc758 \ud55c \uae30\uc5c5\uc740 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc744 \uc704\ud574 \uc790\uc0b0 \uad00\ub9ac\uc640 \uc11c\ube44\uc2a4 \uad6c\uc131\uc758 \ud601\uc2e0\uc744 \ub3c4\uc785, \uc774\ub97c \ud1b5\ud574 \uc5f0\uac04 20% \uc774\uc0c1\uc758 \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\ub97c \ub2ec\uc131\ud55c \ubc14 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc0ac\ub840\ub294 \ub2e4\ub978 \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ucda9\ubd84\ud788 \uc801\uc6a9 \uac00\ub2a5\ud55c \uc804\ub7b5\uc801 \ubaa8\ub378\ub85c \ud3c9\uac00\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub3d9\uc2dc\uc5d0, \uc815\ubd80 \ubc0f \ubbfc\uac04 \uc5f0\uad6c \uae30\uad00\uc5d0\uc11c\ub294 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uad00\ub9ac\uc640 \uad00\ub828\ub41c \ub2e4\uc591\ud55c \uae30\uc220\uacfc \uc0ac\ub840 \uc5f0\uad6c\ub97c \uc9c4\ud589\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub7ec\ud55c \uc5f0\uad6c \uc131\uacfc\ub294 \ud5a5\ud6c4 \ud074\ub77c\uc6b0\ub4dc \uc2dc\uc7a5\uc758 \ube44\uc6a9 \uc808\uac10 \ubc29\ud5a5\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce60 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uad00\ub828 \uc5f0\uad6c \uc790\ub8cc\uc5d0 \ub530\ub974\uba74, \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9\uc758 \uc57d 35%\uac00 \ucd5c\uc801\ud654 \uac00\ub2a5\ud55c \uc601\uc5ed\uc5d0 \ud574\ub2f9\ud558\uba70, \uc774\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uac1c\uc120\ud560 \uacbd\uc6b0 \uae30\uc5c5\uc758 \uacbd\uc7c1\ub825 \uac15\ud654\uc5d0 \uae30\uc5ec\ud560 \uc218 \uc788\ub2e4\uace0 \ubc1d\ud600\uc84c\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubbf8\ub798 \uc804\ub9dd \uce21\uba74\uc5d0\uc11c\ub294, \ud658\uacbd \ubcf4\ud638\uc640 \uc9c0\uc18d \uac00\ub2a5 \uacbd\uc601\uc774 \uc911\uc694\ud55c \uc774\uc288\ub85c \ub300\ub450\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc640 \ubd88\ud544\uc694\ud55c \uc790\uc6d0 \uc0ac\uc6a9\uc758 \ucd5c\uc18c\ud654\ub294 \ud0c4\uc18c \ubc30\ucd9c \uac10\uc18c\uc640 \uc5d0\ub108\uc9c0 \ud6a8\uc728 \uc99d\ub300\ub97c \uac00\uc838\uc624\uba70, \uc774\ub294 \uae30\uc5c5\uc758 \uc0ac\ud68c\uc801 \ucc45\uc784(CSR)\ubfd0\ub9cc \uc544\ub2c8\ub77c \uad6d\uac00 \uc815\ucc45\uc5d0\ub3c4 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc694\uc18c\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uce21\uba74\uc5d0\uc11c \ubcfc \ub54c, \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10 \uc804\ub7b5\uc740 \ub2e8\uc21c\ud55c \uc7ac\ubb34\uc801 \uc774\uc775\uc744 \ub118\uc5b4, \ud658\uacbd\uc801 \uc9c0\uc18d \uac00\ub2a5\uc131\uae4c\uc9c0 \uace0\ub824\ud55c \ubcf5\ud569\uc801\uc778 \uc804\ub7b5\uc73c\ub85c \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ubbf8\ub798\uc758 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10 \ubc0f \ub9ac\uc18c\uc2a4 \uad00\ub9ac \uc804\ub7b5\uc740 \uae30\uc220 \ud601\uc2e0, \uc778\uacf5\uc9c0\ub2a5 \ub3c4\uc785, \uadf8\ub9ac\uace0 \uc804\ub7b5\uc801 \ubca4\uce58\ub9c8\ud0b9\uc758 \uacb0\ud569\uc744 \ud1b5\ud574 \ub354\uc6b1 \uc815\uad50\ud574\uc9c8 \uac83\uc785\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \uc804\uc0ac\uc801 \ub514\uc9c0\ud138 \ud601\uc2e0\uc744 \ucd94\uc9c4\ud558\uace0, \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \uae30\ubbfc\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uccb4\uacc4\ub97c \uad6c\ucd95\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ud5a5\ud6c4 \uc774\ub7ec\ud55c \uc885\ud569\uc801 \uc804\ub7b5\uc740 \ube44\uc6a9 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \ub3d9\uc2dc\uc5d0, \uae30\uc220 \ubc1c\uc804\uacfc \uc9c0\uc18d \uac00\ub2a5 \uacbd\uc601\uc758 \uc0c8\ub85c\uc6b4 \ud328\ub7ec\ub2e4\uc784\uc744 \uc5f4\uc5b4\uac08 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \ubcf8 \uc139\uc158\uc5d0\uc11c\ub294 \ubbf8\ub798\uc758 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uad00\ub9ac\uc640 \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uc6b4\uc601\uc744 \uc704\ud55c \uc8fc\uc694 \uae30\uc220 \ub3d9\ud5a5\uacfc \uc120\uc9c4 \uc0ac\ub840, \uadf8\ub9ac\uace0 \uc885\ud569\uc801 \uc804\ub7b5\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc778\uacf5\uc9c0\ub2a5 \uc608\uce21 \ubd84\uc11d, \ud558\uc774\ube0c\ub9ac\ub4dc \ubc0f \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \uc804\ub7b5, \uc11c\ubc84\ub9ac\uc2a4 \uc544\ud0a4\ud14d\ucc98, \uadf8\ub9ac\uace0 \uc790\uc728 \uc6b4\uc601 \uc2dc\uc2a4\ud15c\uc740 \ubaa8\ub450 \uc55e\uc73c\ub85c\uc758 \ube44\uc6a9 \uc808\uac10\uacfc \ub9ac\uc18c\uc2a4 \ucd5c\uc801\ud654\uc5d0 \ud070 \uc5ed\ud560\uc744 \ud560 \ud575\uc2ec \uc694\uc18c\ub4e4\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \ub2e8\uae30\uc801 \ube44\uc6a9 \uc808\uac10\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc7a5\uae30\uc801\uc778 \uacbd\uc7c1\ub825 \uac15\ud654\uc640 \uc9c0\uc18d \uac00\ub2a5 \uacbd\uc601\uc744 \uc2e4\ud604\ud574 \ub098\uac08 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc885\ud569\ud558\uba74, \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd \uc18d\uc5d0\uc11c\uc758 \ube44\uc6a9 \uc808\uac10\uacfc \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\ub294 \ub2e8\uc21c\ud55c \uae30\uc220\uc801, \uc7ac\ubb34\uc801 \uad00\ub9ac \uae30\ubc95\uc744 \ub118\uc5b4\uc11c \uae30\uc5c5\uc758 \uacbd\uc601 \uc804\ub7b5 \uc804\ubc18\uc5d0 \uac78\uce5c \ud575\uc2ec \uc694\uc778\uc73c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\uc758 \uae30\uc220 \ubc1c\uc804\uacfc \ud568\uaed8 \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c, \uc0ac\ub840 \uacf5\uc720, \uadf8\ub9ac\uace0 \uc804\ub7b5\uc801 \ud22c\uc790\uac00 \uc774\ub8e8\uc5b4\uc9c4\ub2e4\uba74, \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10 \ubc0f \ub9ac\uc18c\uc2a4 \ucd5c\uc801\ud654\ub294 \ubcf4\ub2e4 \ud601\uc2e0\uc801\uc778 \ubc29\ud5a5\uc73c\ub85c \uc9c4\ud654\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ubaa8\ub4e0 \uae30\uc5c5\uc740 \uc774\ub7ec\ud55c \ubcc0\ud654\uc758 \ud750\ub984\uc5d0 \ubbfc\ucca9\ud558\uac8c \ub300\uc751\ud558\uc5ec, \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\uc640 \ud601\uc2e0\uc801\uc778 MSA \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uace0, \uc9c0\uc18d \uac00\ub2a5\ud55c \uc131\uc7a5\uacfc \uc0ac\ud68c\uc801 \uac00\uce58\ub97c \ucc3d\ucd9c\ud574 \ub098\uac00\uc57c \ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>    <\/p>\n<h2 id=\"%ea%b0%95%eb%a0%a5%ed%95%9c-%ec%9a%94%ec%95%bd-DVDwlKsSwN\">\uac15\ub825\ud55c \uc694\uc57d<\/h2>\n<p>\uc624\ub298\ub0a0 \uae09\ubcc0\ud558\ub294 \ub514\uc9c0\ud138 \uc2dc\ub300\uc5d0\uc11c \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10 \ubc0f \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\ub294 \uae30\uc5c5 \uacbd\uc7c1\ub825\uc758 \ud575\uc2ec \uc694\uc18c\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac8c\uc2dc\uae00\uc5d0\uc11c\ub294 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc99d\uac00\uc758 \ud604\ud669\uacfc \uc808\uac10\uc758 \ud544\uc694\uc131\uc744 \uc9da\uc5b4\ubcf4\uace0, \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1, \ud0dc\uae45, \ubaa8\ub2c8\ud130\ub9c1 \ub4f1 \ub2e4\uc591\ud55c \ube44\uc6a9 \ucd5c\uc801\ud654 \uc804\ub7b5\uc744 \uc9d1\uc911 \uc870\uba85\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub354\ubd88\uc5b4, MSA \uc804\ub7b5\uc744 \ud1b5\ud574 \uc720\uc5f0\ud55c \uc2dc\uc2a4\ud15c \uad00\ub9ac \ubc0f \ud6a8\uc728\uc801 \uc790\uc6d0 \ubc30\ubd84\uc774 \uc5b4\ub5bb\uac8c \ube44\uc6a9 \uc808\uac10\uc5d0 \uae30\uc5ec\ud558\ub294\uc9c0\ub97c \uad6c\uccb4\uc801\uc778 \uc0ac\ub840\uc640 \ucf54\ub4dc \uc608\uc81c\ub97c \ud1b5\ud574 \uc124\uba85\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9 \uc139\uc158\uc5d0\uc11c\ub294 \ubbf8\ub798\uc758 \ud074\ub77c\uc6b0\ub4dc \ubc0f \uae30\uc220 \ub3d9\ud5a5, \uc778\uacf5\uc9c0\ub2a5 \ubc0f \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \uc804\ub7b5 \ub4f1 \uc120\uc9c4 \uc0ac\ub840\ub97c \ubc14\ud0d5\uc73c\ub85c \ud55c \uc885\ud569\uc801 \uc804\ub7b5\uc744 \uc81c\uc2dc\ud558\uc600\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\ub4e4\uc774 \uc9c0\uc18d \uac00\ub2a5\ud55c \uc131\uc7a5\uacfc \ud601\uc2e0\uc744 \ub3c4\ubaa8\ud560 \uc218 \uc788\ub294 \ubc29\ud5a5\uc131\uc744 \uc81c\uc2dc\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc885\ud569\uc801\uc73c\ub85c, \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uacfc \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\ub294 \ub2e8\uae30\uc801\uc778 \ube44\uc6a9 \uac10\ucd95\uc744 \ub118\uc5b4, \uc7a5\uae30\uc801\uc778 \uc6b4\uc601 \ud6a8\uc728\uc131, \uc2dc\uc2a4\ud15c \uc548\uc815\uc131, \uadf8\ub9ac\uace0 \ud658\uacbd\uc801 \uc9c0\uc18d \uac00\ub2a5\uc131\uae4c\uc9c0 \uc544\uc6b0\ub974\ub294 \uc885\ud569 \uc804\ub7b5\uc785\ub2c8\ub2e4. \uc774\ub97c \uc131\uacf5\uc801\uc73c\ub85c \uad6c\ud604\ud558\ub294 \uae30\uc5c5\uc740 \uc55e\uc73c\ub85c\uc758 \ub514\uc9c0\ud138 \uc2dc\ub300\uc5d0\uc11c \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \ubbfc\ucca9\ud558\uac8c \ub300\uc751\ud558\ub294 \ud0c4\ud0c4\ud55c \uc778\ud504\ub77c\ub97c \uac16\ucd94\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \uac8c\uc2dc\uae00\uc5d0\uc11c \uc81c\uc2dc\ud55c \ub2e4\uc591\ud55c \uc804\ub7b5\uacfc \uc0ac\ub840 \uc5f0\uad6c\ub294 \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc758 \ubcf5\uc7a1\ud55c \ube44\uc6a9 \uad6c\uc870\ub97c \uba85\ud655\ud788 \uc774\ud574\ud558\uace0, \ud6a8\uacfc\uc801\uc778 \ub300\uc751 \ubc29\uc548\uc744 \ub9c8\ub828\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4. \ud2b9\ud788, \uc790\ub3d9\ud654, MSA, AI \uae30\ubc18 \ubd84\uc11d \ub4f1 \ucd5c\uc2e0 \uae30\uc220\uc744 \ub3c4\uc785\ud568\uc73c\ub85c\uc368, \uae30\uc5c5\uc740 \ube44\uc6a9 \ub0ad\ube44\ub97c \uc904\uc774\uace0 \uc548\uc815\uc801\uc778 \uc2dc\uc2a4\ud15c \uc6b4\uc601\uacfc \ud568\uaed8 \uc9c0\uc18d \uac00\ub2a5\ud55c \uacbd\uc601\uc744 \uc2e4\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc55e\uc73c\ub85c\uc758 \uae30\uc220 \ud601\uc2e0\uacfc \ud568\uaed8 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10 \ubc0f \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\ub294 \uae30\uc5c5 \uc804\ub7b5\uc5d0\uc11c \uc911\uc694\ud55c \ucd95\uc744 \ucc28\uc9c0\ud560 \uac83\uc774\uba70, \uc774\ub7ec\ud55c \uc885\ud569\uc801 \uc811\uadfc\uc740 IT \uc778\ud504\ub77c \uad00\ub9ac\uc758 \uc0c8\ub85c\uc6b4 \ud328\ub7ec\ub2e4\uc784\uc744 \uc5f4\uc5b4\uac08 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ubaa8\ub4e0 \uc774\ud574\uad00\uacc4\uc790\ub4e4\uc774 \ud6a8\uacfc\uc801\uc778 \ube44\uc6a9 \uad00\ub9ac\uc640 \ub9ac\uc18c\uc2a4 \ucd5c\uc801\ud654\uc758 \ubaa8\ubc94 \uc0ac\ub840\ub97c \uacf5\uc720\ud558\uace0, \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud574 \ub098\uac00\ub294 \ubb38\ud654\ub97c \uad6c\ucd95\ud568\uc73c\ub85c\uc368, \uae00\ub85c\ubc8c \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc5d0\uc11c\uc758 \uc131\uacf5\uacfc \ud601\uc2e0\uc744 \uc774\ub04c\uc5b4\ub0bc \uc218 \uc788\uc744 \uac83\uc774\ub77c \ud655\uc2e0\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uc808\uac10\uc744 \uc704\ud55c \ud6a8\uc728\uc801 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc640 MSA \uc804\ub7b5\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4. \ucd5c\uc2e0 \uc0ac\ub840\uc640 \ub3c4\uad6c\ub85c IT \uc778\ud504\ub77c\ub97c \ucd5c\uc801\ud654\ud574\ubcf4\uc138\uc694.<\/p>\n","protected":false},"author":1,"featured_media":55946,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1957],"tags":[200,2049,190],"class_list":["post-55942","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-development","tag-amazon","tag-architecture","tag-google"],"acf":[],"_links":{"self":[{"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/posts\/55942","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/comments?post=55942"}],"version-history":[{"count":1,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/posts\/55942\/revisions"}],"predecessor-version":[{"id":55945,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/posts\/55942\/revisions\/55945"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/media\/55946"}],"wp:attachment":[{"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/media?parent=55942"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/categories?post=55942"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/tags?post=55942"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}