{"id":55762,"date":"2025-03-11T22:25:25","date_gmt":"2025-03-11T13:25:25","guid":{"rendered":"https:\/\/8gfg.shop\/blog\/development\/msa-design-to-enhance-reliability-by-building-a-failure-recovery-mechanism"},"modified":"2025-03-11T22:25:28","modified_gmt":"2025-03-11T13:25:28","slug":"msa-design-to-increase-reliability-by-building-a-failure-recovery-mechanism","status":"publish","type":"post","link":"https:\/\/8gfg.shop\/blog\/development\/msa-design-to-increase-reliability-by-building-a-failure-recovery-mechanism","title":{"rendered":"\uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \uad6c\ucd95\uc73c\ub85c \uc2e0\ub8b0\uc131\uc744 \ub192\uc774\ub294 MSA \uc124\uacc4"},"content":{"rendered":"<ul class=\"toc_post_list\">\n<li>\n<h2>\ubaa9\ucc28<\/h2>\n<ul>\n<li><a href=\"#%ec%9e%a5%ec%95%a0-%eb%b3%b5%ea%b5%ac-%eb%a9%94%ec%bb%a4%eb%8b%88%ec%a6%98-%ea%b5%ac%ec%b6%95%ec%9c%bc%eb%a1%9c-%ec%8b%a0%eb%a2%b0%ec%84%b1%ec%9d%84-%eb%86%92%ec%9d%b4%eb%8a%94-msa-%ec%84%a4%ea%b3%84-TebPHxnGdd\">\uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \uad6c\ucd95\uc73c\ub85c \uc2e0\ub8b0\uc131\uc744 \ub192\uc774\ub294 MSA \uc124\uacc4<\/a><\/li>\n<li><a href=\"#1-msa-%ea%b8%b0%eb%b3%b8-%ea%b0%9c%eb%85%90%ea%b3%bc-%ec%84%a4%ea%b3%84-%ec%b2%a0%ed%95%99-TebPHxnGdd\">1. MSA \uae30\ubcf8 \uac1c\ub150\uacfc \uc124\uacc4 \ucca0\ud559<\/a><\/li>\n<li><a href=\"#2-%ec%9e%a5%ec%95%a0-%eb%b3%b5%ea%b5%ac-%eb%a9%94%ec%bb%a4%eb%8b%88%ec%a6%98%ec%9d%98-%ec%9a%94%ec%86%8c%ec%99%80-%ea%b5%ac%ed%98%84-%ec%a0%84%eb%9e%b5-TebPHxnGdd\">2. \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc758 \uc694\uc18c\uc640 \uad6c\ud604 \uc804\ub7b5<\/a><\/li>\n<li><a href=\"#3-%ec%82%ac%eb%a1%80-%ec%97%b0%ea%b5%ac-%ec%9e%a5%ec%95%a0-%eb%b3%b5%ea%b5%ac-%eb%a9%94%ec%bb%a4%eb%8b%88%ec%a6%98-%ec%a0%81%ec%9a%a9%ec%9d%98-%ec%8b%a4%ec%a0%9c-%ed%9a%a8%ea%b3%bc-TebPHxnGdd\">3. \uc0ac\ub840 \uc5f0\uad6c: \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \uc801\uc6a9\uc758 \uc2e4\uc81c \ud6a8\uacfc<\/a><\/li>\n<li><a href=\"#4-%ed%96%a5%ed%9b%84-%ec%a0%84%eb%a7%9d%ea%b3%bc-%eb%aa%a8%eb%b2%94-%ec%82%ac%eb%a1%80-%ec%a7%80%ec%86%8d-%ea%b0%80%eb%8a%a5%ed%95%9c-msa-%ec%84%a4%ea%b3%84%eb%a5%bc-%ec%9c%84%ed%95%9c-%eb%a1%9c-TebPHxnGdd\">4. \ud5a5\ud6c4 \uc804\ub9dd\uacfc \ubaa8\ubc94 \uc0ac\ub840: \uc9c0\uc18d \uac00\ub2a5\ud55c MSA \uc124\uacc4\ub97c \uc704\ud55c \ub85c\ub4dc\ub9f5<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>    <title id=\"%ec%9e%a5%ec%95%a0-%eb%b3%b5%ea%b5%ac-%eb%a9%94%ec%bb%a4%eb%8b%88%ec%a6%98-%ea%b5%ac%ec%b6%95%ec%9c%bc%eb%a1%9c-%ec%8b%a0%eb%a2%b0%ec%84%b1%ec%9d%84-%eb%86%92%ec%9d%b4%eb%8a%94-msa-%ec%84%a4%ea%b3%84-TebPHxnGdd\">\uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \uad6c\ucd95\uc73c\ub85c \uc2e0\ub8b0\uc131\uc744 \ub192\uc774\ub294 MSA \uc124\uacc4<\/title><\/p>\n<h1 id=\"%ec%9e%a5%ec%95%a0-%eb%b3%b5%ea%b5%ac-%eb%a9%94%ec%bb%a4%eb%8b%88%ec%a6%98-%ea%b5%ac%ec%b6%95%ec%9c%bc%eb%a1%9c-%ec%8b%a0%eb%a2%b0%ec%84%b1%ec%9d%84-%eb%86%92%ec%9d%b4%eb%8a%94-msa-%ec%84%a4%ea%b3%84-TebPHxnGdd\">\uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \uad6c\ucd95\uc73c\ub85c \uc2e0\ub8b0\uc131\uc744 \ub192\uc774\ub294 MSA \uc124\uacc4<\/h1>\n<p><img decoding=\"async\" src=\"https:\/\/8gfg.shop\/blog\/wp-content\/uploads\/2025\/03\/ec9ea5ec95a0-ebb3b5eab5ac-eba994ecbba4eb8b88eca698-eab5acecb695ec9cbceba19c-ec8ba0eba2b0ec84b1ec9d84-eb8692ec9db4eb8a94-msa-ec84a4eab384.jpeg\" alt=\"\uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \uad6c\ucd95\uc73c\ub85c \uc2e0\ub8b0\uc131\uc744 \ub192\uc774\ub294 MSA \uc124\uacc4\" \/><\/p>\n<p>\ubcf8 \ube14\ub85c\uadf8 \uac8c\uc2dc\uae00\uc5d0\uc11c\ub294 \ud604\ub300\uc758 \ubcf5\uc7a1\ud55c \uc2dc\uc2a4\ud15c \ud658\uacbd\uc5d0\uc11c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98(MSA)\ub97c \uae30\ubc18\uc73c\ub85c \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc744 \uad6c\ucd95\ud558\ub294 \ubc29\ubc95\uc744 \uc2ec\ub3c4 \uc788\uac8c \ubd84\uc11d\ud558\uace0, \uc774\ub97c \ud1b5\ud574 \uc2dc\uc2a4\ud15c \uc2e0\ub8b0\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \uc124\uacc4 \uc804\ub7b5\uc5d0 \ub300\ud574 \ub17c\uc758\ud569\ub2c8\ub2e4. MSA\ub294 \ube60\ub978 \uc11c\ube44\uc2a4 \ubc30\ud3ec\uc640 \ub3c5\ub9bd\uc801\uc778 \ud655\uc7a5\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uc9c0\ub9cc, \uc11c\ube44\uc2a4 \uac04 \uacb0\ud569\ub3c4\uac00 \ub0ae\uc544\uc9c0\uba74\uc11c\ub3c4 \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \uc7a5\uc560 \uc0c1\ud669\uc744 \uc0ac\uc804\uc5d0 \uc608\uce21\ud558\uace0 \ub300\uc751\ud558\uae30 \uc704\ud55c \uccb4\uacc4\uc801\uc778 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ubcf8 \uac8c\uc2dc\uae00\uc740 \uc804\ubb38\uac00\uc758 \uc2dc\uac01\uc5d0\uc11c \uc774 \uc8fc\uc81c\ub97c \ub2e4\ub8e8\uba70, \uad6c\uccb4\uc801\uc778 \uc0ac\ub840\uc640 \ud1b5\uacc4, \ucf54\ub4dc \uc608\uc81c \ub4f1\uc744 \ud1b5\ud574 \uc2e4\uc9c8\uc801\uc778 \uac00\uc774\ub4dc\ub77c\uc778\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uccab \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 MSA\uc758 \uae30\ubcf8 \uac1c\ub150\uacfc \uc124\uacc4 \ucca0\ud559\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uc804\ud1b5\uc801\uc778 \ubaa8\ub180\ub9ac\uc2dd \uc544\ud0a4\ud14d\ucc98\uc640 MSA \uac04\uc758 \ucc28\uc774\uc810, \uadf8\ub9ac\uace0 MSA \ucc44\ud0dd \uc2dc \uace0\ub824\ud574\uc57c \ud560 \ud575\uc2ec \uc6d0\uce59\ub4e4\uc744 \uc0b4\ud3b4\ubd05\ub2c8\ub2e4. \ub610\ud55c \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc744 \ud3ec\ud568\ud55c \uc804\ubc18\uc801\uc778 \uc2dc\uc2a4\ud15c \uc124\uacc4 \uc804\ub7b5\uc5d0 \ub300\ud574 \uc124\uba85\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub450 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc758 \uc8fc\uc694 \uc694\uc18c\uc640 \uad6c\ud604 \uc804\ub7b5\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \ub17c\uc758\ud569\ub2c8\ub2e4. \uc7a5\uc560 \uac80\ucd9c, \uc790\ub3d9 \ubcf5\uad6c, \uc7ac\uc2dc\ub3c4 \ub85c\uc9c1, \ud68c\ub85c \ucc28\ub2e8\uae30 \ud328\ud134 \ub4f1 \ub2e4\uc591\ud55c \uae30\ubc95\uacfc \uc774\ub97c \uad6c\ud604\ud558\uae30 \uc704\ud55c \uc124\uacc4 \ubc29\uc548\uc5d0 \ub300\ud574 \uad6c\uccb4\uc801\uc778 \uc608\uc81c\uc640 \ud568\uaed8 \uc124\uba85\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc138 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc744 \uc2e4\uc81c \uc2dc\uc2a4\ud15c\uc5d0 \uc801\uc6a9\ud55c \uc0ac\ub840 \uc5f0\uad6c\ub97c \uc18c\uac1c\ud569\ub2c8\ub2e4. \uad6d\ub0b4\uc678 \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc758 \uc0ac\ub840\ub97c \ubc14\ud0d5\uc73c\ub85c, \uc2e4\uc81c \uc7a5\uc560 \uc0c1\ud669\uc5d0\uc11c \uc2dc\uc2a4\ud15c\uc774 \uc5b4\ub5bb\uac8c \uc548\uc815\uc801\uc73c\ub85c \ubcf5\uad6c\ub418\uc5c8\ub294\uc9c0 \ubd84\uc11d\ud558\uace0, \uadf8\uc5d0 \ub530\ub978 \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\uc640 \ud1b5\uacc4\ub97c \uacf5\uc720\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub124 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \ud5a5\ud6c4 MSA \uc124\uacc4\uc758 \ubc1c\uc804 \ubc29\ud5a5\uacfc \ubaa8\ubc94 \uc0ac\ub840, \uc9c0\uc18d \uac00\ub2a5\ud55c \uc7a5\uc560 \ubcf5\uad6c \uc804\ub7b5\uc5d0 \ub300\ud574 \ub2e4\ub8f9\ub2c8\ub2e4. \ucd5c\uc2e0 \uae30\uc220 \ub3d9\ud5a5, \ubbf8\ub798 \uc608\uce21, \uadf8\ub9ac\uace0 \uc2e4\ubb34\uc5d0 \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \ub85c\ub4dc\ub9f5\uc744 \uc81c\uc2dc\ud558\uba70, \ub3c5\uc790\ub4e4\uc774 \uc9c1\uc811 \uc801\uc6a9\ud574 \ubcfc \uc218 \uc788\ub294 \uc0c1\uc138 \uac00\uc774\ub4dc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc804\uccb4 \ub0b4\uc6a9\uc740 \uac01 \uc139\uc158\ub9c8\ub2e4 10\uac1c \uc774\uc0c1\uc758 \ubb38\ub2e8\uacfc \ud48d\ubd80\ud55c \uc124\uba85 \ubc0f \ucf54\ub4dc \uc608\uc81c\ub97c \ud3ec\ud568\ud558\uc5ec, MSA \uc124\uacc4 \ubc0f \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \uad6c\ucd95\uc5d0 \ub300\ud55c \uc885\ud569\uc801\uc778 \uc774\ud574\ub97c \ub3c4\ubaa8\ud560 \uc218 \uc788\ub3c4\ub85d \uad6c\uc131\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uc139\uc158\uc740 \uc774\ub860\uc801 \ubc30\uacbd\uacfc \uc2e4\ubb34 \uc801\uc6a9 \uc0ac\ub840, \uadf8\ub9ac\uace0 \uae30\uc220\uc801 \uad6c\ud604 \uc0ac\ud56d\uc744 \uade0\ud615 \uc788\uac8c \ub2e4\ub8e8\uc5b4, \uc2e4\uc804\uc5d0\uc11c \ubc14\ub85c \ud65c\uc6a9 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc2a4\ud15c \uc7a5\uc560\ub294 \uae30\uc5c5\uc758 \uc6b4\uc601\uacfc \uc11c\ube44\uc2a4 \uc2e0\ub8b0\ub3c4\uc5d0 \uc9c1\uc811\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce58\uba70, \uc791\uc740 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud558\ub354\ub77c\ub3c4 \uc2e0\uc18d\ud558\uace0 \ud6a8\uacfc\uc801\uc778 \ubcf5\uad6c\uac00 \uc774\ub8e8\uc5b4\uc9c0\uc9c0 \uc54a\uc73c\uba74 \ub9c9\ub300\ud55c \uacbd\uc81c\uc801 \uc190\uc2e4\uc744 \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uc11c\ube44\uc2a4 \uac04\uc758 \ub3c5\ub9bd\uc801\uc778 \uc7a5\uc560 \ubcf5\uad6c \uccb4\uacc4\uac00 \ud544\uc218\uc801\uc774\uba70, \uc774\ub97c \uc704\ud55c \ub2e4\uc591\ud55c \uae30\uc220\uc801 \uc194\ub8e8\uc158\ub4e4\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc6b0\ub9ac\uc758 \ub17c\uc758\ub294 \ub2e8\uc21c\ud788 \uae30\uc220\uc801\uc778 \uac1c\ub150\uacfc \uad6c\ud604 \ubc29\ubc95\uc5d0 \uadf8\uce58\uc9c0 \uc54a\uace0, \uc2e4\uc81c \ud604\uc7a5\uc5d0\uc11c\uc758 \uc801\uc6a9 \uacbd\ud5d8\uacfc \ud1b5\uacc4\ub97c \ud1b5\ud574 \ub3c5\uc790\ub4e4\uc5d0\uac8c \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294 \ub370 \ubaa9\uc801\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ud5a5\ud6c4 MSA \uc124\uacc4\uc640 \uad00\ub828\ub41c \uc5f0\uad6c \ub3d9\ud5a5, \uc2e0\uae30\uc220 \ub3c4\uc785 \uc0ac\ub840 \ub4f1\uc744 \ud568\uaed8 \uc0b4\ud3b4\ubcf4\uba70, \ub354\uc6b1 \uc2ec\ub3c4 \uc788\ub294 \ubd84\uc11d\uc744 \uc2dc\ub3c4\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc544\ub798\ubd80\ud130\ub294 \uac01 \uc139\uc158\uc758 \uc0c1\uc138 \ub0b4\uc6a9\uc744 \ub2e8\uacc4\ubcc4\ub85c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p>    <br \/>\n    <br \/>\n    <\/p>\n<h2 id=\"1-msa-%ea%b8%b0%eb%b3%b8-%ea%b0%9c%eb%85%90%ea%b3%bc-%ec%84%a4%ea%b3%84-%ec%b2%a0%ed%95%99-TebPHxnGdd\">1. MSA \uae30\ubcf8 \uac1c\ub150\uacfc \uc124\uacc4 \ucca0\ud559<\/h2>\n<p>\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98(MSA)\ub294 \ub2e8\uc77c \ubaa8\ub180\ub9ac\uc2dd \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc5ec\ub7ec \uac1c\uc758 \ub3c5\ub9bd\uc801\uc778 \uc11c\ube44\uc2a4\ub85c \ubd84\ud560\ud558\uc5ec \uac01 \uc11c\ube44\uc2a4\uac00 \uace0\uc720\uc758 \ube44\uc988\ub2c8\uc2a4 \uae30\ub2a5\uc744 \uc218\ud589\ud558\ub3c4\ub85d \uc124\uacc4\ud55c \uc544\ud0a4\ud14d\ucc98 \ud328\ud134\uc785\ub2c8\ub2e4. \uc774 \ubc29\uc2dd\uc740 \uac01 \uc11c\ube44\uc2a4\uac00 \uac1c\ubcc4\uc801\uc73c\ub85c \ubc30\ud3ec\ub418\uba70, \ub3c5\ub9bd\uc801\uc778 \ud655\uc7a5\uc131\uc744 \uac16\ucd9c \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0, \ubcf5\uc7a1\uc131\uc774 \uc99d\uac00\ud558\ub294 \ud604\ub300 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud658\uacbd\uc5d0 \uc801\ud569\ud55c \ud574\ubc95\uc73c\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. MSA \ub3c4\uc785 \uc2dc \uace0\ub824\ud574\uc57c \ud560 \uac00\uc7a5 \uc911\uc694\ud55c \ucca0\ud559 \uc911 \ud558\ub098\ub294 \ubc14\ub85c &#8216;\uacbd\uacc4\uc758 \ubd84\ub9ac(Bounded Context)&#8217;\uc785\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uacc4\uc758 \ubd84\ub9ac\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\uc790\uc801\uc778 \ucc45\uc784\uacfc \uc5ed\ud560\uc744 \uac00\uc9c0\uba70, \ub2e4\ub978 \uc11c\ube44\uc2a4\uc640\uc758 \uacb0\ud569\ub3c4\ub97c \ucd5c\uc18c\ud654\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub294 \uc11c\ube44\uc2a4 \uac04\uc758 \ub370\uc774\ud130 \uacf5\uc720\ub098 \uc9c1\uc811\uc801\uc778 \uc811\uadfc \ub300\uc2e0 API \uac8c\uc774\ud2b8\uc6e8\uc774, \uba54\uc2dc\uc9d5 \ud050 \ub4f1\uc758 \uc911\uac04 \ub9e4\uac1c\uccb4\ub97c \ud1b5\ud574 \ud1b5\uc2e0\ud568\uc73c\ub85c\uc368 \uc2e4\ud604\ub429\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ud558\ub098\uc758 \uc11c\ube44\uc2a4\uc5d0 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud558\ub354\ub77c\ub3c4 \ub2e4\ub978 \uc11c\ube44\uc2a4\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>MSA\uc758 \ub610 \ub2e4\ub978 \ud575\uc2ec \uc694\uc18c\ub294 &#8216;\uc790\uc728\uc801 \ubc30\ud3ec(Autonomous Deployment)&#8217;\uc785\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\ub294 \ub3c5\uc790\uc801\uc73c\ub85c \uac1c\ubc1c, \ud14c\uc2a4\ud2b8, \ubc30\ud3ec\ub418\ubbc0\ub85c, \ud2b9\uc815 \uae30\ub2a5\uc5d0 \ub300\ud55c \uc5c5\ub370\uc774\ud2b8\ub098 \ud328\uce58\uac00 \ub2e4\ub978 \uc11c\ube44\uc2a4\uc5d0 \uc601\ud5a5\uc744 \uc8fc\uc9c0 \uc54a\uc73c\uba70, \uac1c\ubc1c\ud300 \uac04\uc758 \ud611\uc5c5 \ud6a8\uc728\uc131\uc744 \ub192\uc785\ub2c8\ub2e4. \uc774\uc640 \ud568\uaed8 \ubcf5\uc7a1\ud55c \uc2dc\uc2a4\ud15c \ud658\uacbd\uc5d0\uc11c \uc7a5\uc560 \ubcf5\uad6c\ub97c \uc704\ud55c \uad6c\uc870\uc801 \uc124\uacc4\ub97c \uace0\ubbfc\ud560 \ub54c, \uc790\uc728\uc801 \ubc30\ud3ec\uc758 \uc774\uc810\uc740 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ube60\ub978 \ub864\ubc31\uacfc \uac1c\ubcc4 \uc11c\ube44\uc2a4\uc758 \uc7ac\uad6c\ub3d9\uc744 \uac00\ub2a5\ud558\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c MSA \uc124\uacc4 \ucca0\ud559\uc758 \uc911\uc694\ud55c \ubd80\ubd84\uc740 &#8216;\ub370\uc774\ud130 \ubd84\uc0b0 \uad00\ub9ac&#8217;\uc785\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \ubaa8\ub180\ub9ac\uc2dd \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c\ub294 \ub2e8\uc77c \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc558\uc73c\ub098, MSA\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \uc790\uc2e0\ub9cc\uc758 \ub370\uc774\ud130 \uc800\uc7a5\uc18c\ub97c \uac00\uc9d0\uc73c\ub85c\uc368, \uc11c\ube44\uc2a4 \uac04\uc758 \ub3c5\ub9bd\uc131\uc744 \uc720\uc9c0\ud558\uace0 \ub3d9\uc2dc\uc5d0 \ub370\uc774\ud130 \uc77c\uad00\uc131, \ubb34\uacb0\uc131 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \ud328\ud134\uc744 \uc801\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub7f0 \ubd84\uc0b0 \ud658\uacbd\uc5d0\uc11c\ub294 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ud2b9\uc815 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub098 \uc11c\ube44\uc2a4\uc758 \ubb38\uc81c\ub85c \uc804\uccb4 \uc2dc\uc2a4\ud15c \uc7a5\uc560\ub85c \uc774\uc5b4\uc9c0\uc9c0 \uc54a\ub3c4\ub85d \ud558\ub294 \ubcf5\uad6c \uc804\ub7b5\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<p>MSA \uad6c\ud604 \uc2dc \uace0\ub824\ud574\uc57c \ud560 \ub610 \ub2e4\ub978 \uc911\uc694\ud55c \uc774\uc288\ub294 &#8216;\uc11c\ube44\uc2a4 \ub514\uc2a4\ucee4\ubc84\ub9ac(Service Discovery)&#8217;\uc785\ub2c8\ub2e4. \ubaa8\ub4e0 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubc30\ud3ec\ub418\uace0 \ud655\uc7a5\ub428\uc5d0 \ub530\ub77c, \ub3d9\uc801\uc73c\ub85c \ubcc0\uacbd\ub418\ub294 \uc11c\ube44\uc2a4 \uc778\uc2a4\ud134\uc2a4\ub4e4\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ucd94\uc801\ud558\uace0, \uc11c\ub85c\uc758 \uc704\uce58\ub97c \uc2dd\ubcc4\ud558\ub294 \uac83\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. Eureka, Consul, Zookeeper\uc640 \uac19\uc740 \ub3c4\uad6c\ub4e4\uc774 \uc774 \uc5ed\ud560\uc744 \ud558\uba70, \uc774\ub4e4 \ub3c4\uad6c\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uba74 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ube60\ub974\uac8c \uc11c\ube44\uc2a4 \uc778\uc2a4\ud134\uc2a4\ub97c \uc7ac\ubc30\uce58\ud558\uac70\ub098 \ub300\uccb4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uadfc \uae30\uc5c5 \uc0ac\ub840\ub97c \ubcf4\uba74, Netflix\uc640 Amazon\uacfc \uac19\uc740 \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc774 MSA\ub97c \ud1b5\ud574 \ub192\uc740 \ud655\uc7a5\uc131\uacfc \uc7a5\uc560 \ubcf5\uad6c \ub2a5\ub825\uc744 \ud655\ubcf4\ud55c \uac83\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Netflix\uc758 \uacbd\uc6b0, \uc790\uccb4 \uac1c\ubc1c\ud55c &#8216;Simian Army&#8217; \ub3c4\uad6c\ub97c \ud1b5\ud574 \uc758\ub3c4\uc801\uc73c\ub85c \uc2dc\uc2a4\ud15c \uc77c\ubd80\uc5d0 \uc7a5\uc560\ub97c \uc720\ubc1c\ud558\uc5ec, \uc2e4\uc81c \uc7a5\uc560 \uc0c1\ud669\uc5d0\uc11c\uc758 \ubcf5\uad6c \ub2a5\ub825\uc744 \ud14c\uc2a4\ud2b8\ud558\uace0, \uc774\ub97c \ud1a0\ub300\ub85c \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud574\uc654\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0ac\ub840\ub294 MSA \ub3c4\uc785\uacfc \uc7a5\uc560 \ubcf5\uad6c \uc804\ub7b5\uc774 \ub2e8\uc21c\ud55c \uc774\ub860\uc801 \uac1c\ub150\uc774 \uc544\ub2c8\ub77c \uc2e4\uc81c \ube44\uc988\ub2c8\uc2a4\uc5d0\uc11c \ud070 \ud6a8\uacfc\ub97c \ubc1c\ud718\ud55c\ub2e4\ub294 \uac83\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc220\uc801\uc778 \uce21\uba74 \uc678\uc5d0\ub3c4, \uc870\uc9c1 \ub0b4 \ubb38\ud654\uc640 \ud504\ub85c\uc138\uc2a4\ub3c4 MSA \uc124\uacc4\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4. \uc11c\ube44\uc2a4\ubcc4\ub85c \ub3c5\ub9bd\uc801\uc778 \uac1c\ubc1c\ud300\uacfc \uc6b4\uc601\ud300\uc774 \uc874\uc7ac\ud560 \uacbd\uc6b0, \uac01 \ud300\uc740 \uc790\uc2e0\uc758 \uc11c\ube44\uc2a4\uc758 \uc7a5\uc560 \ubcf5\uad6c \ucc45\uc784\uc744 \uba85\ud655\ud788\ud558\uace0, \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc640 \ub300\uc751 \ub9e4\ub274\uc5bc\uc744 \uac16\ucd94\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud588\uc744 \ub54c \uc2e0\uc18d\ud558\uac8c \uc6d0\uc778\uc744 \ud30c\uc545\ud558\uace0 \ud574\uacb0\ucc45\uc744 \ub9c8\ub828\ud560 \uc218 \uc788\ub294 \uccb4\uacc4\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>MSA\uc758 \ub6f0\uc5b4\ub09c \ud655\uc7a5\uc131\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \uc11c\ube44\uc2a4 \uac04\uc758 \ubcf5\uc7a1\ud55c \uc758\uc874\uc131\uacfc \ub124\ud2b8\uc6cc\ud06c \ud1b5\uc2e0 \uc624\ub958 \ub4f1\uc73c\ub85c \uc778\ud574 \uc7a5\uc560 \ubc1c\uc0dd \uac00\ub2a5\uc131\uc774 \ud56d\uc0c1 \ub0b4\uc7ac\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7fc\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \uc801\uc808\ud55c \uc124\uacc4 \ucca0\ud559\uacfc \uba85\ud655\ud55c \uacbd\uacc4\uc758 \ubd84\ub9ac, \uadf8\ub9ac\uace0 \ub3c5\ub9bd\uc801\uc778 \ubc30\ud3ec \uc804\ub7b5\uc744 \ud1b5\ud574 \uc774\ub7ec\ud55c \uc704\ud5d8 \uc694\uc18c\ub4e4\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uad00\ub9ac\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc740 MSA\uc758 \ud070 \uc7a5\uc810\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, \ud55c \uae08\uc735 IT \uae30\uc5c5\uc758 \uacbd\uc6b0, \uae30\uc874 \ubaa8\ub180\ub9ac\uc2dd \uc2dc\uc2a4\ud15c\uc5d0\uc11c MSA\ub85c \uc804\ud658\ud55c \ud6c4, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ud2b9\uc815 \uc11c\ube44\uc2a4 \ub2e8\uc704\uc5d0\uc11c\ub9cc \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud558\ub3c4\ub85d \uc124\uacc4\ud558\uc5ec \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \ub2e4\uc6b4\ud0c0\uc784\uc744 80% \uc774\uc0c1 \uac10\uc18c\uc2dc\ud0a8 \uacbd\ud5d8\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ucc98\ub7fc \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc740 \ub2e8\uc21c\ud55c \uae30\uc220\uc801 \uac1c\uc120\uc744 \ub118\uc5b4, \ube44\uc988\ub2c8\uc2a4 \uc5f0\uc18d\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \uc911\uc694\ud55c \uc694\uc18c\uc784\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, MSA \uc124\uacc4 \ucca0\ud559\uc740 DevOps \ubb38\ud654\uc640\ub3c4 \ubc00\uc811\ud55c \uc5f0\uad00\uc744 \ub9fa\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc9c0\uc18d\uc801\uc778 \ud1b5\ud569 \ubc0f \uc9c0\uc18d\uc801\uc778 \ubc30\ud3ec(CI\/CD) \ud30c\uc774\ud504\ub77c\uc778 \ub0b4\uc5d0\uc11c \uc790\ub3d9\ud654\ub41c \uc7a5\uc560 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ubcf5\uad6c \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud568\uc73c\ub85c\uc368, \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc744 \ub354\uc6b1 \uac15\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc790\ub3d9\ud654 \ub3c4\uad6c\ub4e4\uc740 \uc2dc\uc2a4\ud15c\uc758 \ubb38\uc81c\ub97c \uc0ac\uc804\uc5d0 \uac10\uc9c0\ud558\uace0, \uc2e0\uc18d\ud55c \ubcf5\uad6c \uc870\uce58\ub97c \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \uc804\uccb4\uc801\uc778 \uc6b4\uc601 \ube44\uc6a9\uc744 \uc808\uac10\ud558\ub294 \ud6a8\uacfc\ub3c4 \uac00\uc838\uc635\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, MSA \uc124\uacc4 \ucca0\ud559\uc740 \ud56d\uc0c1 \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 IT \ud658\uacbd\uc5d0 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud558\ub3c4\ub85d \ub3d5\ub294 \uc911\uc694\ud55c \uc804\ub7b5\uc785\ub2c8\ub2e4. \uc9c0\uc18d\uc801\uc73c\ub85c \ubcc0\ud654\ud558\ub294 \uc0ac\uc6a9\uc790 \uc694\uad6c\uc640 \uae30\uc220 \ub3d9\ud5a5\uc5d0 \ub530\ub77c, \uac01 \uc11c\ube44\uc2a4\ub294 \ub3c5\uc790\uc801\uc778 \ubc29\uc2dd\uc73c\ub85c \uac1c\uc120\ub418\uace0 \ucd5c\uc801\ud654\ub420 \uc218 \uc788\uc73c\uba70, \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \uc5ed\uc2dc \uc0c1\ud669\uc5d0 \ub9de\uac8c \uc2e0\uc18d\ud558\uac8c \uc801\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc810\uc5d0\uc11c MSA \uc124\uacc4\ub294 \ubbf8\ub798 \uc9c0\ud5a5\uc801 \uae30\uc220 \uc804\ub7b5\uc774\ub77c\uace0 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>    <br \/>\n    <br \/>\n    <\/p>\n<h2 id=\"2-%ec%9e%a5%ec%95%a0-%eb%b3%b5%ea%b5%ac-%eb%a9%94%ec%bb%a4%eb%8b%88%ec%a6%98%ec%9d%98-%ec%9a%94%ec%86%8c%ec%99%80-%ea%b5%ac%ed%98%84-%ec%a0%84%eb%9e%b5-TebPHxnGdd\">2. \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc758 \uc694\uc18c\uc640 \uad6c\ud604 \uc804\ub7b5<\/h2>\n<p>\uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc740 MSA \uc124\uacc4\uc758 \ud575\uc2ec \uad6c\uc131 \uc694\uc18c \uc911 \ud558\ub098\ub85c, \uc2dc\uc2a4\ud15c\uc758 \uc2e0\ub8b0\uc131\uc744 \uadf9\ub300\ud654\ud558\uae30 \uc704\ud574 \ud544\uc218\uc801\uc73c\ub85c \uace0\ub824\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uc7a5\uc560 \ubcf5\uad6c\uc758 \uc8fc\uc694 \uc694\uc18c\uc640 \uc774\ub97c \uad6c\ud604\ud558\uae30 \uc704\ud55c \uc804\ub7b5 \ubc0f \ud328\ud134, \uadf8\ub9ac\uace0 \uad6c\uccb4\uc801\uc778 \uae30\uc220\uc801 \ubc29\ubc95\ub860\uc5d0 \ub300\ud574 \ub2e4\ub8f9\ub2c8\ub2e4.<\/p>\n<p>\uac00\uc7a5 \uba3c\uc800 \uc0b4\ud3b4\ubcfc \uc694\uc18c\ub294 \uc7a5\uc560 \uac80\ucd9c(Detection) \uba54\ucee4\ub2c8\uc998\uc785\ub2c8\ub2e4. \uc7a5\uc560 \uac80\ucd9c\uc740 \uc2dc\uc2a4\ud15c \ub0b4\uc5d0\uc11c \uc608\uae30\uce58 \ubabb\ud55c \uc2e4\ud328\ub098 \uc624\ub958\ub97c \ube60\ub974\uac8c \uac10\uc9c0\ud558\ub294 \uacfc\uc815\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc73c\ub85c, \uac01 \uc11c\ube44\uc2a4\ub294 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc640 \ub85c\uae45 \uc2dc\uc2a4\ud15c\uc744 \uac16\ucd94\uace0 \uc788\uc5b4\uc57c \ud558\uba70, \uc774\ub97c \ud1b5\ud574 \uc624\ub958 \ud328\ud134\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Prometheus, Grafana, ELK \uc2a4\ud0dd \ub4f1\uacfc \uac19\uc740 \ub3c4\uad6c\ub4e4\uc744 \ud1b5\ud574 \uc2dc\uc2a4\ud15c \ub85c\uadf8\uc640 \uba54\ud2b8\ub9ad\uc2a4\ub97c \uc218\uc9d1\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc7a5\uc560 \uac80\ucd9c \ud6c4, \uc790\ub3d9 \ubcf5\uad6c(Automatic Recovery) \uba54\ucee4\ub2c8\uc998\uc774 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc790\ub3d9 \ubcf5\uad6c\ub294 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ubbf8\ub9ac \uc815\uc758\ub41c \uaddc\uce59\uc5d0 \ub530\ub77c, \ud574\ub2f9 \uc7a5\uc560\ub97c \ubcf5\uad6c\ud558\ub294 \uc77c\ub828\uc758 \ud504\ub85c\uc138\uc2a4\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub294 \ub2e8\uc21c\ud788 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud55c \uc11c\ube44\uc2a4\ub97c \uc7ac\uc2dc\uc791\ud558\ub294 \uac83\ubd80\ud130, \ubcf5\uc7a1\ud55c \ud2b8\ub79c\uc7ad\uc158 \ub864\ubc31 \ubc0f \ub370\uc774\ud130 \ubcf5\uc6d0 \uc791\uc5c5\uae4c\uc9c0 \ub2e4\uc591\ud55c \ud615\ud0dc\ub85c \uad6c\ud604\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\ub7ec \ud074\ub77c\uc6b0\ub4dc \uc81c\uacf5\uc5c5\uccb4\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \uc790\ub3d9 \ubcf5\uad6c \uae30\ub2a5\uc744 \uae30\ubcf8 \uc81c\uacf5\ud558\uace0 \uc788\uc73c\uba70, \uac1c\ubc1c\uc790\ub294 \uc774\ub97c \uc751\uc6a9\ud574 \uc790\uc2e0\ub9cc\uc758 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\ub41c \ud574\uacb0\ucc45\uc744 \ub9c8\ub828\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2e4\uc2dc\uac04 \ubcf5\uad6c\ub97c \ubcf4\uc7a5\ud558\uae30 \uc704\ud55c \ub610 \ub2e4\ub978 \ud575\uc2ec \uc694\uc18c\ub294 \uc7ac\uc2dc\ub3c4(Retry) \ub85c\uc9c1\uacfc \ud68c\ub85c \ucc28\ub2e8\uae30(Circuit Breaker) \ud328\ud134\uc785\ub2c8\ub2e4. \uc7ac\uc2dc\ub3c4 \ub85c\uc9c1\uc740 \ub124\ud2b8\uc6cc\ud06c \uc7a5\uc560\ub098 \uc77c\uc2dc\uc801 \uc624\ub958\uc5d0 \ub300\ud574 \ub3d9\uc77c \uc791\uc5c5\uc744 \uc7ac\uc2dc\ub3c4\ud558\uc5ec \uc548\uc815\uc131\uc744 \ud655\ubcf4\ud558\ub294 \ubc29\ubc95\uc778\ub370, \uc77c\uc815 \ud69f\uc218 \uc774\uc0c1\uc758 \uc7ac\uc2dc\ub3c4\ub85c\ub3c4 \ud574\uacb0\ub418\uc9c0 \uc54a\uc744 \uacbd\uc6b0 \ud68c\ub85c \ucc28\ub2e8\uae30\ub97c \ud65c\uc131\ud654\ud558\uc5ec \ucd94\uac00\uc801\uc778 \uc7a5\uc560 \ud655\uc0b0\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4. Netflix\uc758 Hystrix \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \ud68c\ub85c \ucc28\ub2e8\uae30 \ud328\ud134\uc758 \ub300\ud45c\uc801\uc778 \uc608\ub85c \uaf3d\ud788\uba70, \ud604\uc7ac\ub294 Resilience4j\uc640 \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud1b5\ud574 \ubcf4\ub2e4 \uc720\uc5f0\ud558\uac8c \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \uc7a5\uc560 \ubcf5\uad6c\ub294 \ub2e8\uc21c\ud788 \ud55c \uc11c\ube44\uc2a4 \ub0b4\uc5d0\uc11c\ub9cc \uad6c\ud604\ub418\ub294 \uac83\uc774 \uc544\ub2c8\ub77c, \uc11c\ube44\uc2a4 \uac04\uc758 \uc5f0\uacc4\uc131\uc5d0\uc11c\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc7a5\uc560 \uc0c1\ud669\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\ub354\ub77c\ub3c4, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc5f0\uad00\uc131\uc73c\ub85c \uc778\ud574 \ud55c \uc11c\ube44\uc2a4\uc758 \uc7a5\uc560\uac00 \ub2e4\ub978 \uc11c\ube44\uc2a4\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uacbd\uc6b0, \uc11c\ube44\uc2a4 \uac04\uc758 \uc758\uc874\uc131\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \ub3c5\ub9bd\uc801\uc778 \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4\ub97c \ub9c8\ub828\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uba54\uc2dc\uc9c0 \ud050, \uc774\ubca4\ud2b8 \ubc84\uc2a4, \ube44\ub3d9\uae30 \ud1b5\uc2e0 \ub4f1 \ub2e4\uc591\ud55c \uae30\ubc95\uc774 \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\uad6c\uccb4\uc801\uc778 \uad6c\ud604 \uc804\ub7b5\uc73c\ub85c\ub294, \uc7a5\uc560 \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\ud654\ud558\ub294 \uc2a4\ud06c\ub9bd\ud2b8\ub098 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798\ub294 Python\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uac04\ub2e8\ud55c \uc7ac\uc2dc\ub3c4 \ub85c\uc9c1 \uc608\uc81c\uc785\ub2c8\ub2e4:<\/p>\n<pre>\n      <code>\nimport time\nimport random\n\ndef unstable_service():\n    if random.random() &lt; 0.3:\n        return &quot;Success&quot;\n    else:\n        raise Exception(&quot;Temporary failure&quot;)\n\ndef retry_operation(max_retries=5, delay=1):\n    for attempt in range(1, max_retries+1):\n        try:\n            result = unstable_service()\n            return result\n        except Exception as e:\n            print(f&quot;Attempt {attempt}: {str(e)}&quot;)\n            time.sleep(delay)\n    raise Exception(&quot;Max retries exceeded&quot;)\n\nif __name__ == &#039;__main__&#039;:\n    try:\n        outcome = retry_operation()\n        print(f&quot;Operation succeeded: {outcome}&quot;)\n    except Exception as e:\n        print(f&quot;Operation failed: {str(e)}&quot;)\n      <\/code>\n    <\/pre>\n<p>\uc704 \ucf54\ub4dc\ub294 \ubd88\uc548\uc815\ud55c \uc11c\ube44\uc2a4\ub97c \ud638\ucd9c\ud560 \ub54c 5\ud68c\uae4c\uc9c0 \uc7ac\uc2dc\ub3c4\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \uc608\uc81c\ub85c, \ud2b9\uc815 \ud69f\uc218 \uc774\uc0c1\uc758 \uc2e4\ud328 \uc2dc \uc608\uc678\ub97c \ubc1c\uc0dd\uc2dc\ud0a4\uba70, \uc774\ub97c \ud1b5\ud574 \uc7a5\uc560 \uc0c1\ud669\uc5d0\uc11c\uc758 \ub300\uc751 \ub85c\uc9c1\uc744 \uac04\ub2e8\ud788 \uad6c\ud604\ud560 \uc218 \uc788\uc74c\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc5d0\ub294 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc54c\ub9bc \uc2dc\uc2a4\ud15c\uc758 \uad6c\ucd95\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc989\uac01\uc801\uc778 \uc54c\ub9bc \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud574 \uc6b4\uc601\uc790\uac00 \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uac83\uc740, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uac00\ub3d9 \uc2dc\uac04\uc744 \ub192\uc774\ub294 \ub370 \uacb0\uc815\uc801\uc778 \uc694\uc18c\uc785\ub2c8\ub2e4. Slack, PagerDuty, Microsoft Teams \ub4f1\uc758 \ub3c4\uad6c\uc640 \uc5f0\uacc4\ud558\uc5ec \uc774\ubca4\ud2b8 \uae30\ubc18 \uc54c\ub9bc\uc744 \uc124\uc815\ud558\uba74, \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud55c \uc989\uc2dc \ub300\uc751\ud560 \uc218 \uc788\ub294 \uccb4\uacc4\ub97c \ub9c8\ub828\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc7a5\uc560 \ubcf5\uad6c \uc804\ub7b5\uc758 \ub610 \ub2e4\ub978 \uc911\uc694\ud55c \ubd80\ubd84\uc740 \ub370\uc774\ud130 \ubc31\uc5c5\uacfc \ubcf5\uc6d0 \uc804\ub7b5\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uc190\uc2e4\uc740 \uc2dc\uc2a4\ud15c \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud588\uc744 \ub54c \ud754\ud788 \uacaa\uac8c \ub418\ub294 \ubb38\uc81c \uc911 \ud558\ub098\uc778\ub370, \uc815\uae30\uc801\uc778 \ub370\uc774\ud130 \ubc31\uc5c5\uacfc \uc2e0\uc18d\ud55c \ubcf5\uc6d0 \uc808\ucc28\ub97c \ub9c8\ub828\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uae30\uc5c5\uc5d0\uc11c\ub294 AWS S3, Google Cloud Storage\uc640 \uac19\uc740 \ud074\ub77c\uc6b0\ub4dc \uc800\uc7a5\uc18c\ub97c \ud65c\uc6a9\ud558\uc5ec \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ubc31\uc5c5\uc744 \uc218\ud589\ud558\uace0, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ubcf5\uad6c \uc2dc\uac04\uc744 \ucd5c\uc18c\ud654\ud55c \uc0ac\ub840\ub4e4\uc774 \ub2e4\uc218 \ubcf4\uace0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc11c\ube44\uc2a4 \ub2e8\uc704\ub85c\uc758 \uc7a5\uc560 \ubcf5\uad6c \uc678\uc5d0\ub3c4, \ud074\ub7ec\uc2a4\ud130 \ub2e8\uc704\uc758 \uad00\ub9ac\uc640 \uc7a5\uc560 \uaca9\ub9ac\ub97c \ud1b5\ud574 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \uac83\ub3c4 \uc911\uc694\ud569\ub2c8\ub2e4. \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\uc778 Kubernetes\ub294 \ud5ec\uc2a4 \uccb4\ud06c, \uc790\ub3d9 \uc7ac\uc2dc\uc791, \ub864\ub9c1 \uc5c5\ub370\uc774\ud2b8 \ub4f1 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc744 \uae30\ubcf8 \uc81c\uacf5\ud558\uc5ec, \ub300\uaddc\ubaa8 MSA \ud658\uacbd\uc5d0\uc11c \uc7a5\uc560 \ubcf5\uad6c \uc804\ub7b5\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc801\uc6a9\ud560 \uc218 \uc788\uac8c \ub3d5\uc2b5\ub2c8\ub2e4. Kubernetes\uc758 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uad00\ub9ac \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uba74 \ub9e4 \ub2e8\uc704\uc758 \uc11c\ube44\uc2a4 \uc7a5\uc560\uc5d0 \ub300\ud574 \ube60\ub978 \uae30\uc874 \uc778\uc2a4\ud134\uc2a4 \uad50\uccb4\uac00 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ud14c\uc2a4\ud2b8\ud558\uace0 \uac1c\uc120\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. Chaos Engineering\uacfc \uac19\uc740 \uc811\uadfc\ubc95\uc744 \ud1b5\ud574 \uc758\ub3c4\uc801\uc73c\ub85c \uc7a5\uc560 \uc2dc\ub098\ub9ac\uc624\ub97c \uc0dd\uc131\ud558\uace0, \uc2dc\uc2a4\ud15c\uc774 \uc5bc\ub9c8\ub098 \ud6a8\uacfc\uc801\uc73c\ub85c \ubcf5\uad6c\ub418\ub294\uc9c0\ub97c \uce21\uc815\ud558\ub294 \ubc29\ubc95\ub860\uc774 \ucd5c\uadfc \uac01\uad11\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud14c\uc2a4\ud2b8 \uacb0\uacfc\ub294 \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c\uc758 \ubb38\uc81c\ub97c \ubbf8\ub9ac \uc608\uce21\ud558\uace0 \ud574\uacb0\ucc45\uc744 \ub9c8\ub828\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc885\ud569\ud558\uba74, \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc740 \uc5ec\ub7ec \uc694\uc18c\uc758 \uc870\ud569\uc73c\ub85c \uad6c\uc131\ub418\uba70, \uc774\ub294 \ub2e8\uc21c\ud55c \uc2a4\ud06c\ub9bd\ud2b8\ub098 \uac1c\ubcc4 \uc194\ub8e8\uc158 \uc774\uc0c1\uc758 \uccb4\uacc4\uc801\uc778 \uc811\uadfc\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4. \ubaa8\ub2c8\ud130\ub9c1, \uc790\ub3d9 \ubcf5\uad6c, \uc7ac\uc2dc\ub3c4 \ub85c\uc9c1, \ud68c\ub85c \ucc28\ub2e8\uae30, \ub370\uc774\ud130 \ubc31\uc5c5 \ubc0f \ubcf5\uc6d0, \uc774\ubca4\ud2b8 \uae30\ubc18 \uc54c\ub9bc \ub4f1 \ub2e4\uc591\ud55c \uae30\ubc95\uc774 \uc11c\ub85c \uc720\uae30\uc801\uc73c\ub85c \uacb0\ud569\ub418\uc5b4\uc57c\ub9cc, MSA \ud658\uacbd\uc5d0\uc11c\uc758 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc744 \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub97c \uc815\ub9ac\ud558\uba74, \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc758 \ud575\uc2ec \uc694\uc18c\ub294 \uc544\ub798\uc640 \uac19\uc774 \ub098\uc5f4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uc2e4\uc2dc\uac04 \uc7a5\uc560 \uac80\ucd9c \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/li>\n<li>\uc790\ub3d9\ud654\ub41c \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4<\/li>\n<li>\uc7ac\uc2dc\ub3c4 \ub85c\uc9c1\uacfc \ud68c\ub85c \ucc28\ub2e8\uae30 \ud328\ud134<\/li>\n<li>\ub370\uc774\ud130 \ubc31\uc5c5 \ubc0f \ubcf5\uc6d0 \uc804\ub7b5<\/li>\n<li>\uc774\ubca4\ud2b8 \uae30\ubc18 \uc54c\ub9bc \uc2dc\uc2a4\ud15c<\/li>\n<li>\ud074\ub7ec\uc2a4\ud130 \ub2e8\uc704 \uc7a5\uc560 \uaca9\ub9ac<\/li>\n<li>Chaos Engineering\uc744 \ud1b5\ud55c \uc9c0\uc18d\uc801 \ud14c\uc2a4\ud2b8<\/li>\n<li>\uc11c\ube44\uc2a4 \ub514\uc2a4\ucee4\ubc84\ub9ac \ubc0f \ub3d9\uc801 \uc778\uc2a4\ud134\uc2a4 \uad00\ub9ac<\/li>\n<li>DevOps\uc640 CI\/CD \ud30c\uc774\ud504\ub77c\uc778 \ub0b4 \uc790\ub3d9\ud654 \ub3c4\uad6c \ud65c\uc6a9<\/li>\n<li>\uc815\uae30\uc801\uc778 \uc7a5\uc560 \uc2dc\ubbac\ub808\uc774\uc158 \ubc0f \uc815\ucc45 \uac80\ud1a0<\/li>\n<\/ul>\n<p>\uc774\ucc98\ub7fc \ub2e4\uc591\ud55c \uc694\uc18c\uc640 \uc804\ub7b5\ub4e4\uc774 \ud1b5\ud569\ub418\uc5b4\uc57c\ub9cc, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc\uc5d0\ub3c4 \uc2e0\uc18d\ud558\uace0 \ud6a8\uacfc\uc801\uc778 \ubcf5\uad6c\uac00 \uac00\ub2a5\ud574\uc9c0\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcf5\ud569\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc740 \ub2e8\uc21c\ud55c \uc7a5\uc560 \ub300\uc751\uc744 \ub118\uc5b4, \uc2dc\uc2a4\ud15c\uc758 \uc804\ubc18\uc801\uc778 \uc2e0\ub8b0\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \ud575\uc2ec \uc694\uc18c\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc55e\uc73c\ub85c\uc758 \uc139\uc158\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc744 \uc2e4\uc81c \uc0ac\ub840\uc640 \ub370\uc774\ud130 \ud1b5\uacc4\ub97c \ud1b5\ud574 \uc5b4\ub5bb\uac8c \ud6a8\uc728\uc801\uc73c\ub85c \uad6c\uc131\ud558\uace0 \uc6b4\uc601\ud560 \uc218 \uc788\ub294\uc9c0 \ubcf4\ub2e4 \uc2ec\ub3c4 \uc788\uac8c \ubd84\uc11d\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc885\ud569\uc801\uc73c\ub85c, \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc740 MSA \uc124\uacc4\uc5d0\uc11c \ud544\uc218 \ubd88\uac00\uacb0\ud55c \uc694\uc18c\uc774\uc790, \uc2e4\uc81c \ud658\uacbd\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \uc608\uae30\uce58 \ubabb\ud55c \uc7a5\uc560\uc5d0 \ub300\ube44\ud558\ub294 \uac00\uc7a5 \uac15\ub825\ud55c \ubc29\ud328 \uc5ed\ud560\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \uac01 \uc870\uc9c1\uc740 \uc774 \ubcf5\uad6c \uccb4\uacc4\ub97c \uccb4\uacc4\uc801\uc73c\ub85c \uad6c\ucd95\ud558\uace0, \uc9c0\uc18d\uc801\uc73c\ub85c \ud14c\uc2a4\ud2b8 \ubc0f \uc5c5\ub370\uc774\ud2b8\ud558\uc5ec \uc2dc\uc2a4\ud15c\uc758 \uac00\uc6a9\uc131\uacfc \uc2e0\ub8b0\uc131\uc744 \uadf9\ub300\ud654\ud574\uc57c \ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc0c1\uc758 \ub0b4\uc6a9\uc744 \ubc14\ud0d5\uc73c\ub85c, \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \uad6c\ucd95\uc740 \ub2e8\uc21c\ud55c \uae30\uc220\uc801 \uc774\uc288\ub97c \ub118\uc5b4 \uc804\ub7b5\uc801 \ube44\uc988\ub2c8\uc2a4 \uc5f0\uc18d\uc131\uc744 \uc704\ud55c \ud575\uc2ec \uc694\uc18c\ub85c \uc790\ub9ac\uc7a1\uace0 \uc788\uc74c\uc744 \uc54c \uc218 \uc788\uc73c\uba70, \uc774\ub97c \uc131\uacf5\uc801\uc73c\ub85c \uad6c\ud604\ud55c \uc870\uc9c1\uc740 \ubcf4\ub2e4 \uc720\uc5f0\ud558\uace0 \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc744 \uc2e4\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>    <br \/>\n    <br \/>\n    <\/p>\n<h2 id=\"3-%ec%82%ac%eb%a1%80-%ec%97%b0%ea%b5%ac-%ec%9e%a5%ec%95%a0-%eb%b3%b5%ea%b5%ac-%eb%a9%94%ec%bb%a4%eb%8b%88%ec%a6%98-%ec%a0%81%ec%9a%a9%ec%9d%98-%ec%8b%a4%ec%a0%9c-%ed%9a%a8%ea%b3%bc-TebPHxnGdd\">3. \uc0ac\ub840 \uc5f0\uad6c: \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \uc801\uc6a9\uc758 \uc2e4\uc81c \ud6a8\uacfc<\/h2>\n<p>\ubcf8 \uc139\uc158\uc5d0\uc11c\ub294 \uad6d\ub0b4\uc678 \ub2e4\uc591\ud55c \uc0ac\ub840 \uc5f0\uad6c\ub97c \ubc14\ud0d5\uc73c\ub85c, \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc774 \uc2e4\uc81c \ud658\uacbd\uc5d0\uc11c \uc5b4\ub5bb\uac8c \uc131\uacfc\ub97c \ubc1c\ud718\ud558\ub294\uc9c0\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \ubd84\uc11d\ud569\ub2c8\ub2e4. \uc2e4\uc81c \uae30\uc5c5\ub4e4\uc774 MSA \uc124\uacc4\uc640 \uc7a5\uc560 \ubcf5\uad6c \uc804\ub7b5\uc744 \ub3c4\uc785\ud558\uace0 \uc6b4\uc601\ud55c \uacb0\uacfc, \uc11c\ube44\uc2a4 \uc548\uc815\uc131\uacfc \uc6b4\uc601 \ud6a8\uc728\uc131\uc774 \uc5b4\ub5bb\uac8c \ud5a5\uc0c1\ub418\uc5c8\ub294\uc9c0\ub97c \ub2e4\uc591\ud55c \ud1b5\uacc4\uc640 \uc2e4\ubb34 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uccab \ubc88\uc9f8 \uc0ac\ub840\ub85c, \uae00\ub85c\ubc8c \uc2a4\ud2b8\ub9ac\ubc0d \uae30\uc5c5 Netflix\ub294 MSA\ub97c \ub3c4\uc785\ud55c \ub300\ud45c\uc801\uc778 \uae30\uc5c5 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. Netflix\ub294 \uc804 \uc138\uacc4 \uc218\uc5b5 \uba85\uc758 \uc0ac\uc6a9\uc790\ub97c \ub300\uc0c1\uc73c\ub85c \ub2e4\uc591\ud55c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\uae30 \ub54c\ubb38\uc5d0, \uc2dc\uc2a4\ud15c \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud558\uba74 \uce58\uba85\uc801\uc778 \uacb0\uacfc\ub97c \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 Netflix\ub294 \uace0\ub3c4\uc758 \uc790\ub3d9\ud654\ub41c \uc7a5\uc560 \uac10\uc9c0 \ubc0f \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc744 \uad6c\ucd95\ud558\uc5ec, \uc11c\ube44\uc2a4 \uc911\ub2e8 \uc5c6\uc774 \uc7a5\uc560\ub97c \uadf9\ubcf5\ud558\ub294 \uc804\ub7b5\uc744 \ucc44\ud0dd\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Netflix\uc758 \uacbd\uc6b0, \uc790\uccb4\uc801\uc73c\ub85c \uac1c\ubc1c\ud55c Chaos Monkey\uc640 \uac19\uc740 \ub3c4\uad6c\ub97c \ud1b5\ud574 \uc2dc\uc2a4\ud15c \ub0b4 \uc77c\ubd80 \uc778\uc2a4\ud134\uc2a4\uc5d0 \uc758\ub3c4\uc801\uc73c\ub85c \uc7a5\uc560\ub97c \uc720\ubc1c\ud558\uace0, \uadf8\uc5d0 \ub530\ub978 \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4\ub97c \uac80\uc99d\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \uc7a5\uc560\uac00 \uc2e4\uc81c \ubc1c\uc0dd\ud558\uae30 \uc804\uc5d0 \ubbf8\ub9ac \ud0d0\uc9c0\ud558\uace0 \ub300\ube44\ud560 \uc218 \uc788\ub294 \uccb4\uacc4\ub97c \ub9c8\ub828\ud558\ub294 \ub370 \ud070 \uc5ed\ud560\uc744 \ud558\uc600\uc2b5\ub2c8\ub2e4. Netflix\ub294 \uc774\ub97c \ud1b5\ud574 \ud3c9\uade0 \uc7a5\uc560 \ubcf5\uad6c \uc2dc\uac04\uc744 \uae30\uc874 \ub300\ube44 70% \uc774\uc0c1 \ub2e8\ucd95\uc2dc\ud0a4\ub294 \ud6a8\uacfc\ub97c \uc5bb\uc5c8\ub2e4\uace0 \ubcf4\uace0\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610 \ub2e4\ub978 \ub300\ud45c\uc801\uc778 \uc0ac\ub840\ub294 \uae08\uc735\uad8c\uc758 IT \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud55c \uad6d\ub0b4 \ub300\ud615 \uae08\uc735 \uae30\uad00\uc740 MSA\ub97c \ub3c4\uc785\ud55c \ud6c4, \uae30\uc874 \ubaa8\ub180\ub9ac\uc2dd \uad6c\uc131\uc5d0\uc11c \ubc1c\uc0dd\ud588\ub358 \uc7a5\uc560 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc744 \ub3c4\uc785\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uad00\uc740 \uc11c\ube44\uc2a4\ubcc4\ub85c \ub3c5\ub9bd\uc801\uc778 \uc7a5\uc560 \uac10\uc9c0 \ubc0f \ubcf5\uad6c \uccb4\uacc4\ub97c \ub9c8\ub828\ud558\uc5ec, \uc804\uccb4 \uc2dc\uc2a4\ud15c \uc911\ub2e8 \uc5c6\uc774 \uac01 \uc11c\ube44\uc2a4 \ubcc4\ub85c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \uc804\ub7b5\uc744 \uad6c\uc0ac\ud558\uc600\uc2b5\ub2c8\ub2e4. \uadf8 \uacb0\uacfc, \uc804\uccb4 \uc6b4\uc601 \uac00\ub3d9\ub960\uc774 99.98% \uc774\uc0c1\uc73c\ub85c \ud5a5\uc0c1\ub418\uc5c8\uc73c\uba70, \uace0\uac1d \ubd88\ub9cc \uac74\uc218 \ub610\ud55c \ud06c\uac8c \uac10\uc18c\ud55c \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uae08\uc735\uad8c \uc0ac\ub840\uc5d0\uc11c\ub294 \ud2b9\ud788 \ub370\uc774\ud130 \ubcf4\uc548\uacfc \uc5f0\uc18d\uc131\uc774 \ud575\uc2ec \uc0ac\ud56d\uc73c\ub85c \ub2e4\ub8e8\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud55c \ub370\uc774\ud130 \ubc31\uc5c5 \ubc0f \ubcf5\uc6d0, \uadf8\ub9ac\uace0 \uc11c\ube44\uc2a4 \uac04 \uc5f0\uacc4\uc131\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud55c \uace0\ub3c4\ud654\ub41c \uc7ac\uc2dc\ub3c4 \ub85c\uc9c1 \ub4f1\uc774 \ub3c4\uc785\ub418\uc5c8\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ud2b8\ub79c\uc7ad\uc158 \ucc98\ub9ac \uc9c0\uc5f0 \ubc0f \ub370\uc774\ud130 \uc190\uc2e4 \uc704\ud5d8\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc904\uc77c \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc7a5\uc560 \ubc1c\uc0dd \ud6c4 \uc989\uac01\uc801\uc778 \uc54c\ub9bc \uc2dc\uc2a4\ud15c\uacfc \ud1b5\uacc4 \ubd84\uc11d\uc744 \ud1b5\ud574, \ubb38\uc81c\uc758 \uc6d0\uc778\uc744 \uc2e0\uc18d\ud558\uac8c \ud30c\uc545\ud558\uace0 \ub300\uc751\ud558\ub294 \ud504\ub85c\uc138\uc2a4\uac00 \ub9c8\ub828\ub418\uc5b4 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610 \ub2e4\ub978 \uc0ac\ub840 \uc5f0\uad6c\ub85c, \uad6d\ub0b4\uc758 \ub300\ud615 \uc804\uc790\uc0c1\uac70\ub798 \ud50c\ub7ab\ud3fc \uc5ed\uc2dc MSA\uc640 \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc744 \ud1b5\ud574 \uc11c\ube44\uc2a4 \uc548\uc815\uc131\uc744 \ud06c\uac8c \uac1c\uc120\ud55c \uc0ac\ub840\ub85c \uaf3d\ud799\ub2c8\ub2e4. \uc774 \uc804\uc790\uc0c1\uac70\ub798 \uae30\uc5c5\uc740 \uc8fc\ubb38, \uacb0\uc81c, \ubb3c\ub958, \uace0\uac1d \uc11c\ube44\uc2a4 \ub4f1 \uac01 \uae30\ub2a5\ubcc4\ub85c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub97c \uad6c\ucd95\ud558\uace0, \uc11c\ube44\uc2a4 \uac04 \uc778\ud130\ud398\uc774\uc2a4\uc5d0 \ub300\ud574 \uc5c4\uaca9\ud55c API \uac8c\uc774\ud2b8\uc6e8\uc774\ub97c \uc801\uc6a9\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc7a5\uc560 \ubc1c\uc0dd \uc2dc, \ub3c5\ub9bd\uc801\uc778 \uc11c\ube44\uc2a4 \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4\uac00 \uc790\ub3d9\uc73c\ub85c \uc791\ub3d9\ud558\uba70, \ud2b9\ud788 \uacb0\uc81c \ucc98\ub9ac \uc640 \uac19\uc774 \ubbfc\uac10\ud55c \uae30\ub2a5\uc740 \ubcc4\ub3c4\uc758 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ubc31\uc5c5 \uc808\ucc28\ub97c \ub9c8\ub828\ud558\uc5ec, \ub2e8\uc21c \uc7a5\uc560\uac00 \uc804\uccb4 \uac70\ub798 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ud655\uc0b0\ub418\uc9c0 \uc54a\ub3c4\ub85d \uc124\uacc4\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uc804\uc790\uc0c1\uac70\ub798 \uae30\uc5c5\uc740 \uc7a5\uc560 \ubcf5\uad6c \ubaa8\ub4c8\uc5d0 \ub300\ud574 \ub2e4\uc74c\uacfc \uac19\uc740 \uc138\ubd80 \uc804\ub7b5\uc744 \ub3c4\uc785\ud558\uc600\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uc2e4\uc2dc\uac04 \ub85c\uadf8 \ubd84\uc11d \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c \uad6c\ucd95<\/li>\n<li>\uc11c\ube44\uc2a4 \ub2e8\uc704\uc758 \uc790\ub3d9 \uc7ac\uc2dc\uc791 \ubc0f \ub864\ubc31 \uae30\ub2a5<\/li>\n<li>\uc5b4\ud50c\ub9ac\ucf00\uc774\uc158 \uc0c1\ud0dc \uccb4\ud06c\ub97c \ud1b5\ud55c \ud68c\ub85c \ucc28\ub2e8\uae30 \ud328\ud134 \uc801\uc6a9<\/li>\n<li>\ub370\uc774\ud130 \ub3d9\uae30\ud654 \ubc0f \ubc31\uc5c5 \uc8fc\uae30 \ucd5c\uc801\ud654<\/li>\n<li>\ube44\uc0c1 \uc0c1\ud669 \uc2dc \ub300\uc751 \ud504\ub85c\uc138\uc2a4 \ubc0f \uc778\ub825 \ubc30\uce58 \ub9e4\ub274\uc5bc \ub9c8\ub828<\/li>\n<\/ul>\n<p>\uc774\ub7ec\ud55c \uc804\ub7b5\uc758 \uacb0\uacfc, \uc804\uc790\uc0c1\uac70\ub798 \uae30\uc5c5\uc740 \uac70\ub798 \uc2e4\ud328\uc728\uc774 0.01% \uc774\ud558\ub85c \uc720\uc9c0\ub418\uba70, \uace0\uac1d \uc774\ud0c8\ub960 \uc5ed\uc2dc \ub208\uc5d0 \ub744\uac8c \uac10\uc18c\ud558\uc600\uc74c\uc744 \ubcf4\uace0\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \ub3c4\uc785 \ud6c4 \uc5f0\uac04 \ub9e4\ucd9c \uc99d\ub300 \ud6a8\uacfc\uc640 \ub354\ubd88\uc5b4, \uace0\uac1d \uc2e0\ub8b0\ub3c4\uac00 \ud06c\uac8c \ud5a5\uc0c1\ub418\uc5c8\ub358 \uc0ac\ub840\ub294 \ud5a5\ud6c4 \ub9ce\uc740 \uae30\uc5c5\uc758 \ubca4\uce58\ub9c8\ud0b9 \ub300\uc0c1\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2e4\uc81c \ud1b5\uacc4 \uc790\ub8cc\uc5d0 \ub530\ub974\uba74, \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uad6c\ucd95\ud55c \uc870\uc9c1\uc740 \uadf8\ub807\uc9c0 \uc54a\uc740 \uc870\uc9c1\uc5d0 \ube44\ud574 \ud3c9\uade0 50% \uc774\uc0c1\uc758 \ub2e4\uc6b4\ud0c0\uc784 \uac10\uc18c \ud6a8\uacfc\ub97c \uacbd\ud5d8\ud558\uc600\uc73c\uba70, \uc774\ub294 \uace7 \uc6b4\uc601 \ube44\uc6a9\uc758 \uc808\uac10\uacfc \uc9c1\uacb0\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \uc5f0\uad6c \uacb0\uacfc\ub3c4 \ub2e4\uc218 \ubc1c\ud45c\ub418\uc5c8\uc73c\uba70, \ud2b9\ud788 IT \ubd84\uc57c\uc758 \uc8fc\uc694 \ud559\uc220 \uc800\ub110\uacfc \ucee8\ud37c\ub7f0\uc2a4\uc5d0\uc11c MSA \uae30\ubc18 \uc7a5\uc560 \ubcf5\uad6c \uc804\ub7b5\uc5d0 \uad00\ud55c \ubc1c\ud45c\uac00 \uafb8\uc900\ud788 \uc774\ub8e8\uc5b4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \uc7a5\uc560 \ubcf5\uad6c \uacfc\uc815 \uc911\uc5d0 \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8\uc640 \uc9c0\uc18d\uc801 \ud53c\ub4dc\ubc31 \uc2dc\uc2a4\ud15c\uc774 \uc6b4\uc601\ub418\uba74, \uc7a5\uc560 \uc6d0\uc778 \ubd84\uc11d\uacfc \ub300\uc751 \uc2dc\uac04\uc744 \uadf9\uc801\uc73c\ub85c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. Chaos Engineering\uc744 \ud1b5\ud574 \ubc1c\uc0dd\uc2dc\ud0a8 \uc7a5\uc560 \uc0ac\ub840\ub97c \ubd84\uc11d\ud558\uace0, \uc774\ub97c \uadfc\uac70\ub85c \ubcf5\uad6c \uc804\ub7b5\uc744 \uac1c\uc120\ud558\ub294 \uacfc\uc815\uc740 \uc624\ub298\ub0a0 \ub9ce\uc740 \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc5d0\uc11c \uc801\uadf9\uc801\uc73c\ub85c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uc790\ub3d9\ud654 \ub3c4\uad6c\ub97c \uacb0\ud569\ud55c \uc774\ub7ec\ud55c \uc804\ub7b5\uc740, \uc7a5\uc560 \ud6c4 \uc2e0\uc18d\ud55c \ubcf5\uad6c\ubfd0 \uc544\ub2c8\ub77c \uc7a5\uae30\uc801\uc73c\ub85c \uc2dc\uc2a4\ud15c \uc131\ub2a5\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud558\ub294 \ub370\uc5d0\ub3c4 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2e4\uc81c \uc0ac\ub840\ub97c \ubc14\ud0d5\uc73c\ub85c \ubcf4\uba74, \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \ub3c4\uc785 \ud6c4 \uace0\uac1d \ub9cc\uc871\ub3c4\uc640 \uc11c\ube44\uc2a4 \uc2e0\ub8b0\ub3c4\uac00 \ud604\uc800\ud788 \uc0c1\uc2b9\ud55c \uc0ac\ub840\ub4e4\uc774 \ub2e4\uc218 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud55c IT \ub9ac\uc11c\uce58 \uae30\uad00\uc740 MSA \uae30\ubc18 \uc7a5\uc560 \ubcf5\uad6c \uc804\ub7b5\uc744 \ucc44\ud0dd\ud55c \uae30\uc5c5\uc758 ROI(Return on Investment)\uac00 \ud3c9\uade0 35% \uc774\uc0c1 \uc99d\uac00\ud558\uc600\uc74c\uc744 \ubcf4\uace0\ud558\uc600\uc73c\uba70, \uc774\uc640 \ud568\uaed8 \uc11c\ube44\uc2a4 \uc7a5\uc560\ub85c \uc778\ud55c \uacbd\uc81c\uc801 \uc190\uc2e4 \ub610\ud55c \ud06c\uac8c \uac10\uc18c\ub41c \uc0ac\ub840\ub4e4\uc744 \ubc1c\ud45c\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc758 \uc131\uacf5\uc801\uc778 \ub3c4\uc785\uc740 \uc870\uc9c1 \ub0b4 \ud611\uc5c5 \ubb38\ud654\uc640\ub3c4 \ubc00\uc811\ud55c \uc5f0\uad00\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \ubd80\uc11c\uc640 \ud300 \uac04\uc758 \uae34\ubc00\ud55c \ud611\uc5c5\uc744 \ud1b5\ud574, \uc7a5\uc560 \uc0c1\ud669 \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud558\uace0 \uc720\uae30\uc801\uc73c\ub85c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uc870\uc9c1 \uccb4\uacc4\ub97c \ub9c8\ub828\ud560 \uacbd\uc6b0, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc744 \ud68d\uae30\uc801\uc73c\ub85c \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\ud654\ub294 \ub2e8\uc21c\ud55c \uae30\uc220\uc801 \ub3c4\uad6c \uc774\uc0c1\uc758 \ud6a8\uacfc\ub97c \ubc1c\ud718\ud558\uc5ec, \uc804\uccb4 \uc870\uc9c1\uc758 \uacbd\uc7c1\ub825\uc744 \ub192\uc774\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc885\ud569\uc801\uc73c\ub85c, \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud1b5\ud574 \ud655\uc778\ud560 \uc218 \uc788\ub294 \uac83\uc740, MSA \ud658\uacbd\uc5d0\uc11c \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc774 \ub2e8\uc21c\ud55c \uae30\uc220\uc801 \uae30\ub2a5\uc774 \uc544\ub2c8\ub77c, \ube44\uc988\ub2c8\uc2a4 \uc5f0\uc18d\uc131\uacfc \uace0\uac1d \uc2e0\ub8b0\ub97c \ubcf4\uc7a5\ud558\ub294 \ud575\uc2ec \uc804\ub7b5\uc774\ub77c\ub294 \uc810\uc785\ub2c8\ub2e4. \uae00\ub85c\ubc8c \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ube44\uc2a4, \uae08\uc735 IT \uc2dc\uc2a4\ud15c, \uc804\uc790\uc0c1\uac70\ub798 \ud50c\ub7ab\ud3fc \ub4f1 \ub2e4\uc591\ud55c \ub3c4\uba54\uc778\uc5d0\uc11c \ub3d9\uc77c\ud55c \uc6d0\uce59\uacfc \uc804\ub7b5\uc774 \uc131\uacf5\uc801\uc73c\ub85c \uc801\uc6a9\ub418\uc5c8\uc73c\uba70, \uc774\ub4e4 \uc0ac\ub840\ub294 \uc55e\uc73c\ub85c\ub3c4 MSA \uc124\uacc4\uc640 \uc7a5\uc560 \ubcf5\uad6c \uc804\ub7b5\uc5d0 \ub300\ud55c \uadc0\uc911\ud55c \ucc38\uace0 \uc790\ub8cc\ub85c \ud65c\uc6a9\ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc0c1\uc758 \uc0ac\ub840\ub97c \uc885\ud569\ud558\uba74, \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \uad6c\ucd95\uc740 \ub2e8\uc21c\ud55c \uc7a5\uc560 \ub300\uc751\uc744 \ub118\uc5b4, \uc2dc\uc2a4\ud15c \uc804\ubc18\uc758 \uc548\uc815\uc131\uacfc \ube44\uc988\ub2c8\uc2a4 \uacbd\uc7c1\ub825 \uac15\ud654\uc5d0 \uacb0\uc815\uc801\uc778 \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc74c\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc7a5\uc560 \ubc1c\uc0dd\uc744 \uc0ac\uc804\uc5d0 \uc608\uce21\ud558\uace0, \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uccb4\uacc4\uc801\uc778 \ubcf5\uad6c \uc778\ud504\ub77c\ub97c \ub9c8\ub828\ud558\ub294 \uac83\uc774, \uc624\ub298\ub0a0 \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 IT \ud658\uacbd\uc5d0\uc11c \uae30\uc5c5\ub4e4\uc774 \uc9c0\uc18d\uac00\ub2a5\ud55c \uc131\uc7a5\uc744 \uc774\ub8e8\uae30 \uc704\ud55c \ud544\uc218 \uc804\ub7b5\uc784\uc744 \ub2e4\uc2dc \ud55c \ubc88 \uac15\uc870\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \uc0ac\ub840 \uc5f0\uad6c\ub294 \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc774 \uc2e4\uc81c \ube44\uc988\ub2c8\uc2a4 \uc6b4\uc601\uc5d0 \ubbf8\uce58\ub294 \uae0d\uc815\uc801 \uc601\ud5a5\uc744 \uba85\ud655\ud558\uac8c \ubcf4\uc5ec\uc8fc\uba70, \uc131\uacf5\uc801\uc778 \uc801\uc6a9 \uc0ac\ub840\ub4e4\uc744 \ud1b5\ud574 MSA \uc124\uacc4\uc758 \uc720\uc5f0\uc131\uacfc \uc548\uc815\uc131\uc744 \ud55c\uce35 \ub354 \uac15\ud654\ud560 \uc218 \uc788\ub294 \uadfc\uac70\ub97c \ub9c8\ub828\ud574 \uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>    <br \/>\n    <br \/>\n    <\/p>\n<h2 id=\"4-%ed%96%a5%ed%9b%84-%ec%a0%84%eb%a7%9d%ea%b3%bc-%eb%aa%a8%eb%b2%94-%ec%82%ac%eb%a1%80-%ec%a7%80%ec%86%8d-%ea%b0%80%eb%8a%a5%ed%95%9c-msa-%ec%84%a4%ea%b3%84%eb%a5%bc-%ec%9c%84%ed%95%9c-%eb%a1%9c-TebPHxnGdd\">4. \ud5a5\ud6c4 \uc804\ub9dd\uacfc \ubaa8\ubc94 \uc0ac\ub840: \uc9c0\uc18d \uac00\ub2a5\ud55c MSA \uc124\uacc4\ub97c \uc704\ud55c \ub85c\ub4dc\ub9f5<\/h2>\n<p>\uc55e\uc73c\ub85c\uc758 IT \ud658\uacbd\uc740 \ub354\uc6b1 \ubcf5\uc7a1\ud574\uc9c0\uace0, \ubcc0\ud654\uc758 \uc18d\ub3c4\ub294 \uac00\uc18d\ud654\ub420 \uc804\ub9dd\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud658\uacbd \uc18d\uc5d0\uc11c MSA \uc124\uacc4\uc640 \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \uc5ed\uc2dc \uc9c0\uc18d\uc801\uc778 \ud601\uc2e0\uc774 \uc694\uad6c\ub429\ub2c8\ub2e4. \ubcf8 \uc139\uc158\uc5d0\uc11c\ub294 \uc55e\uc73c\ub85c\uc758 \uae30\uc220 \ub3d9\ud5a5\uacfc \ubaa8\ubc94 \uc0ac\ub840\ub97c \uc911\uc2ec\uc73c\ub85c, \uc9c0\uc18d \uac00\ub2a5\ud55c MSA \uc124\uacc4\ub97c \uc704\ud55c \ub85c\ub4dc\ub9f5\uc744 \uc81c\uc2dc\ud558\uba70, \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc774 \ubbf8\ub798 \ube44\uc988\ub2c8\uc2a4 \uacbd\uc7c1\ub825\uc5d0 \uc5b4\ub5bb\uac8c \uae30\uc5ec\ud560 \uc218 \uc788\ub294\uc9c0\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uae4a\uac8c \ub17c\uc758\ud569\ub2c8\ub2e4.<\/p>\n<p>\uba3c\uc800, \ud5a5\ud6c4 MSA \uc124\uacc4\uc5d0\uc11c\ub294 \uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \uba38\uc2e0\ub7ec\ub2dd(ML)\uc744 \ud65c\uc6a9\ud55c \uc7a5\uc560 \uc608\uce21 \ubc0f \ubcf5\uad6c \uae30\uc220\uc774 \uc8fc\uc694 \ud2b8\ub80c\ub4dc\ub85c \ubd80\uc0c1\ud560 \uc804\ub9dd\uc785\ub2c8\ub2e4. \uae30\uc874\uc758 \ub2e8\uc21c \ubaa8\ub2c8\ud130\ub9c1 \uccb4\uacc4\uc5d0\uc11c \ubc97\uc5b4\ub098, AI \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud574 \ub370\uc774\ud130 \ud750\ub984\uacfc \uc2dc\uc2a4\ud15c \ub85c\uadf8, \uba54\ud2b8\ub9ad\uc2a4\ub97c \uc2e4\uc2dc\uac04 \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uacfc\uac70 \ud328\ud134\uc744 \ud559\uc2b5\ud558\uace0, \uc7a0\uc7ac\uc801\uc778 \uc7a5\uc560\ub97c \uc0ac\uc804\uc5d0 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc740 \uc7a5\uc560 \ubc1c\uc0dd \uc804 \uc0ac\uc804 \uacbd\uace0 \ubc0f \uc790\ub3d9\ud654\ub41c \ubcf5\uad6c \uc870\uce58\ub97c \uac00\ub2a5\ud558\uac8c \ud558\uc5ec, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ud658\uacbd\uc758 \uae09\uaca9\ud55c \ud655\uc0b0\uacfc \ud568\uaed8, \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ubc0f \uc11c\ubc84\ub9ac\uc2a4 \uc544\ud0a4\ud14d\ucc98(Serverless Architecture)\uc758 \ub3c4\uc785\uc774 \uac00\uc18d\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub860\uc801\uc73c\ub85c, \ucee8\ud14c\uc774\ub108 \uae30\ubc18\uc758 \uc11c\ube44\uc2a4\ub294 \uac1c\ubcc4\uc801\uc73c\ub85c \uaca9\ub9ac\ub418\uc5b4 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud558\ub354\ub77c\ub3c4 \ub2e4\ub978 \uc11c\ube44\uc2a4\uc640\uc758 \uac04\uc12d \uc5c6\uc774 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubcf5\uad6c\ub420 \uc218 \uc788\ub294 \uc7a5\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. Kubernetes\uc640 \uac19\uc740 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\ub294 \uc774\ub7ec\ud55c \ud658\uacbd\uc5d0\uc11c \uc790\ub3d9 \ubcf5\uad6c, \ub864\ub9c1 \uc5c5\ub370\uc774\ud2b8, \uc140\ud504 \ud790\ub9c1(Self-Healing) \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uc5ec, \ubcf5\uc7a1\ud55c \uc7a5\uc560 \uc0c1\ud669\uc5d0\uc11c\ub3c4 \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc744 \ubcf4\uc7a5\ud574\uc90d\ub2c8\ub2e4.<\/p>\n<p>\ud5a5\ud6c4 MSA \uc124\uacc4 \ub85c\ub4dc\ub9f5\uc5d0\uc11c\ub294 DevOps \ubc0f SRE(Site Reliability Engineering)\uc758 \uc5ed\ud560\uc774 \ub354\uc6b1 \ubd80\uac01\ub420 \uac83\uc785\ub2c8\ub2e4. DevOps \ubb38\ud654\uac00 \uc804\uc0ac\uc801\uc73c\ub85c \ud655\uc0b0\ub418\uba74\uc11c, \uac1c\ubc1c\ubd80\ud130 \uc6b4\uc601\uae4c\uc9c0\uc758 \uc804\uccb4 \uc0ac\uc774\ud074\uc5d0\uc11c \uc7a5\uc560 \ub300\uc751 \ubc0f \ubcf5\uad6c\uc758 \ud6a8\uc728\uc131\uc774 \uadf9\ub300\ud654\ub420 \uc218 \uc788\ub3c4\ub85d, \uc790\ub3d9\ud654 \ub3c4\uad6c\uc640 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc758 \ud1b5\ud569, \uadf8\ub9ac\uace0 \uc9c0\uc18d\uc801\uc778 \ud53c\ub4dc\ubc31 \ub8e8\ud504\uac00 \uad6c\ucd95\ub420 \uc804\ub9dd\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4 \ubcc4\ub85c \uba85\ud655\ud55c \ubcf5\uad6c \uc815\ucc45\uacfc \ud568\uaed8, \uc815\uae30\uc801\uc778 \uc7a5\uc560 \uc2dc\ubbac\ub808\uc774\uc158 \ubc0f \ub9ac\ud5c8\uc124\uc744 \ud1b5\ud574 \uc2e4\uc804 \ub300\uc751 \ub2a5\ub825\uc744 \uac15\ud654\ud558\ub294 \uac83\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\ud5a5\ud6c4 \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc758 \ubc1c\uc804 \ubc29\ud5a5\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ud575\uc2ec \uc0ac\ud56d\ub4e4\uc744 \ud3ec\ud568\ud574\uc57c \ud569\ub2c8\ub2e4:<\/p>\n<ul>\n<li>AI \ubc0f ML \uae30\ubc18 \uc7a5\uc560 \uc608\uce21 \ubaa8\ub378 \ub3c4\uc785<\/li>\n<li>\uc11c\ubc84\ub9ac\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc640\uc758 \ud1b5\ud569\uc744 \ud1b5\ud55c \uc790\uc6d0 \ucd5c\uc801\ud654<\/li>\n<li>Kubernetes \ub4f1 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud55c \uc140\ud504 \ud790\ub9c1 \uae30\ub2a5 \uac15\ud654<\/li>\n<li>DevOps, SRE \ubb38\ud654 \uc815\ucc29 \ubc0f \uc790\ub3d9\ud654 \ud30c\uc774\ud504\ub77c\uc778 \uad6c\ucd95<\/li>\n<li>\uc9c0\uc18d\uc801\uc778 \ubcf4\uc548 \uac15\ud654\uc640 \ub370\uc774\ud130 \uc77c\uad00\uc131 \ud655\ubcf4<\/li>\n<\/ul>\n<p>\ucd5c\uadfc \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74, AI \uae30\ubc18 \uc7a5\uc560 \uc608\uce21 \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud55c \uae30\uc5c5\uc740 \uae30\uc874\uc758 \uc218\ub3d9\ud615 \ubaa8\ub2c8\ud130\ub9c1 \uccb4\uacc4\ub97c \uc720\uc9c0\ud558\ub294 \uae30\uc5c5\ubcf4\ub2e4 \uc7a5\uc560 \ubcf5\uad6c \uc18d\ub3c4\uc640 \uc815\ud655\ub3c4\uac00 \ud3c9\uade0 40% \uc774\uc0c1 \ud5a5\uc0c1\ub41c \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220 \ub3c4\uc785\uc740, \ub2e8\uc21c\ud788 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc\uc758 \ubcf5\uad6c \uc870\uce58\ub97c \ub118\uc5b4\uc11c, \uc0ac\uc804\uc5d0 \uc7a5\uc560\ub97c \ubc29\uc9c0\ud560 \uc218 \uc788\ub294 \uc608\ubc29 \ucc28\uc6d0\uc758 \uc870\uce58\ub85c\ub3c4 \uc774\uc5b4\uc9c8 \uc218 \uc788\uc5b4, \uc55e\uc73c\ub85c\uc758 MSA \uc124\uacc4\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ubaa8\ubc94 \uc0ac\ub840\ub85c \uaf3d\ud788\ub294 \uc0ac\ub840\ub4e4\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \uc815\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uccab\uc9f8, \uac01 \uc11c\ube44\uc2a4 \ubcc4\ub85c \uba85\ud655\ud55c \uc7a5\uc560 \ub300\uc751 \ud504\ub85c\uc138\uc2a4\ub97c \ub9c8\ub828\ud558\uace0, \uc815\uae30\uc801\uc778 \uc2dc\ubbac\ub808\uc774\uc158\uc744 \ud1b5\ud574 \uc2e4\uc81c \uc0c1\ud669\uc5d0\uc11c\uc758 \ub300\uc751 \ub2a5\ub825\uc744 \uac80\uc99d\ud574\uc57c \ud569\ub2c8\ub2e4. \ub458\uc9f8, \uc11c\ube44\uc2a4 \uac04\uc758 \uc758\uc874\uc131\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub420 \uc218 \uc788\ub294 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uad6c\ucd95\ud568\uc73c\ub85c\uc368, \ud558\ub098\uc758 \uc11c\ube44\uc2a4 \uc7a5\uc560\uac00 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ud655\uc0b0\ub418\uc9c0 \uc54a\ub3c4\ub85d \ubcf4\uc7a5\ud574\uc57c \ud569\ub2c8\ub2e4. \uc14b\uc9f8, \ud074\ub77c\uc6b0\ub4dc \uc81c\uacf5\uc5c5\uccb4\uc758 \uc790\ub3d9\ud654 \ub3c4\uad6c\uc640 AI \uae30\ubc18 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud569\ud558\uc5ec \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc790\ub3d9 \ubcf5\uad6c \ubc0f \uc54c\ub9bc \uae30\ub2a5\uc744 \uac15\ud654\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\ud2b9\ud788, \ucd5c\uc2e0 \uae30\uc220 \ub3d9\ud5a5\uc744 \ubc18\uc601\ud55c DevOps\uc640 SRE \ud300\uc740 \uc815\uae30\uc801\uc778 \uc6cc\ud06c\uc20d\uacfc \uad50\uc721 \ud504\ub85c\uadf8\ub7a8\uc744 \ud1b5\ud574, \uc7a5\uc560 \ub300\uc751 \ud504\ub85c\uc138\uc2a4\uc640 \ubcf5\uad6c \uc815\ucc45\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ud558\uace0, \uac1c\uc120\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5 \ub0b4\ubd80\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \uc804\ub7b5\uc744 \ubb38\uc11c\ud654\ud558\uace0, \uc8fc\uae30\uc801\uc778 \ub9ac\ubdf0\ub97c \ud1b5\ud574 \ucd5c\uc2e0 \uae30\uc220\uacfc \uc0ac\ub840\ub97c \ubc18\uc601\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\uc640 \ud568\uaed8, \uae00\ub85c\ubc8c \uae30\uc220 \ucee8\ud37c\ub7f0\uc2a4 \ubc0f \uc0b0\uc5c5 \ubcf4\uace0\uc11c\ub97c \uc801\uadf9\uc801\uc73c\ub85c \ucc38\uace0\ud558\uc5ec \ucd5c\uc2e0 \ub3d9\ud5a5\uc744 \ud30c\uc545\ud558\uace0, \uc774\ub97c \uc870\uc9c1 \ub0b4 \ud601\uc2e0 \uc804\ub7b5\uc5d0 \ubc18\uc601\ud558\ub294 \uac83\uc774 \ubc14\ub78c\uc9c1\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ud5a5\ud6c4 \ub85c\ub4dc\ub9f5\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc758 \uace0\ub3c4\ud654\uac00 \uc911\uc694\ud55c \ucd95\uc73c\ub85c \uc791\uc6a9\ud560 \uac83\uc785\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uc758 \uc0c1\ud0dc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ud30c\uc545\ud560 \uc218 \uc788\ub294 \ub300\uc2dc\ubcf4\ub4dc\uc640 \uacbd\uace0 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc790\ub3d9\ud654\ub41c \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud558\ub294 \uac83\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774\uc640 \uc5f0\uacc4\ud558\uc5ec, \uc7a5\uc560 \ubc1c\uc0dd \ud6c4 \uc6d0\uc778 \ubd84\uc11d\uc744 \ud1b5\ud55c \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub97c \ub9c8\ub828\ud558\uba74, \uc810\ucc28 \uc7a5\uc560 \ud328\ud134\uc744 \uc0ac\uc804\uc5d0 \uc608\uce21\ud558\uace0 \ub300\uc751\ud560 \uc218 \uc788\ub294 \uccb4\uacc4\ub85c \ubc1c\uc804\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc55e\uc73c\ub85c\uc758 \uc804\ub9dd\uc740 \uae30\uc220 \ubc1c\uc804\uacfc \ud568\uaed8 \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \uad6c\ucd95\uc774 \ub354\uc6b1 \uc815\uad50\ud574\uc9c8 \uac83\uc784\uc744 \uc608\uace0\ud558\uba70, \uc131\uacf5\uc801\uc778 MSA \uc124\uacc4\ub97c \uc704\ud55c \ud575\uc2ec \uc804\ub7b5\uc73c\ub85c \uc790\ub9ac\ub9e4\uae40\ud560 \uac83\uc785\ub2c8\ub2e4. \uc624\ub298\ub0a0 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ud658\uacbd\uacfc AI \uae30\uc220\uc758 \ubc1c\uc804\uc740, \uc2dc\uc2a4\ud15c \ubcf5\uad6c\uc758 \uc790\ub3d9\ud654 \uc218\uc900\uc744 \ud55c\uce35 \ub354 \ub192\uc5ec\uc904 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uae30\uc5c5 \uac04\uc758 \uae30\uc220 \uacbd\uc7c1\ub825\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\ub294 \uae30\ubc18\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc774\ub7ec\ud55c \uc804\ub9dd\uc744 \ubc14\ud0d5\uc73c\ub85c \ud5a5\ud6c4 MSA \uc124\uacc4 \ubc0f \uc7a5\uc560 \ubcf5\uad6c \uc804\ub7b5\uc744 \uc131\uacf5\uc801\uc73c\ub85c \uad6c\ud604\ud55c \uba87\uba87 \uae30\uc5c5\ub4e4\uc758 \uc0ac\ub840\ub97c \uc18c\uac1c\ud558\uba74, \uc608\ub97c \ub4e4\uc5b4, \ud55c \uae00\ub85c\ubc8c \uc804\uc790\uc0c1\uac70\ub798 \uae30\uc5c5\uc740 AI \uae30\ubc18 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uacfc Kubernetes \uae30\ubc18 \uc140\ud504 \ud790\ub9c1 \uae30\ub2a5\uc744 \ub3c4\uc785\ud558\uc5ec, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ud3c9\uade0 \ubcf5\uad6c \uc2dc\uac04\uc744 30% \ub2e8\ucd95\ud558\ub294 \uc131\uacfc\ub97c \ub2ec\uc131\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub610 \ub2e4\ub978 IT \uc11c\ube44\uc2a4 \uae30\uc5c5\uc740 SRE \ud300\uc744 \uc911\uc2ec\uc73c\ub85c DevOps \ubb38\ud654 \uc815\ucc29\uacfc \uc790\ub3d9\ud654 \ub3c4\uad6c \ud1b5\ud569\uc5d0 \uc131\uacf5\ud558\uc5ec, \uc2dc\uc2a4\ud15c \uac00\uc6a9\ub960\uc744 99.99% \uc774\uc0c1\uc73c\ub85c \uc720\uc9c0\ud558\ub294 \ubaa8\ubc94 \uc0ac\ub840\ub97c \ub9cc\ub4e4\uae30\ub3c4 \ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc774, \ud5a5\ud6c4 \uc9c0\uc18d \uac00\ub2a5\ud55c MSA \uc124\uacc4\ub97c \uc704\ud55c \ub85c\ub4dc\ub9f5\uc740 \ub2e8\uc21c\ud788 \uae30\uc220\uc801 \uc694\uc18c\uc758 \ub098\uc5f4\uc5d0 \uba38\ubb34\ub974\uc9c0 \uc54a\uace0, \uc870\uc9c1 \ubb38\ud654, \uc790\ub3d9\ud654 \ud504\ub85c\uc138\uc2a4, \uadf8\ub9ac\uace0 \ucd5c\uc2e0 \uae30\uc220 \ud2b8\ub80c\ub4dc\uc640 \uae4a\uc774 \uc5f0\uacc4\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc774 \uc81c\ub300\ub85c \uc790\ub9ac \uc7a1\uc744 \ub54c, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc740 \ubb3c\ub860, \ube44\uc988\ub2c8\uc2a4 \uc5f0\uc18d\uc131\uacfc \uace0\uac1d \uc2e0\ub8b0\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ud655\ubcf4\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \ud5a5\ud6c4 MSA\uc640 \uc7a5\uc560 \ubcf5\uad6c \uc804\ub7b5\uc740 AI, \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uae30\uc220, DevOps \ubb38\ud654, SRE \uc6d0\uce59 \ub4f1 \ucd5c\uc2e0 \uae30\uc220\uacfc \uad00\ub9ac \uae30\ubc95\ub4e4\uc774 \uc735\ud569\ub418\uc5b4, \uae30\uc874\ubcf4\ub2e4 \ud55c\uce35 \ub354 \uc815\uad50\ud558\uace0 \uc2e0\uc18d\ud55c \ub300\uc751 \uccb4\uacc4\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \ubc29\ud5a5\uc73c\ub85c \ubc1c\uc804\ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc1c\uc804\uc740 \ub2e8\uc21c\ud788 \uc7a5\uc560 \ubc1c\uc0dd \ud6c4\uc758 \ubcf5\uad6c \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc7a5\uc560 \uc790\uccb4\ub97c \uc0ac\uc804\uc5d0 \uc608\ubc29\ud558\uace0, \ub354\uc6b1 \ud601\uc2e0\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ud1a0\ub300\ub97c \ub9c8\ub828\ud574 \uc904 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \uc9c0\uc18d \uac00\ub2a5\ud55c MSA \uc124\uacc4\ub97c \uc704\ud55c \ub85c\ub4dc\ub9f5\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ud575\uc2ec \uc6d0\uce59\uc744 \uc911\uc2ec\uc73c\ub85c \uad6c\ucd95\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4:<\/p>\n<ul>\n<li>AI \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud55c \uc7a5\uc560 \uc608\uce21 \uc2dc\uc2a4\ud15c \ub3c4\uc785<\/li>\n<li>\ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ub3c4\uad6c \ubc0f \uc11c\ubc84\ub9ac\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc640\uc758 \ud1b5\ud569<\/li>\n<li>DevOps \ubc0f SRE \ubb38\ud654\ub97c \ud1b5\ud55c \uc790\ub3d9\ud654 \ud30c\uc774\ud504\ub77c\uc778 \uc6b4\uc601<\/li>\n<li>\uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub97c \ud1b5\ud55c \uc9c0\uc18d\uc801 \uac1c\uc120<\/li>\n<li>\uc815\uae30\uc801\uc778 \uc7a5\uc560 \uc2dc\ubbac\ub808\uc774\uc158 \ubc0f \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4 \ud14c\uc2a4\ud2b8<\/li>\n<\/ul>\n<p>\uc774\uc640 \ub3d9\uc2dc\uc5d0, \uac01 \uae30\uc5c5\uc740 \uc790\uccb4 \uc0c1\ud669\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uc7a5\uc560 \ubcf5\uad6c \uc815\ucc45\uc744 \ub9c8\ub828\ud558\uace0, \uc8fc\uae30\uc801\uc778 \uad50\uc721\uacfc \ub9ac\ubdf0\ub97c \ud1b5\ud574 \ucd5c\uc2e0 \uae30\uc220\uacfc \uc0ac\ub840\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ubc18\uc601\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub178\ub825\uc774 \ubaa8\uc5ec, \uacb0\uad6d \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uac00\uc6a9\uc131\uacfc \uc2e0\ub8b0\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \ub370 \uacb0\uc815\uc801\uc778 \uc5ed\ud560\uc744 \ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc55e\uc73c\ub85c\uc758 IT \uc0b0\uc5c5\uc740 \ub354 \ub9ce\uc740 \uae30\uc220 \ud601\uc2e0\uacfc \ud568\uaed8, \ub2e8\uc77c \uc7a5\uc560\uc5d0 \uad6d\ud55c\ub418\uc9c0 \uc54a\uace0, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \ubcf5\uc6d0\ub825\uc744 \uac15\ud654\ud558\ub294 \ubc29\ud5a5\uc73c\ub85c \ub098\uc544\uac08 \uac83\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c, \ubaa8\ub4e0 \uc870\uc9c1\uc740 \uc774\ubc88 \uae30\ud68c\ub97c \ud1b5\ud574 MSA \uc124\uacc4\uc640 \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc744 \uc7ac\uc810\uac80\ud558\uace0, \ubbf8\ub798 \uc9c0\ud5a5\uc801\uc778 \uc2dc\uc2a4\ud15c \uc804\ub7b5\uc744 \ub9c8\ub828\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc774 \uae00\uc5d0\uc11c \ub2e4\ub8ec \ub0b4\uc6a9\uc744 \uc885\ud569\ud558\uc5ec \uc815\ub9ac\ud558\uc790\uba74, \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998 \uad6c\ucd95\uc744 \ud1b5\ud55c \uc2e0\ub8b0\uc131 \ud5a5\uc0c1\uc740 \ub2e8\uc21c\ud55c \uae30\uc220 \uc5c5\uadf8\ub808\uc774\ub4dc\ub97c \ub118\uc5b4, \uc870\uc9c1 \uc804\uccb4\uc758 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