{"id":55690,"date":"2025-03-11T21:55:54","date_gmt":"2025-03-11T12:55:54","guid":{"rendered":"https:\/\/8gfg.shop\/blog\/development\/fault-isolation-and-recovery-msa-strategies-for-stable-service-operation"},"modified":"2025-03-11T21:55:57","modified_gmt":"2025-03-11T12:55:57","slug":"fault-isolation-and-recovery-msa-strategies-for-stable-service-operation","status":"publish","type":"post","link":"https:\/\/8gfg.shop\/blog\/development\/fault-isolation-and-recovery-msa-strategies-for-stable-service-operation","title":{"rendered":"\uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c: \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc744 \uc704\ud55c MSA \uc804\ub7b5"},"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-%ea%b2%a9%eb%a6%ac%ec%99%80-%eb%b3%b5%ea%b5%ac-%ec%95%88%ec%a0%95%ec%a0%81%ec%9d%b8-%ec%84%9c%eb%b9%84%ec%8a%a4-%ec%9a%b4%ec%98%81%ec%9d%84-%ec%9c%84%ed%95%9c-msa-%ec%a0%84-BeKbkHAjmH\">\uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c: \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc744 \uc704\ud55c MSA \uc804\ub7b5<\/a><\/li>\n<li><a href=\"#%ec%9e%a5%ec%95%a0-%ea%b2%a9%eb%a6%ac%eb%a5%bc-%ec%9c%84%ed%95%9c-msa-%ea%b8%b0%eb%b0%98-%ec%a0%84%eb%9e%b5-BeKbkHAjmH\">\uc7a5\uc560 \uaca9\ub9ac\ub97c \uc704\ud55c MSA \uae30\ubc18 \uc804\ub7b5<\/a><\/li>\n<li><a href=\"#%eb%b3%b5%ea%b5%ac-%ea%b8%b0%eb%b2%95-%eb%b0%8f-%ea%b5%ac%ed%98%84-%eb%b0%a9%ec%95%88-BeKbkHAjmH\">\ubcf5\uad6c \uae30\ubc95 \ubc0f \uad6c\ud604 \ubc29\uc548<\/a><\/li>\n<li><a href=\"#%ec%8b%a4%ec%a0%9c-%ec%82%ac%eb%a1%80-%eb%b0%8f-%eb%aa%a8%eb%b2%94-%ec%82%ac%eb%a1%80-%eb%b6%84%ec%84%9d-BeKbkHAjmH\">\uc2e4\uc81c \uc0ac\ub840 \ubc0f \ubaa8\ubc94 \uc0ac\ub840 \ubd84\uc11d<\/a><\/li>\n<li><a href=\"#%ea%b0%95%eb%a0%a5%ed%95%9c-%ec%9a%94%ec%95%bd-%eb%b0%8f-%ea%b2%b0%eb%a1%a0-BeKbkHAjmH\">\uac15\ub825\ud55c \uc694\uc57d \ubc0f \uacb0\ub860<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>    <title id=\"%ec%9e%a5%ec%95%a0-%ea%b2%a9%eb%a6%ac%ec%99%80-%eb%b3%b5%ea%b5%ac-%ec%95%88%ec%a0%95%ec%a0%81%ec%9d%b8-%ec%84%9c%eb%b9%84%ec%8a%a4-%ec%9a%b4%ec%98%81%ec%9d%84-%ec%9c%84%ed%95%9c-msa-%ec%a0%84-BeKbkHAjmH\">\uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c: \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc744 \uc704\ud55c MSA \uc804\ub7b5<\/title><\/p>\n<h1 id=\"%ec%9e%a5%ec%95%a0-%ea%b2%a9%eb%a6%ac%ec%99%80-%eb%b3%b5%ea%b5%ac-%ec%95%88%ec%a0%95%ec%a0%81%ec%9d%b8-%ec%84%9c%eb%b9%84%ec%8a%a4-%ec%9a%b4%ec%98%81%ec%9d%84-%ec%9c%84%ed%95%9c-msa-%ec%a0%84-BeKbkHAjmH\">\uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c: \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc744 \uc704\ud55c MSA \uc804\ub7b5<\/h1>\n<p><img decoding=\"async\" src=\"https:\/\/8gfg.shop\/blog\/wp-content\/uploads\/2025\/03\/ec9ea5ec95a0-eab2a9eba6acec9980-ebb3b5eab5ac-ec9588eca095eca081ec9db8-ec849cebb984ec8aa4-ec9ab4ec9881ec9d84-ec9c84ed959c-msa-eca084.jpeg\" alt=\"\uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c: \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc744 \uc704\ud55c MSA \uc804\ub7b5\" \/><\/p>\n<p>\ud604\ub300 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc740 \ubcf5\uc7a1\uc131\uacfc \ubd84\uc0b0\ucc98\ub9ac\uc758 \ud2b9\uc131\uc774 \uac15\ud654\ub418\uba74\uc11c \ub2e8\uc77c \ubaa8\ub180\ub9ac\uc2dd(monolithic) \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c \ubc97\uc5b4\ub098 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98(MSA)\ub97c \ucc44\ud0dd\ud558\ub294 \ucd94\uc138\uac00 \ub298\uc5b4\ub098\uace0 \uc788\uc2b5\ub2c8\ub2e4. MSA\ub294 \uac1c\ubcc4 \uc11c\ube44\uc2a4\uc758 \ub3c5\ub9bd\uc131\uacfc \ud655\uc7a5\uc131\uc744 \uadf9\ub300\ud654\ud558\uc5ec \uac1c\ubc1c\uacfc \uc6b4\uc601\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\ub294 \ud55c\ud3b8, \uc7a5\uc560 \uc0c1\ud669\uc5d0\uc11c\ub3c4 \uc2dc\uc2a4\ud15c \uc804\uccb4\uc758 \uc548\uc815\uc131\uacfc \uac00\uc6a9\uc131\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c\uc758 \uac1c\ub150\ubd80\ud130 MSA \uae30\ubc18\uc758 \uc804\ub7b5, \uad6c\uccb4\uc801\uc778 \uc2e4\ud589 \uae30\ubc95, \uadf8\ub9ac\uace0 \uc2e4\uc81c \uc0ac\ub840 \ubc0f \ubaa8\ubc94 \uc0ac\ub840\ub97c \ud1b5\ud574 \ub3c5\uc790\ub4e4\uc5d0\uac8c \uc2ec\ub3c4 \uc788\ub294 \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uadfc IT \uc778\ud504\ub77c \ud658\uacbd\uc5d0\uc11c\ub294 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uae30\uc220\uacfc \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\uac00 \ubc1c\uc804\ud558\uba74\uc11c \uc11c\ube44\uc2a4 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \uc6d0\uc778\uc744 \ubcf4\ub2e4 \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub7ec\ud55c \ubcc0\ud654 \uc18d\uc5d0\uc11c\ub3c4 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud560 \uacbd\uc6b0 \uc2e0\uc18d\ud55c \uaca9\ub9ac\uc640 \ubcf5\uad6c\ub294 \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc758 \ud575\uc2ec \uacfc\uc81c\uac00 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c\uc758 \uc7a5\uc560 \uaca9\ub9ac\ub294 \ub2e8\uc77c \ucef4\ud3ec\ub10c\ud2b8\uc758 \uc624\ub958\uac00 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\uc9c0 \uc54a\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4\uc57c \ud558\uba70, \ubcf5\uad6c \ub610\ud55c \uc790\ub3d9\ud654\ub41c \ud504\ub85c\uc138\uc2a4\ub97c \ud1b5\ud574 \uc11c\ube44\uc2a4\uc758 \uc5f0\uc18d\uc131\uc744 \ubcf4\uc7a5\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc7a5\uc560 \uaca9\ub9ac\ub780 \uc2dc\uc2a4\ud15c \ub0b4 \ud2b9\uc815 \uc11c\ube44\uc2a4\ub098 \uad6c\uc131 \uc694\uc18c\uc5d0\uc11c \ubc1c\uc0dd\ud55c \uc624\ub958\uac00 \ub2e4\ub978 \uc11c\ube44\uc2a4\ub85c \ud655\uc0b0\ub418\ub294 \uac83\uc744 \ubc29\uc9c0\ud558\ub294 \uc77c\ub828\uc758 \uba54\ucee4\ub2c8\uc998\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. MSA\ud658\uacbd\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubc30\ud3ec\ub418\uace0 \uc6b4\uc601\ub418\uae30 \ub54c\ubb38\uc5d0, \ud2b9\uc815 \uc11c\ube44\uc2a4\uc5d0\uc11c \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud574\ub3c4 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc740 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc11c\ube44\uc2a4 \uac04\uc758 \uacbd\uacc4\uc640 \uc624\ub958 \uc804\ud30c \uba54\ucee4\ub2c8\uc998\uc744 \uba85\ud655\ud788 \uc124\uc815\ud558\uace0, \uc7a5\uc560 \ubc1c\uc0dd\uc2dc \uc790\ub3d9\uc73c\ub85c \ud68c\ubcf5\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \ud328\ud134\ub4e4\uc774 \ud544\uc218\uc801\uc73c\ub85c \uc801\uc6a9\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\ubcf5\uad6c\ub294 \uc7a5\uc560 \ubc1c\uc0dd \ud6c4 \uc2dc\uc2a4\ud15c\uc758 \uc815\uc0c1 \uc0c1\ud0dc\ub97c \ubcf5\uc6d0\ud558\ub294 \uc77c\ub828\uc758 \uc808\ucc28\uc640 \uae30\ubc95\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc7a5\uc560 \ubcf5\uad6c\ub294 \ub2e8\uc21c\ud788 \uc2dc\uc2a4\ud15c\uc744 \uc6d0\uc0c1\ud0dc\ub85c \ub3cc\ub9ac\ub294 \uac83\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc7ac\ubc1c \ubc29\uc9c0\ub97c \uc704\ud55c \uc608\ubc29 \uc870\uce58\uc640 \uc548\uc815\uc131 \uac15\ud654\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4. \ud604\ub300\uc758 MSA\ud658\uacbd\uc5d0\uc11c\ub294 \ubcf5\uad6c \uc791\uc5c5\uc774 \uc790\ub3d9\ud654\ub418\uace0 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc640 \uc5f0\uacc4\ub418\uc5b4 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc0c1\ud0dc\ub97c \ud30c\uc545\ud558\uba70, \ud544\uc694 \uc2dc \uc989\uac01\uc801\uc778 \ub300\uc751\uc774 \uac00\ub2a5\ud558\ub3c4\ub85d \uad6c\ucd95\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc740 \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c \uacfc\uc815\uc740 \uc804\uccb4 \uc2dc\uc2a4\ud15c \uc544\ud0a4\ud14d\ucc98 \uc124\uacc4, \uc778\ud504\ub77c \uc790\ub3d9\ud654, \ub85c\uadf8 \ubd84\uc11d \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \ub4f1 \ub2e4\uc591\ud55c \uc694\uc18c\uc640 \uae34\ubc00\ud558\uac8c \uc5f0\uacc4\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd \ubc0f \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc5d0\uc11c\ub294 \uc791\uc740 \uc624\ub958\ub77c\ub3c4 \uc804\uccb4 \ub124\ud2b8\uc6cc\ud06c\uc640 \uc2dc\uc2a4\ud15c\uc5d0 \uc9c0\ub300\ud55c \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc73c\ubbc0\ub85c \uc0ac\uc804 \uc608\ubc29 \ucc28\uc6d0\uc5d0\uc11c \ub2e4\uce35 \ubcf4\uc548 \ubc0f \uc7a5\uc560 \ub300\uc751 \uccb4\uacc4\ub97c \ub9c8\ub828\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc124\uacc4 \uc6d0\uce59\uc740 \uc2dc\uc2a4\ud15c\uc758 \ud655\uc7a5\uc774 \ud544\uc694\ud55c \uc0c1\ud669\uc5d0\uc11c\ub3c4 \ub3d9\uc77c\ud558\uac8c \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \ud575\uc2ec \uac00\uc774\ub4dc\ub77c\uc778 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc11c\ube44\uc2a4 \uc6b4\uc601 \uce21\uba74\uc5d0\uc11c \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c\ub294 \uace0\uac1d \uc2e0\ub8b0\ub3c4\uc640 \uc9c1\uacb0\ub41c \ubb38\uc81c\uc785\ub2c8\ub2e4. \ud55c \ubc88\uc758 \uc7a5\uc560\ub3c4 \ubc18\ubcf5\ub418\uba74 \uad11\uace0\uc640 \ub9c8\ucf00\ud305\uc5d0 \ub9c9\ub300\ud55c \uc601\ud5a5\uc744 \uc904 \ubfd0\ub354\ub7ec, \uc2e4\uc81c \ub9e4\ucd9c\uacfc \uace0\uac1d \ub9cc\uc871\ub3c4\uc5d0 \ubd80\uc815\uc801\uc778 \ud6a8\uacfc\ub97c \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uae30\uc5c5\uc740 \uc7a5\uc560 \ub300\uc751 \uc804\ub7b5\uc5d0 \ub9c9\ub300\ud55c \ud22c\uc790\uc640 \ub178\ub825\uc744 \uae30\uc6b8\uc774\uba70, \ud3c9\uc0c1\uc2dc\uc5d0\ub3c4 \ubaa8\uc758 \ud6c8\ub828\uacfc \uc2dc\ub098\ub9ac\uc624 \uae30\ubc18 \ud14c\uc2a4\ud2b8\ub97c \ud1b5\ud574 \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uaf80\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc220\uc801\uc73c\ub85c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc7ac\uc2dc\uc791\ub418\ub294 \uad6c\uc870, \uc7a5\uc560 \ubc1c\uc0dd\uc2dc \uc790\ub3d9\uc73c\ub85c \uc7a5\uc560\ub97c \uac10\uc9c0\ud558\uace0 \uc7ac\uc2dc\uc791 \ud639\uc740 \ub300\uccb4 \uc778\uc2a4\ud134\uc2a4\ub85c \ud2b8\ub798\ud53d\uc744 \uc804\ud658\ud558\ub294 \ud68c\ub85c \ucc28\ub2e8\uae30(Circuit Breaker) \ud328\ud134, \uadf8\ub9ac\uace0 \uc7a5\uc560 \ubcf5\uad6c\ub97c \uc704\ud55c \uc7ac\uc2dc\ub3c4(Retry) \ubc0f \ubc31\uc624\ud504(Backoff) \uc804\ub7b5 \ub4f1\uc774 \ub300\ud45c\uc801\uc778 \uc0ac\ub840\ub85c \ud65c\uc6a9\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ubc95\ub4e4\uc740 \uc11c\ube44\uc2a4\uac00 \uc7a5\uc560 \uc0c1\ud669\uc5d0\uc11c\ub3c4 \ucd5c\uc18c\ud55c\uc758 \uc911\ub2e8 \uc2dc\uac04\ub9cc\uc744 \ubcf4\uc7a5\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uba70, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \ud68c\ubcf5\ub825\uc744 \ub300\ud3ed \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n<p>\ud1b5\uacc4\uc5d0 \ub530\ub974\uba74, \uc7a5\uc560 \ubc1c\uc0dd \ud6c4 \ud3c9\uade0 \ud68c\ubcf5 \uc2dc\uac04(MTTR, Mean Time to Recovery)\uc740 \ud6a8\uacfc\uc801\uc778 \uc11c\ube44\uc2a4 \uaca9\ub9ac\uc640 \uc790\ub3d9\ud654\ub41c \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4\ub97c \ub3c4\uc785\ud55c \uc2dc\uc2a4\ud15c\uc5d0\uc11c 30% \uc774\uc0c1 \ub2e8\ucd95\ub418\ub294 \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uace7 \ube44\uc988\ub2c8\uc2a4 \uc5f0\uc18d\uc131 \ubc0f \uc11c\ube44\uc2a4 \uc2e0\ub8b0\ub3c4 \ud5a5\uc0c1\uc73c\ub85c \uc774\uc5b4\uc9c0\uba70, \uace0\uac1d \ubd88\ub9cc\uacfc \ube44\uc6a9 \ubd80\ub2f4\uc744 \ud06c\uac8c \uc904\uc774\ub294 \uacb0\uacfc\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uac1c\uc120 \ud6a8\uacfc\ub294 \ub300\ud615 \uc628\ub77c\uc778 \uc11c\ube44\uc2a4 \uc5c5\uccb4\ubfd0 \uc544\ub2c8\ub77c \uae08\uc735, \ud5ec\uc2a4\ucf00\uc5b4 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ub3d9\uc77c\ud558\uac8c \uc801\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub05d\uc73c\ub85c, \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c\ub294 \ub2e8\ubc1c\uc801\uc778 \uc774\ubca4\ud2b8\uac00 \uc544\ub2c8\ub77c \uc9c0\uc18d\uc801\uc778 \uad00\ub9ac\uc640 \uac1c\uc120\uc758 \uacb0\uacfc\ubb3c\uc785\ub2c8\ub2e4. \uc870\uc9c1 \ub0b4\ubd80\uc758 DevOps \ubb38\ud654 \ud655\uc0b0, \uac1c\ubc1c\uc790\uc640 \uc6b4\uc601\ud300 \uac04\uc758 \uc6d0\ud65c\ud55c \ucee4\ubba4\ub2c8\ucf00\uc774\uc158, \uadf8\ub9ac\uace0 \ucd5c\uc2e0 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc790\ub3d9\ud654 \ub3c4\uad6c\uc758 \uc801\uadf9\uc801\uc778 \ud65c\uc6a9 \ub4f1\uc774 \uacb0\ud569\ub418\uc5b4\uc57c\ub9cc \uc2dc\uc2a4\ud15c\uc740 \ubcf4\ub2e4 \ub192\uc740 \uc548\uc815\uc131\uc744 \ud655\ubcf4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc774 \uace0\ub3c4\ud654\ub41c \ub300\uc751 \uc804\ub7b5\uc740 \ub2e8\uc21c\ud788 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ub300\ucc98 \ubc29\uc2dd\uc744 \ub118\uc5b4 \uc0ac\uc804 \uc608\ubc29\uacfc \ube60\ub978 \ubcf5\uad6c\ub97c \uac00\ub2a5\ud558\uac8c \ud558\ub294 \uc911\uc694\ud55c \uc5f4\uc1e0\uc785\ub2c8\ub2e4.<\/p>\n<h2 id=\"%ec%9e%a5%ec%95%a0-%ea%b2%a9%eb%a6%ac%eb%a5%bc-%ec%9c%84%ed%95%9c-msa-%ea%b8%b0%eb%b0%98-%ec%a0%84%eb%9e%b5-BeKbkHAjmH\">\uc7a5\uc560 \uaca9\ub9ac\ub97c \uc704\ud55c MSA \uae30\ubc18 \uc804\ub7b5<\/h2>\n<p>MSA \ud658\uacbd\uc5d0\uc11c \uc7a5\uc560 \uaca9\ub9ac\ub294 \uac01 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc791\ub3d9\ud560 \uc218 \uc788\ub3c4\ub85d \ubd84\ub9ac\ub418\uc5b4 \uc788\uc73c\uba70, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ud574\ub2f9 \uc11c\ube44\uc2a4\uc5d0\ub9cc \uad6d\ud55c\ub418\uc5b4 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\uc9c0 \uc54a\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c\ub294 \uc11c\ube44\uc2a4 \uac04\uc758 \uac15\ud55c \uacb0\ud569\ub3c4\ub97c \ub0ae\ucd94\uace0, \uc778\ud130\ud398\uc774\uc2a4\ub97c \uba85\ud655\ud558\uac8c \uc815\uc758\ud568\uc73c\ub85c\uc368 \uc7a5\uc560 \uc804\ud30c\uc758 \uc704\ud5d8\uc744 \ucd5c\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc11c\ube44\uc2a4 \uba54\uc2dc(Service Mesh)\uc640 \uac19\uc740 \uae30\uc220\uc774 \ucc44\ud0dd\ub418\uba70, \ub124\ud2b8\uc6cc\ud06c \ub808\ubca8\uc5d0\uc11c\uc758 \ud2b8\ub798\ud53d \uad00\ub9ac\uc640 \uc7a5\uc560 \uac10\uc9c0 \uae30\ub2a5\uc774 \uad6c\ud604\ub429\ub2c8\ub2e4. \uc11c\ube44\uc2a4 \uba54\uc2dc\ub97c \ud1b5\ud55c \ub3d9\uc801 \ub77c\uc6b0\ud305\uc740 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc790\ub3d9\uc73c\ub85c \ud2b8\ub798\ud53d\uc744 \ub2e4\ub978 \ub178\ub4dc\ub85c \uc804\ud658\ud558\ub294 \uae30\ub2a5\uc744 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \uc2dc\uc2a4\ud15c \uc804\ubc18\uc758 \uc548\uc815\uc131\uc744 \ub192\uc774\ub294 \ub370 \ud06c\uac8c \uae30\uc5ec\ud569\ub2c8\ub2e4.<\/p>\n<p>\uccab \ubc88\uc9f8 \uc804\ub7b5\uc740 \uc11c\ube44\uc2a4 \uac04\uc758 \uc758\uc874\uc131\uc744 \ub0ae\ucd94\uae30 \uc704\ud55c API \uac8c\uc774\ud2b8\uc6e8\uc774 \uc0ac\uc6a9\uc785\ub2c8\ub2e4. API \uac8c\uc774\ud2b8\uc6e8\uc774\ub294 \ubaa8\ub4e0 \uc694\uccad\uc744 \uc911\uc559 \uc9d1\uc911\uc2dd\uc73c\ub85c \uad00\uc81c\ud558\uba70, \ub0b4\ubd80 \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uc9c1\uc811\uc801\uc778 \uc758\uc874\uc131\uc744 \uc904\uc774\uace0, \uc778\uc99d, \ub85c\uae45, \ub77c\uc6b0\ud305, \uc7a5\uc560 \uac10\uc9c0 \ub4f1\uc758 \uacf5\ud1b5 \uae30\ub2a5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uac01 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub294 \ub3c5\ub9bd\uc801\uc73c\ub85c \ub3d9\uc791\ud560 \uc218 \uc788\uc73c\uba70, \ud558\ub098\uc758 \uc11c\ube44\uc2a4\uc5d0\uc11c \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud558\ub354\ub77c\ub3c4 \ub2e4\ub978 \uc11c\ube44\uc2a4\ub85c\uc758 \uc601\ud5a5\uc774 \ucd5c\uc18c\ud654\ub429\ub2c8\ub2e4. API \uac8c\uc774\ud2b8\uc6e8\uc774\ub294 \ub610\ud55c \uce90\uc2f1, \uc694\uccad \uc81c\ud55c, \ub370\uc774\ud130 \uac80\uc99d \ub4f1\uc758 \uae30\ub2a5\uc744 \ud1b5\ud569\uc801\uc73c\ub85c \uc81c\uacf5\ud558\uc5ec \uc2dc\uc2a4\ud15c \uc804\uccb4\uc758 \ubcf4\uc548\uc131\uacfc \ud655\uc7a5\uc131\uc744 \uac15\ud654\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub450 \ubc88\uc9f8\ub85c, \ud68c\ub85c \ucc28\ub2e8\uae30(Circuit Breaker) \ud328\ud134\uc740 \uc7a5\uc560 \uaca9\ub9ac\ub97c \uc704\ud55c \uac15\ub825\ud55c \ub3c4\uad6c\ub85c\uc11c, \uac01 \uc11c\ube44\uc2a4 \ud638\ucd9c \uc2dc \uc7a5\uc560 \uac00\ub2a5\uc131\uc744 \uac10\uc9c0\ud558\uc5ec \uc77c\uc815 \uae30\uc900\uc744 \ucd08\uacfc\ud558\uba74 \uc790\ub3d9\uc73c\ub85c \ucc28\ub2e8\ud558\uace0 \ub300\uccb4 \ub85c\uc9c1\uc744 \ud65c\uc131\ud654\ud569\ub2c8\ub2e4. \uc774 \ud328\ud134\uc740 \uc911\uc559 \uc9d1\uc911\uc2dd \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uacfc \uc5f0\uacc4\ub418\uc5b4 \uc7a5\uc560 \uc9d5\ud6c4\ub97c \uc870\uae30\uc5d0 \ud30c\uc545\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Netflix\uc758 Hystrix \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uac04\uc758 \ud638\ucd9c \uc624\ub958\ub97c \uac10\uc9c0\ud558\uace0, \uc7a5\uc560 \uc804\ud30c\ub97c \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \ud68c\ub85c\ub97c \uc5f4\uc5b4 \ucd94\uac00 \uc694\uccad\uc744 \uc81c\ud55c\ud568\uc73c\ub85c\uc368 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc138 \ubc88\uc9f8 \uc804\ub7b5\uc740 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1\uacfc \ubb34\uc911\ub2e8 \ubc30\ud3ec\ub97c \ud1b5\ud574 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud558\uac8c \ub300\ucc98\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c(\uc608: Kubernetes)\ub294 \ubd80\ud558\uac00 \uae09\uc99d\ud558\uac70\ub098 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud55c \uc11c\ube44\uc2a4\uc758 \uc778\uc2a4\ud134\uc2a4\ub97c \uc790\ub3d9\uc73c\ub85c \ud655\uc7a5\ud558\uac70\ub098 \uad50\uccb4\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ub2a5\uc740 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc790\ub3d9\uc73c\ub85c \uc0c8\ub85c\uc6b4 \uc778\uc2a4\ud134\uc2a4\ub97c \uae30\ub3d9\ud558\uace0 \ud2b8\ub798\ud53d\uc744 \ubd84\uc0b0\ud568\uc73c\ub85c\uc368 \uc0ac\uc6a9\uc790\uac00 \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uc720\uc9c0\ud560 \uc218 \uc788\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub124 \ubc88\uc9f8 \uc804\ub7b5\uc740 \ub85c\uadf8 \uc218\uc9d1\uacfc \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud55c \uc0ac\uc804 \uc7a5\uc560 \uac10\uc9c0\uc785\ub2c8\ub2e4. Prometheus, Grafana, ELK \uc2a4\ud0dd\uacfc \uac19\uc740 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uba74 \uac01 \uc11c\ube44\uc2a4\uc758 \uc0c1\ud0dc\uc640 \uc131\ub2a5\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \ucd94\uc801\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub294 \ud2b9\uc815 \uc784\uacc4\uce58\ub97c \ucd08\uacfc\ud558\ub294 \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\uc73c\ub85c \uac10\uc9c0\ud558\uace0, \uc54c\ub78c\uc744 \ud1b5\ud574 \uc6b4\uc601\ud300\uc5d0 \uc989\uc2dc \ud1b5\ubcf4\ud568\uc73c\ub85c\uc368 \uc2e0\uc18d\ud55c \ub300\uc751\uc774 \uac00\ub2a5\ud558\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \ubaa8\ub2c8\ud130\ub9c1 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uc608\uce21 \ubd84\uc11d\uc740 \uc7a5\uc560 \ubc1c\uc0dd \uc804 \uc0ac\uc804 \uc608\ubc29 \uc870\uce58\ub97c \ucde8\ud560 \uc218 \uc788\uac8c \ud574\uc8fc\uc5b4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc744 \ud06c\uac8c \uac15\ud654\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc12f \ubc88\uc9f8 \uc804\ub7b5\uc740 &#8216;\uaca9\ub9ac\ub41c \ub370\uc774\ud130 \uc800\uc7a5\uc18c&#8217; \uc0ac\uc6a9\uc785\ub2c8\ub2e4. \uac01 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub294 \ub3c5\uc790\uc801\uc778 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc720\uc9c0\ud558\uac70\ub098, \ub370\uc774\ud130 \uc800\uc7a5\uc18c\uc5d0 \ub300\ud55c \uc811\uadfc\uc744 \uc5c4\uaca9\ud558\uac8c \uc81c\uc5b4\ud558\uc5ec \ud55c \uc11c\ube44\uc2a4\uc758 \ub370\uc774\ud130 \uc624\ub958\uac00 \ub2e4\ub978 \uc11c\ube44\uc2a4\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\uc9c0 \uc54a\ub3c4\ub85d \uc124\uacc4\ub429\ub2c8\ub2e4. \ubd84\uc0b0 \ud2b8\ub79c\uc7ad\uc158\uc73c\ub85c \uc778\ud55c \ubcf5\uc7a1\uc131\uc744 \uc904\uc774\uae30 \uc704\ud574 \uc774\ubca4\ud2b8 \uc18c\uc2f1(Event Sourcing)\uc774\ub098 CQRS(Command Query Responsibility Segregation) \ud328\ud134\uc744 \ub3c4\uc785\ud558\uc5ec \ub370\uc774\ud130\uc758 \uc77c\uad00\uc131\uacfc \uc7a5\uc560 \uaca9\ub9ac\uc758 \ubaa9\ud45c\ub97c \ub3d9\uc2dc\uc5d0 \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7f0 \ubc29\uc2dd\uc740 \ub370\uc774\ud130 \ub3c5\ub9bd\uc131\uc744 \ubcf4\uc7a5\ud558\uba70, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc\uc5d0\ub3c4 \uac01 \uc11c\ube44\uc2a4\uac00 \uc790\uc728\uc801\uc73c\ub85c \ubcf5\uad6c \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uc12f \ubc88\uc9f8 \uc804\ub7b5\uc740 \uba54\uc2dc\uc9c0 \ud050(Message Queue)\ub97c \ud1b5\ud55c \ube44\ub3d9\uae30 \ud1b5\uc2e0\uc785\ub2c8\ub2e4. RabbitMQ, Kafka\uc640 \uac19\uc740 \ubd84\uc0b0 \uba54\uc2dc\uc9d5 \uc2dc\uc2a4\ud15c\uc744 \ud65c\uc6a9\ud558\uba74 \uc11c\ube44\uc2a4 \uac04 \uc758\uc874\ub3c4\ub97c \ub0ae\ucd94\uace0, \ube44\ub3d9\uae30 \ubc29\uc2dd\uc73c\ub85c \ub370\uc774\ud130\ub97c \uc804\ub2ec\ud568\uc73c\ub85c\uc368 \ud558\ub098\uc758 \uc11c\ube44\uc2a4 \uc7a5\uc560\uac00 \uc989\uac01\uc801\uc778 \uc5f0\uc1c4 \ubc18\uc751\uc744 \uc720\ubc1c\ud558\uc9c0 \uc54a\ub3c4\ub85d \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uba54\uc2dc\uc9c0 \ud050 \uc2dc\uc2a4\ud15c\uc740 \ub370\uc774\ud130 \uc77c\uc2dc\uc801 \uc9c0\uc5f0\uc744 \uc218\uc6a9\ud558\uace0, \uc7a5\uc560 \uc0c1\ud669\uc5d0\uc11c \ubcf5\uad6c \uc791\uc5c5\uc744 \uc704\ud55c \ub370\uc774\ud130 \ubc84\ud37c \uc5ed\ud560\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc2e4\uc2dc\uac04 \uc751\ub2f5\uc131\uacfc \uc548\uc815\uc131\uc744 \ub3d9\uc2dc\uc5d0 \uc720\uc9c0\ud560 \uc218 \uc788\ub294 \uc778\ud504\ub77c\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc77c\uacf1 \ubc88\uc9f8 \uc804\ub7b5\uc73c\ub85c, \uc7a5\uc560 \ubcf5\uad6c\ub97c \uc704\ud55c \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8 \ubc0f \uc2dc\ubbac\ub808\uc774\uc158 \ud658\uacbd \uad6c\ucd95\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. Chaos Engineering \uae30\ubc95\uc744 \ub3c4\uc785\ud558\uc5ec \uc77c\ubd80\ub7ec \uc2dc\uc2a4\ud15c\uc5d0 \uc7a5\uc560\ub97c \ubc1c\uc0dd\uc2dc\ud0a4\uace0, \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4\uac00 \uc5bc\ub9c8\ub098 \ud6a8\uacfc\uc801\uc73c\ub85c \uc791\ub3d9\ud558\ub294\uc9c0\ub97c \ud14c\uc2a4\ud2b8\ud569\ub2c8\ub2e4. Netflix\uc758 Chaos Monkey\uc640 \uac19\uc774, \uc2dc\uc2a4\ud15c \uc77c\ubd80\ub97c \uc784\uc758\ub85c \uc885\ub8cc\uc2dc\ucf1c \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uacac\uace0\ud568\uc744 \uc2dc\ud5d8\ud558\ub294 \uc0ac\ub840\ub4e4\uc774 \ub300\ud45c\uc801\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8\ub294 \uc2e4\uc81c \uc7a5\uc560 \uc0c1\ud669\uc5d0\uc11c \uc6b4\uc601\ud300\uc774 \ube60\ub974\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \uc0ac\uc804 \ud559\uc2b5 \ubc0f \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \uc7a5\uc560 \uaca9\ub9ac \uc804\ub7b5\uc758 \uc2e0\ub8b0\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\ub35f \ubc88\uc9f8 \uc804\ub7b5\uc740 DevOps \ubb38\ud654\uc758 \uc815\ucc29\uacfc \ud300 \uac04\uc758 \ud611\uc5c5 \uac15\ud654\ub97c \ud1b5\ud55c \uc7a5\uc560 \ub300\uc751 \ud504\ub85c\uc138\uc2a4\uc758 \ud1b5\ud569 \uad00\ub9ac\uc785\ub2c8\ub2e4. \uac1c\ubc1c\ud300\uacfc \uc6b4\uc601\ud300\uc774 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ub3d9\uc77c\ud55c \ud504\ub85c\uc138\uc2a4\uc640 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec \uae34\ubc00\ud558\uac8c \ud611\ub825\ud558\uba74, \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud558\ub294 \uc21c\uac04\ubd80\ud130 \ubcf5\uad6c \uc644\ub8cc\uae4c\uc9c0\uc758 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc8fc\uae30\uc801\uc778 \ubaa8\uc758 \ud6c8\ub828, \ub9ac\ubdf0, \ud3ec\uc2a4\ud2b8 \ubaa8\ud15c \ubd84\uc11d\uc740 \uc7a5\uc560 \ub300\uc751 \uccb4\uacc4\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ud2b9\ud788, \uc870\uc9c1 \ub0b4\ubd80\uc5d0\uc11c \uc7a5\uc560 \ubc1c\uc0dd \uc6d0\uc778 \ubc0f \ub300\uc751 \uacfc\uc815\uc744 \ubb38\uc11c\ud654\ud558\uace0 \uacf5\uc720\ud568\uc73c\ub85c\uc368, \ud5a5\ud6c4 \ub3d9\uc77c\ud55c \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud558\uc9c0 \uc54a\ub3c4\ub85d \uc608\ubc29\ud558\ub294 \ubb38\ud654\uac00 \uc815\ucc29\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc544\ud649 \ubc88\uc9f8 \uc804\ub7b5\uc740 \uc678\ubd80 \uc804\ubb38\uac00\uc640 \uae30\uc220 \ucee4\ubba4\ub2c8\ud2f0\uc640\uc758 \uc9c0\uc18d\uc801\uc778 \ud611\ub825\uc785\ub2c8\ub2e4. MSA \uad00\ub828 \ucd5c\uc2e0 \uae30\uc220 \ub3d9\ud5a5, \uc0ac\ub840 \uc5f0\uad6c, \uadf8\ub9ac\uace0 \uc5c5\uacc4 \ucee8\ud37c\ub7f0\uc2a4\ub97c \ud1b5\ud574 \ub2e4\uc591\ud55c \ub3c4\uad6c\uc640 \uc804\ub7b5\uc744 \ud559\uc2b5\ud558\uace0, \uc774\ub97c \uc870\uc9c1 \ub0b4\uc5d0 \uc801\uadf9 \ub3c4\uc785\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc758 \uc804\ubb38\uac00\ub4e4\uc774 \ucc38\uc5ec\ud558\ub294 \uae30\uc220 \uc138\ubbf8\ub098\uc640 \uc6cc\ud06c\uc20d\uc740 \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c\uc5d0 \uad00\ud55c \uc2ec\ub3c4 \uc788\ub294 \ub17c\uc758\ub97c \uac00\ub2a5\ud558\uac8c \ud558\uba70, \uc2e4\ubb34\uc5d0 \ubc14\ub85c \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \ub178\ud558\uc6b0\ub97c \uc81c\uacf5\ud574\uc90d\ub2c8\ub2e4.<\/p>\n<p>\uc5f4 \ubc88\uc9f8 \uc804\ub7b5\uc73c\ub85c, \uc7a5\uc560 \uaca9\ub9ac \uccb4\uacc4\uc758 \uc815\uae30\uc801\uc778 \uc810\uac80\uacfc \uc5c5\ub370\uc774\ud2b8\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc2dc\uc2a4\ud15c\uc758 \ubcc0\ud654\uc640 \uae30\uc220\uc758 \ubc1c\uc804\uc5d0 \ub9de\ucd94\uc5b4 \uc7a5\uc560 \ub300\uc751 \ud504\ub85c\uc138\uc2a4\ub97c \uc8fc\uae30\uc801\uc73c\ub85c \uc7ac\ud3c9\uac00\ud558\uace0 \ubcf4\uc644\ud558\ub294 \uc791\uc5c5\uc740 \uc7a5\uae30\uc801\uc73c\ub85c \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc758 \ubc11\uac70\ub984\uc774 \ub429\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc8fc\uae30\uc801\uc778 \ub9ac\uc2a4\ud06c \ubd84\uc11d\uacfc \uc2dc\ub098\ub9ac\uc624\ubcc4 \ub300\uc751 \uc808\ucc28\ub97c \ub9c8\ub828\ud558\uace0, \ucd5c\uc2e0 \ub3c4\uad6c\uc640 \uae30\ubc95\uc744 \uc801\uc6a9\ud558\uc5ec \uc7a5\uc560 \uaca9\ub9ac \uba54\ucee4\ub2c8\uc998\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uac15\ud654\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>MSA \uae30\ubc18 \uc7a5\uc560 \uaca9\ub9ac \uc804\ub7b5\uc758 \uc131\uacf5\uc801\uc778 \uad6c\ud604\uc740 \ub2e8\uc21c\ud55c \uae30\uc220 \ub3c4\uc785\uc744 \ub118\uc5b4 \uc870\uc9c1 \ubb38\ud654\uc640 \uc6b4\uc601 \ubc29\uc2dd \uc804\ubc18\uc5d0 \uac78\uce5c \ud601\uc2e0\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4. \uc55e\uc11c \uc18c\uac1c\ud55c \ub2e4\uc591\ud55c \uc804\ub7b5\ub4e4\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uacb0\ud569\ud558\uace0, \uc0c1\ud669\uc5d0 \ub9de\ucd94\uc5b4 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uccb4\uacc4\ub97c \ub9c8\ub828\ud568\uc73c\ub85c\uc368, \uae30\uc5c5\uc740 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc\uc5d0\ub3c4 \uace0\uac1d\uc5d0\uac8c \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\uace0, \uacbd\uc7c1\ub825 \uc788\ub294 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<h2 id=\"%eb%b3%b5%ea%b5%ac-%ea%b8%b0%eb%b2%95-%eb%b0%8f-%ea%b5%ac%ed%98%84-%eb%b0%a9%ec%95%88-BeKbkHAjmH\">\ubcf5\uad6c \uae30\ubc95 \ubc0f \uad6c\ud604 \ubc29\uc548<\/h2>\n<p>\uc7a5\uc560 \ubcf5\uad6c\ub294 \ub2e8\uc21c\ud788 \uc11c\ube44\uc2a4\ub97c \uc7ac\uc2dc\uc791\ud558\ub294 \uac83 \uc774\uc0c1\uc758 \ubb38\uc81c\ub85c, \uc2dc\uc2a4\ud15c \uc804\uccb4\uc758 \ubcf5\uc6d0\ub825\uacfc \uc548\uc815\uc131\uc744 \ud655\ubcf4\ud558\uae30 \uc704\ud55c \ud3ec\uad04\uc801\uc778 \uc804\ub7b5\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uac01 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc7a5\uc560\ub97c \ubcf5\uad6c\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4\uc57c \ud558\uba70, \uc774\ub97c \uc704\ud574 \uc7a5\uc560 \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4\uc758 \uc790\ub3d9\ud654\uc640 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1, \uc7ac\ud574 \ubcf5\uad6c \uc2dc\ubbac\ub808\uc774\uc158 \ub4f1\uc774 \ud575\uc2ec \uc5ed\ud560\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud558\uace0 \uc815\ud655\ud558\uac8c \uc2dc\uc2a4\ud15c\uc744 \uc815\uc0c1 \uc0c1\ud0dc\ub85c \ubcf5\uc6d0\ud558\ub294 \ubcf5\uad6c \uae30\ubc95\uc740 \uc11c\ube44\uc2a4 \uc911\ub2e8\uc73c\ub85c \uc778\ud55c \ube44\uc988\ub2c8\uc2a4 \uc190\uc2e4\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \uace0\uac1d \uc2e0\ub8b0\ub97c \uc720\uc9c0\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<p>\uac00\uc7a5 \uae30\ubcf8\uc801\uc778 \ubcf5\uad6c \uae30\ubc95\uc740 \uc7ac\uc2dc\uc791\uacfc \ub864\ubc31 \uba54\ucee4\ub2c8\uc998\uc785\ub2c8\ub2e4. \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc624\ub958\uac00 \ubc1c\uc0dd\ud558\uba74 \uc790\ub3d9\uc73c\ub85c \ud574\ub2f9 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub97c \uc7ac\uc2dc\uc791\ud558\uac70\ub098, \uc774\uc804\uc758 \uc548\uc815 \uc0c1\ud0dc\ub85c \ub864\ubc31\ud558\ub294 \uc808\ucc28\uac00 \ub9c8\ub828\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 Docker\uc640 Kubernetes\uc640 \uac19\uc740 \ucee8\ud14c\uc774\ub108 \uae30\ubc18\uc758 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\uac00 \ub110\ub9ac \uc0ac\uc6a9\ub418\uba70, \uc11c\ube44\uc2a4\uc758 \uc0c1\ud0dc\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ud544\uc694 \uc2dc \uc790\ub3d9 \ubcf5\uad6c\ub97c \uc218\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \ubcf5\uad6c \uacfc\uc815\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \uc624\ub958\uc640 \uc608\uc678 \uc0c1\ud669\uc744 \ubbf8\ub9ac \uace0\ub824\ud558\uc5ec, \uc0ac\uc6a9\uc790\uc5d0\uac8c \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub450 \ubc88\uc9f8 \ubcf5\uad6c \uae30\ubc95\uc740 \ub370\uc774\ud130 \ubcf5\uad6c \uc804\ub7b5\uc73c\ub85c, \uc7a5\uc560\uc5d0 \uc758\ud574 \uc190\uc0c1\ub41c \ub370\uc774\ud130\ub098 \uc11c\ube44\uc2a4 \uc0c1\ud0dc\ub97c \uc2e0\uc18d\ud558\uac8c \ubcf5\uc6d0\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uc11c\ube44\uc2a4\ub9c8\ub2e4 \ub3c5\ub9bd\uc801\uc778 \ub370\uc774\ud130 \uc800\uc7a5\uc18c\ub97c \uac16\uac8c \ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc544, \ub370\uc774\ud130 \ubc31\uc5c5 \ubc0f \uc2a4\ub0c5\uc0f7(snapshot) \uae30\ub2a5\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc815\uae30\uc801\uc778 \ub370\uc774\ud130 \ubc31\uc5c5\uacfc \ud568\uaed8, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ube60\ub978 \ub370\uc774\ud130 \ubcf5\uc6d0\uc744 \uc704\ud55c \uc99d\ubd84 \ubc31\uc5c5, \ucc28\ub4f1 \ubc31\uc5c5 \ub4f1\uc758 \uae30\ubc95\uc744 \uc801\uc808\ud788 \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \uc77c\uad00\uc131\uacfc \ubb34\uacb0\uc131\uc744 \ubcf4\uc7a5\ud574\uc57c \ud569\ub2c8\ub2e4. \ub610\ud55c, \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc194\ub8e8\uc158\uc740 \uc790\ub3d9 \ubcf5\uad6c \ubc0f \ub9ac\ud50c\ub9ac\ucf00\uc774\uc158 \uae30\ub2a5\uc744 \ud1b5\ud574 \ub370\uc774\ud130 \uc190\uc2e4 \uc704\ud5d8\uc744 \ucd5c\uc18c\ud654\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc138 \ubc88\uc9f8 \ubcf5\uad6c \uae30\ubc95\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub808\ubca8\uc5d0\uc11c\uc758 \uc790\ub3d9 \ubcf5\uad6c \uc2dc\ub098\ub9ac\uc624\ub97c \uc124\uc815\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc790\ub3d9\uc73c\ub85c \ud2b9\uc815 \uc11c\ube44\uc2a4\uc5d0\uc11c \uc7ac\uc2dc\uc791, \ub300\uae30, \uc7ac\uc2dc\ub3c4 \ub610\ub294 \ub300\uccb4 \uc778\uc2a4\ud134\uc2a4 \uc2e4\ud589 \ub4f1\uc744 \ud1b5\ud574 \ubcf5\uad6c\ud558\ub294 \ud50c\ub85c\uc6b0\ub97c \uc0ac\uc804\uc5d0 \uc815\uc758\ud558\ub294 \uac83\uc774 \uc720\ub9ac\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcf5\uad6c \uc2dc\ub098\ub9ac\uc624\ub294 \uc7a5\uc560 \ubc1c\uc0dd \uc6d0\uc778\uacfc \uc0c1\ud669\ubcc4\ub85c \uc138\ubd84\ud654\ub418\uc5b4, \uac01 \uc0c1\ud669\uc5d0 \ub9de\ub294 \ucd5c\uc801\uc758 \ub300\uc751 \uc804\ub7b5\uc744 \uad6c\uccb4\uc801\uc73c\ub85c \ub0b4\uc7ac\ud654\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub124\ud2b8\uc6cc\ud06c \uc7a5\uc560\uc758 \uacbd\uc6b0 \uc7ac\uc2dc\ub3c4\uc640 \ud568\uaed8 \ub2e4\ub978 \ub124\ud2b8\uc6cc\ud06c \uacbd\ub85c\ub85c\uc758 \uc804\ud658\uc744 \uc2dc\ub3c4\ud558\uac70\ub098, \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc5f0\uacb0 \uc7a5\uc560\uc758 \uacbd\uc6b0 \uc5f0\uacb0 \ud480\uc758 \uc7ac\uad6c\uc131\uc744 \ud1b5\ud574 \uc790\ub3d9\uc73c\ub85c \ubcf5\uad6c\ud558\ub294 \ub85c\uc9c1\uc744 \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub124 \ubc88\uc9f8\ub85c, MSA \ud658\uacbd\uc5d0\uc11c \ubcf5\uad6c \uae30\ubc95\uc758 \ud575\uc2ec\uc740 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uacfc\uc758 \uae34\ubc00\ud55c \uc5f0\uacc4\uc785\ub2c8\ub2e4. Prometheus, Grafana, Splunk \ub4f1\uacfc \uac19\uc740 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\ub97c \ud1b5\ud574 \uac01 \uc11c\ube44\uc2a4\uc758 \uc131\ub2a5\uacfc \uc0c1\ud0dc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ucd94\uc801\ud558\uace0, \uc774\uc0c1 \uc9d5\ud6c4\uac00 \uac10\uc9c0\ub418\uba74 \uc0ac\uc804\uc5d0 \uc815\uc758\ub41c \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\uc73c\ub85c \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc790\ub3d9\ud654\ub41c \ubcf5\uad6c \uc2dc\uc2a4\ud15c\uc740 \uc6b4\uc601\ud300\uc758 \uac1c\uc785 \uc5c6\uc774\ub3c4 \ubb38\uc81c\ub97c \ube60\ub974\uac8c \ud574\uacb0\ud560 \uc218 \uc788\uac8c \ud558\uc5ec, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \ubcf5\uc6d0 \uc2dc\uac04\uc744 \ub2e8\ucd95\uc2dc\ud0a4\ub294 \ud6a8\uacfc\ub97c \uac00\uc838\uc635\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc12f \ubc88\uc9f8 \ubcf5\uad6c \uae30\ubc95\uc740 \uc7a5\uc560 \ubcf5\uad6c\ub97c \uc704\ud55c \ucf54\ub4dc \uc608\uc678 \ucc98\ub9ac\uad6c\uc870\ub97c \uac15\ud654\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uac1c\ubc1c \ub2e8\uacc4\uc5d0\uc11c\ubd80\ud130 \uc608\uc678 \uc0c1\ud669\uc744 \uc138\ubc00\ud558\uac8c \ucc98\ub9ac\ud558\uace0, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc790\ub3d9\uc73c\ub85c \ub85c\uadf8\ub97c \ub0a8\uae30\uba70 \ucd94\uac00 \ubcf5\uad6c \uc791\uc5c5\uc744 \ud2b8\ub9ac\uac70\ud558\ub3c4\ub85d \uc124\uacc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798\uc758 \ucf54\ub4dc \uc608\uc81c\ub294 Java\uc640 Spring Boot \ud658\uacbd\uc5d0\uc11c Hystrix\ub97c \ud65c\uc6a9\ud55c \ud68c\ub85c \ucc28\ub2e8\uae30\uc640 \uc790\ub3d9 \ubcf5\uad6c \ub85c\uc9c1\uc744 \uad6c\ud604\ud55c \uac04\ub2e8\ud55c \uc608\uc2dc\uc785\ub2c8\ub2e4.<\/p>\n<pre>\n<code>\n\/\/ Spring Boot\uc640 Hystrix\ub97c \ud65c\uc6a9\ud55c \uc608\uc678 \ucc98\ub9ac \ubc0f \ud68c\ub85c \ucc28\ub2e8\uae30 \uc608\uc81c\n@RestController\npublic class SampleController {\n\n    @Autowired\n    private SampleService sampleService;\n\n    @GetMapping(\"\/process\")\n    @HystrixCommand(fallbackMethod = \"fallbackProcess\")\n    public ResponseEntity processRequest() {\n        String result = sampleService.process();\n        return ResponseEntity.ok(result);\n    }\n\n    \/\/ \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc2e4\ud589\ub418\ub294 \ub300\uccb4 \ub85c\uc9c1\n    public ResponseEntity fallbackProcess() {\n        return ResponseEntity.status(HttpStatus.SERVICE_UNAVAILABLE).body(\"\ud604\uc7ac \uc11c\ube44\uc2a4\uac00 \ubd88\uc548\uc815\ud569\ub2c8\ub2e4. \uc7a0\uc2dc \ud6c4 \ub2e4\uc2dc \uc2dc\ub3c4\ud574 \uc8fc\uc138\uc694.\");\n    }\n}\n\n@Service\npublic class SampleService {\n\n    public String process() {\n        \/\/ \uc2e4\uc81c \ube44\uc988\ub2c8\uc2a4 \ub85c\uc9c1 \uc2e4\ud589\n        \/\/ \uc7a5\uc560 \uc0c1\ud669\uc744 \uac00\uc815\ud558\uc5ec \uc608\uc678 \ubc1c\uc0dd \uac00\ub2a5\uc131 \ucc98\ub9ac\n        if(System.currentTimeMillis() % 2 == 0){\n            throw new RuntimeException(\"\uc758\ub3c4\ub41c \uc7a5\uc560 \ubc1c\uc0dd\");\n        }\n        return \"\uc815\uc0c1 \ucc98\ub9ac \uc644\ub8cc\";\n    }\n}\n<\/code>\n    <\/pre>\n<p>\uc704 \ucf54\ub4dc \uc608\uc81c\uc640 \uac19\uc774, \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ubcf5\uad6c \ub85c\uc9c1\uc740 \uac1c\ubc1c \ub2e8\uacc4\uc5d0\uc11c\ubd80\ud130 \ub0b4\uc7ac\ud654\ub418\uc5b4\uc57c \ud558\uba70, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc6b4\uc601\ud300\uc758 \uc218\ub3d9 \uac1c\uc785 \uc5c6\uc774 \uc790\ub3d9\uc73c\ub85c \ubb38\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \ucf54\ub4dc \uc218\uc900\uc5d0\uc11c\uc758 \ubcf5\uad6c \uae30\ubc95\uc740 \uc804\uccb4 \uc2dc\uc2a4\ud15c \uc7a5\uc560\uc5d0 \ub300\ud574 \ubcf4\ub2e4 \ube60\ub978 \uc804\ud30c\uc640 \uc790\ub3d9 \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4\ub97c \uac00\ub2a5\ud558\uac8c \ud558\uba70, \uc774\ub294 \uc0ac\uc6a9\uc790\uc758 \ubd88\ud3b8\uc744 \ucd5c\uc18c\ud654\ud558\ub294 \ud6a8\uacfc\ub97c \ubc1c\ud718\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uc12f \ubc88\uc9f8 \ubcf5\uad6c \uae30\ubc95\uc740 \uc11c\ube44\uc2a4 \uac04\uc758 \uc758\uc874\uc131\uc744 \uace0\ub824\ud55c \ub370\uc774\ud130 \ub3d9\uae30\ud654 \ubc0f \uce90\uc2dc \ubcf5\uad6c \uc804\ub7b5\uc785\ub2c8\ub2e4. \ubd84\uc0b0 \ud658\uacbd\uc5d0\uc11c\ub294 \uce90\uc2dc \ub370\uc774\ud130\uc640 \uc2e4\uc81c \ub370\uc774\ud130 \uac04\uc758 \uc77c\uad00\uc131\uc744 \uc720\uc9c0\ud558\ub294 \uac83\uc774 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc73c\ubbc0\ub85c, \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \uce90\uc2dc \uc11c\ubc84 \uac04\uc758 \ub3d9\uae30\ud654 \ud504\ub85c\uc138\uc2a4\ub97c \uc815\uae30\uc801\uc73c\ub85c \uc810\uac80\ud558\uace0, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc790\ub3d9\uc73c\ub85c \uce90\uc2dc\ub97c \uc0c8\ub85c\uace0\uce68\ud558\ub294 \ub85c\uc9c1\uc744 \uad6c\ud604\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc740 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud55c \ud6c4\uc5d0\ub3c4 \ucd5c\uc2e0 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc77c\uacf1 \ubc88\uc9f8 \ubcf5\uad6c \uae30\ubc95\uc73c\ub85c, \uc0ac\uc6a9\uc790 \uacbd\ud5d8(UX)\ub97c \uc720\uc9c0\ud558\uae30 \uc704\ud55c \uc810\uc9c4\uc801 \ubcf5\uad6c(gradual recovery) \uc804\ub7b5\uc744 \ub3c4\uc785\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uc2a4\ud15c \uc77c\ubd80\uc5d0\uc11c \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud574\ub3c4 \uc804\uccb4 \uc11c\ube44\uc2a4\ub97c \ud55c \ubc88\uc5d0 \ubcf5\uad6c\ud558\uae30\ubcf4\ub2e4, \uc810\uc9c4\uc801\uc73c\ub85c \ubcf5\uad6c \uc21c\uc11c\ub97c \uc124\uc815\ud574 \uc6b0\uc120\uc21c\uc704\uac00 \ub192\uc740 \uae30\ub2a5\ubd80\ud130 \ubcf5\uc6d0\ud558\ub294 \ubc29\uc2dd\uc740 \uc0ac\uc6a9\uc790 \ubd88\ud3b8\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \uc11c\ube44\uc2a4\uc758 \uc804\ubc18\uc801\uc778 \uc548\uc815\uc131\uc744 \ub192\uc774\ub294 \ub370 \ud06c\uac8c \uae30\uc5ec\ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc740 \ud2b9\ud788 \uae08\uc735, \uc758\ub8cc, \uc804\uc790\uc0c1\uac70\ub798\uc640 \uac19\uc774 \uc0ac\uc6a9\uc790 \ub370\uc774\ud130\uc758 \uc2e0\ub8b0\uc131\uc774 \uc911\uc694\ud55c \uc601\uc5ed\uc5d0\uc11c \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\ub35f \ubc88\uc9f8 \ubcf5\uad6c \uae30\ubc95\uc740 \uc815\uad50\ud55c \uc7a5\uc560 \ub85c\uadf8 \ubd84\uc11d \ubc0f \ub9ac\ud3ec\ud2b8 \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud55c \uc0ac\ud6c4 \ubd84\uc11d \uc808\ucc28\uc785\ub2c8\ub2e4. \uc7a5\uc560 \ubcf5\uad6c \ud6c4 \uc2dc\uc2a4\ud15c \ub85c\uadf8\uc640 \ubaa8\ub2c8\ud130\ub9c1 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ucca0\uc800\ud55c \uc0ac\ud6c4 \ubd84\uc11d(\ud3ec\uc2a4\ud2b8 \ubaa8\ud15c, post-mortem)\uc744 \uc2e4\uc2dc\ud558\uc5ec, \uc7a5\uc560 \uc6d0\uc778\uacfc \ub300\uc751 \uacfc\uc815\uc744 \ubb38\uc11c\ud654\ud558\uace0 \ud5a5\ud6c4 \uc7ac\ubc1c \ubc29\uc9c0 \ub300\ucc45\uc744 \ub9c8\ub828\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud504\ub85c\uc138\uc2a4\ub294 \uc870\uc9c1 \ub0b4\ubd80\uc758 \uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\uacfc \uac1c\uc120\uc744 \ucd09\uc9c4\ud558\uba70, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ube60\ub978 \ub300\ucc98\uac00 \uac00\ub2a5\ud558\ub3c4\ub85d \uc2dc\uc2a4\ud15c \uc804\ubc18\uc5d0 \ub300\ud55c \uc2e0\ub8b0\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc544\ud649 \ubc88\uc9f8 \ubcf5\uad6c \uae30\ubc95\uc740 \uc815\uae30\uc801\uc778 \ubcf5\uad6c \uc2dc\ubbac\ub808\uc774\uc158\uacfc \ud6c8\ub828\uc744 \ud1b5\ud55c \uc7a5\uc560 \ubcf5\uad6c \uc5ed\ub7c9 \uac15\ud654\uc785\ub2c8\ub2e4. Chaos Engineering \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\ub294 \uac83 \uc678\uc5d0\ub3c4, \uc8fc\uae30\uc801\uc73c\ub85c \ubaa8\uc758 \uc7a5\uc560 \uc0c1\ud669\uc744 \uc124\uc815\ud558\uc5ec \uc6b4\uc601\ud300\uacfc \uac1c\ubc1c\ud300\uc774 \ud611\ub825 \uc18d\uc5d0\uc11c \ubcf5\uad6c \uc791\uc5c5\uc744 \uc218\ud589\ud558\uba74, \uc2e4\uc81c \uc7a5\uc560 \uc0c1\ud669\uc5d0 \ub300\ube44\ud55c \ub300\uc751 \ub2a5\ub825\uc774 \ud06c\uac8c \ud5a5\uc0c1\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud6c8\ub828\uc740 \uc7a5\uc560 \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4\uc758 \ucde8\uc57d\uc810\uc744 \uc0ac\uc804\uc5d0 \ud30c\uc545\ud558\uace0 \ubcf4\uc644\ud560 \uc218 \uc788\ub294 \uc911\uc694\ud55c \uae30\ud68c\uac00 \ub429\ub2c8\ub2e4.<\/p>\n<p>\uc5f4 \ubc88\uc9f8 \ubcf5\uad6c \uae30\ubc95\uc740, \ubcf5\uad6c \uc2dc\uc2a4\ud15c\uacfc \ube44\uc0c1 \ub300\uc751 \uc778\ud504\ub77c\ub97c \uc678\ubd80 \ud074\ub77c\uc6b0\ub4dc\ub098 \uc774\uc911 \ub370\uc774\ud130\uc13c\ud130\ub85c \ubd84\uc0b0 \ubc30\uce58\ud558\ub294 \uc7ac\ud574 \ubcf5\uad6c(Disaster Recovery, DR) \uacc4\ud68d\uc758 \ub9c8\ub828\uc785\ub2c8\ub2e4. DR \uacc4\ud68d\uc740 \uba54\uc778 \uc2dc\uc2a4\ud15c \uc7a5\uc560 \uc2dc \ube60\ub974\uac8c \ub300\uccb4 \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc804\ud658\ud560 \uc218 \uc788\ub3c4\ub85d \uad6c\uc131\ub418\uc5b4 \uc788\uc73c\uba70, \uac01 \uad6c\uc131 \uc694\uc18c \uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\uc640 \uc2e0\uc18d\ud55c \ud2b8\ub798\ud53d \uc804\ud658\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ud55c \uc9c0\uc5ed \ud639\uc740 \ud55c \uc11c\ubc84 \uadf8\ub8f9\uc5d0 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud558\ub354\ub77c\ub3c4 \uc804\uccb4 \uc11c\ube44\uc2a4\uc758 \uc5f0\uc18d\uc131\uc744 \ubcf4\uc7a5\ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc774 \ub2e4\uc591\ud55c \ubcf5\uad6c \uae30\ubc95 \ubc0f \uad6c\ud604 \ubc29\uc548\uc740 MSA \ud658\uacbd\uc5d0\uc11c \uc7a5\uc560 \ubcf5\uad6c\ub97c \ub2e8\uc21c\ud55c \uc2dc\uc2a4\ud15c \uc7ac\uac00\ub3d9\uc774 \uc544\ub2cc, \uc804\uccb4 \ube44\uc988\ub2c8\uc2a4 \uc5f0\uc18d\uc131\uacfc \uc0ac\uc6a9\uc790 \uc2e0\ub8b0\uc131\uc744 \ud655\ubcf4\ud558\ub294 \uc911\uc694\ud55c \uc694\uc18c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4. \uae30\uc220, \ud504\ub85c\uc138\uc2a4, \uc870\uc9c1 \ubb38\ud654\uac00 \uc720\uae30\uc801\uc73c\ub85c \uacb0\ud569\ub418\uc5b4 \uc7a5\uc560 \ubcf5\uad6c \uccb4\uacc4\ub97c \uc644\uc131\ud560 \ub54c, \uae30\uc5c5\uc740 \uc608\uae30\uce58 \uc54a\uc740 \uc7a5\uc560 \uc0c1\ud669\uc5d0\uc11c\ub3c4 \uc548\uc815\uc801\uc73c\ub85c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\uba70 \uacbd\uc7c1\ub825\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<h2 id=\"%ec%8b%a4%ec%a0%9c-%ec%82%ac%eb%a1%80-%eb%b0%8f-%eb%aa%a8%eb%b2%94-%ec%82%ac%eb%a1%80-%eb%b6%84%ec%84%9d-BeKbkHAjmH\">\uc2e4\uc81c \uc0ac\ub840 \ubc0f \ubaa8\ubc94 \uc0ac\ub840 \ubd84\uc11d<\/h2>\n<p>MSA \uae30\ubc18\uc758 \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c \uc804\ub7b5\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc2e4\uc81c\ub85c \uc801\uc6a9\ub418\uc5b4 \uc131\uacf5\uc801\uc778 \uc0ac\ub840\ub4e4\uc774 \ubcf4\uace0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uc139\uc158\uc5d0\uc11c\ub294 \uae08\uc735, \uc804\uc790\uc0c1\uac70\ub798, \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \ubbf8\ub514\uc5b4 \ub4f1 \uc5ec\ub7ec \ubd84\uc57c\uc5d0\uc11c\uc758 \uc2e4\uc81c \uc0ac\ub840\uc640 \ubaa8\ubc94 \uc0ac\ub840\ub97c \ubd84\uc11d\ud558\uba70, \uac01 \uc0ac\ub840\uac00 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc5b4\ub5bb\uac8c \ud6a8\uacfc\uc801\uc73c\ub85c \ub300\uc751\ud558\uc600\ub294\uc9c0\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0ac\ub840 \ubd84\uc11d\uc740 \ub3c5\uc790\ub4e4\uc5d0\uac8c \ud604\uc2e4\uc801\uc778 \uc778\uc0ac\uc774\ud2b8\uc640 \uad6c\uccb4\uc801\uc778 \uc804\ub7b5 \uc218\ub9bd\uc5d0 \ub3c4\uc6c0\uc744 \uc904 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uccab \ubc88\uc9f8 \uc0ac\ub840\ub85c, \uae00\ub85c\ubc8c \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ube44\uc2a4 \uae30\uc5c5\uc740 MSA \ud658\uacbd\uc5d0\uc11c \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uc5ec \uc11c\ube44\uc2a4 \uc911\ub2e8 \uc2dc\uac04\uc744 \ud604\uaca9\ud788 \uc904\uc778 \ubc14 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \uc11c\ube44\uc2a4 \uba54\uc2dc\uc640 \ud68c\ub85c \ucc28\ub2e8\uae30 \ud328\ud134\uc744 \ub3c4\uc785\ud558\uc5ec, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uac04\uc758 \uc758\uc874\ub3c4\ub97c \uadf9\ub2e8\uc801\uc73c\ub85c \ub0ae\ucd94\uace0 \ud55c \uc11c\ube44\uc2a4\uc5d0\uc11c \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud558\ub354\ub77c\ub3c4 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18\uc758 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1 \uae30\ub2a5\uc744 \ud1b5\ud574 \uac11\uc791\uc2a4\ub7ec\uc6b4 \ud2b8\ub798\ud53d \ud3ed\uc8fc \uc0c1\ud669\uc5d0\uc11c\ub3c4 \uc790\ub3d9\uc73c\ub85c \uc0c8\ub85c\uc6b4 \uc778\uc2a4\ud134\uc2a4\ub97c \uae30\ub3d9\ud558\uc5ec \uc11c\ube44\uc2a4 \uc911\ub2e8 \uc5c6\uc774 \uc5f0\uc18d\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc804\ub7b5\uc740 \uc7a5\uc560 \uac10\uc9c0 \ubc0f \ubcf5\uad6c\uc5d0 \uc18c\uc694\ub418\ub294 \uc2dc\uac04\uc744 \uae30\uc874 \uc2dc\uc2a4\ud15c \ub300\ube44 40% \uc774\uc0c1 \ub2e8\ucd95\uc2dc\ud0a4\ub294 \uacb0\uacfc\ub97c \uac00\uc838\uc654\uc73c\uba70, \uace0\uac1d \ub9cc\uc871\ub3c4\uac00 \ud06c\uac8c \ud5a5\uc0c1\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub450 \ubc88\uc9f8 \uc0ac\ub840\ub294 \uae08\uc735 \uc0b0\uc5c5\uc5d0\uc11c\uc758 \ubaa8\ubc94 \uc0ac\ub840\ub85c, \ub300\ud615 \uc740\ud589\uc774 \ucc44\ud0dd\ud55c \uc7a5\uc560 \ubcf5\uad6c \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud574\ub2f9 \uc740\ud589\uc740 \uac01 \uc5c5\ubb34\ubcc4\ub85c \ub3c5\ub9bd\ub41c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub97c \ubc30\ud3ec\ud558\uace0, \uc7a5\uc560 \ubcf5\uad6c\ub97c \uc704\ud55c \uc790\ub3d9\ud654\ub41c \ubc31\uc5c5 \ubc0f \ub864\ubc31 \uba54\ucee4\ub2c8\uc998\uc744 \ub3c4\uc785\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uc7a5\uc560 \ubc1c\uc0dd \uc2dc, \uace0\uac1d \uac70\ub798 \uc11c\ube44\uc2a4\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\uc9c0 \uc54a\ub3c4\ub85d \uc608\ube44 \ub370\uc774\ud130 \uc13c\ud130\ub85c\uc758 \uc2e0\uc18d\ud55c \uc804\ud658\uacfc \ub370\uc774\ud130 \ubcf5\uad6c \uc2dc\ub098\ub9ac\uc624\ub97c \ubbf8\ub9ac \ud14c\uc2a4\ud2b8\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc2dc\uc2a4\ud15c\uc740 \uc5f0\uac04 0.01% \ubbf8\ub9cc\uc758 \ub2e4\uc6b4\ud0c0\uc784\uc744 \uc720\uc9c0\ud558\ub294 \uacb0\uacfc\ub97c \ubcf4\uc5ec\uc8fc\uc5c8\uc73c\uba70, \uc5c5\uacc4 \ucd5c\uace0\uc758 IT \uc548\uc815\uc131 \ud3c9\uac00 \uc810\uc218\ub97c \uae30\ub85d\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc138 \ubc88\uc9f8 \uc0ac\ub840\uc5d0\uc11c\ub294 \uc804\uc790\uc0c1\uac70\ub798 \ud50c\ub7ab\ud3fc\uc758 \uc7a5\uc560 \uaca9\ub9ac \uc804\ub7b5\uc774 \ub3cb\ubcf4\uc785\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \uc8fc\ubb38 \ucc98\ub9ac, \uacb0\uc81c, \uc7ac\uace0 \uad00\ub9ac \ub4f1 \uac01 \ud575\uc2ec \uae30\ub2a5\uc744 \ubd84\ub9ac\ub41c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub85c \uc6b4\uc601\ud558\uace0 \uc788\uc73c\uba70, \uac01 \uc11c\ube44\uc2a4 \uac04 \ud1b5\uc2e0\uc740 \ube44\ub3d9\uae30 \uba54\uc2dc\uc9c0 \ud050(RabbitMQ \ubc0f Kafka)\ub97c \ud1b5\ud574 \uc774\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4. \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ud574\ub2f9 \uba54\uc2dc\uc9c0 \ud050 \uc2dc\uc2a4\ud15c\uc740 \ub370\uc774\ud130\ub97c \ubc84\ud37c\ub9c1\ud558\uace0, \uc7ac\uc2dc\ub3c4 \uba54\ucee4\ub2c8\uc998\uc744 \ud1b5\ud574 \ubb38\uc81c\ub97c \uc2e0\uc18d\ud558\uac8c \ud574\uacb0\ud558\ub294 \uad6c\uc870\ub97c \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uc0ac\ub840\uc5d0\uc11c\ub294 \uc8fc\ubb38 \ucc98\ub9ac \uc11c\ube44\uc2a4\uc758 \uc77c\uc2dc\uc801\uc778 \uc7a5\uc560\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud558\uc600\uc73c\uba70, \uc11c\ube44\uc2a4 \ubcf5\uad6c \uc2dc\uac04\uc774 \uae30\uc874 \ub300\ube44 50% \ub2e8\ucd95\ub41c \uacb0\uacfc\ub97c \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub124 \ubc88\uc9f8 \uc0ac\ub840\ub85c, \ud5ec\uc2a4\ucf00\uc5b4 \ubd84\uc57c\uc758 \ud55c \ubcd1\uc6d0 \uc2dc\uc2a4\ud15c\uc740 MSA\ub97c \ub3c4\uc785\ud558\uc5ec \uc758\ub8cc \ub370\uc774\ud130\uc758 \uc548\uc815\uc131\uacfc \ube60\ub978 \ubcf5\uad6c\ub97c \ubcf4\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcd1\uc6d0\uc5d0\uc11c\ub294 \ud658\uc790 \uc815\ubcf4 \uad00\ub9ac, \uc9c4\ub8cc \uc608\uc57d, \uc758\ub8cc \uc601\uc0c1 \uc800\uc7a5 \ub4f1 \uac01 \uc5c5\ubb34 \uc601\uc5ed\uc744 \ubcc4\ub3c4\uc758 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub85c \uc6b4\uc601\ud558\uba70, \ub370\uc774\ud130 \uc77c\uad00\uc131\uc744 \uc704\ud574 CQRS \ud328\ud134 \ubc0f \uc774\ubca4\ud2b8 \uc18c\uc2f1\uc744 \ub3c4\uc785\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc815\uae30\uc801\uc778 \ubaa8\uc758 \uc7a5\uc560 \ubc0f \ubcf5\uad6c \ud6c8\ub828\uc744 \ud1b5\ud574 \uc6b4\uc601\ud300\uc758 \ub300\uc751\ub825\uc744 \uac15\ud654\ud558\uc600\uace0, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ud658\uc790 \ub370\uc774\ud130\uc758 \uc190\uc2e4 \uc5c6\uc774 \uc2e0\uc18d\ud55c \ubcf5\uad6c\uac00 \uc774\ub8e8\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud504\ub85c\uc138\uc2a4\ub294 \ud658\uc790 \uc548\uc804\uacfc \uc2e0\ub8b0\uc131 \uce21\uba74\uc5d0\uc11c \ub192\uc740 \ud3c9\uac00\ub97c \ubc1b\uc73c\uba70, \ud5ec\uc2a4\ucf00\uc5b4 \ubd84\uc57c\uc5d0\uc11c \ubaa8\ubc94 \uc0ac\ub840\ub85c \uc790\ub9ac \uc7a1\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc12f \ubc88\uc9f8 \uc0ac\ub840\ub85c, \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8 \uae30\uc5c5\uc740 \uc2e4\uc2dc\uac04 \ucf58\ud150\uce20 \uc804\uc1a1 \ubc0f \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31 \uc2dc\uc2a4\ud15c\uc5d0\uc11c MSA \uae30\ubc18\uc758 \uc7a5\uc560 \ub300\uc751 \uc804\ub7b5\uc744 \uc801\uc6a9\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \uc2e4\uc2dc\uac04 \uc2a4\ud2b8\ub9ac\ubc0d\uacfc \uc0ac\uc6a9\uc790 \uc778\ud130\ub799\uc158\uc744 \uc704\ud55c \ub2e4\uacc4\uce35 \uad6c\uc870\uc758 \uc11c\ube44\uc2a4\ub97c \uc6b4\uc601\ud558\uba70, \uac01 \uacc4\uce35\ubcc4\ub85c \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc790\ub3d9 \uc7ac\uc2dc\uc791 \ubc0f \ud68c\ub85c \ucc28\ub2e8\uae30 \ud328\ud134\uc744 \uc801\uc6a9\ud558\uc600\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31 \uc2dc\uc2a4\ud15c\uc740 \ub2e4\uc591\ud55c \uc678\ubd80 API\uc640 \uc5f0\uacc4\ub418\uc5b4 \uc788\uc5b4 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud558\uac8c \uc608\ube44 API\ub85c \uc804\ud658\ud558\ub294 \uae30\ub2a5\uc744 \ud0d1\uc7ac\ud558\uc5ec, \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub300\uc751 \uc804\ub7b5\uc740 \uc7a5\uc560 \ubc1c\uc0dd \ud6c4 10\ubd84 \uc774\ub0b4\uc5d0 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc815\uc0c1 \uc791\ub3d9\uc744 \ud68c\ubcf5\ud558\ub294\ub370 \ud070 \uc5ed\ud560\uc744 \ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uc12f \ubc88\uc9f8 \uc0ac\ub840\uc5d0\uc11c\ub294 MSA\ub97c \ub3c4\uc785\ud55c \uae00\ub85c\ubc8c \uae30\uc220 \uae30\uc5c5\uc758 \uc0ac\ub840\ub97c \uc0b4\ud3b4\ubd05\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \uc218\ubc31 \uac1c\uc758 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub97c \uc6b4\uc601\ud558\uace0 \uc788\uc73c\uba70, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uac01 \uc11c\ube44\uc2a4\uc758 \ub3c5\ub9bd\uc131\uc744 \ucd5c\ub300\ud55c \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \uc11c\ube44\uc2a4 \uba54\uc2dc, \ud68c\ub85c \ucc28\ub2e8\uae30, \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1, \uc774\ubca4\ud2b8 \uae30\ubc18\uc758 \ub370\uc774\ud130 \ubcf5\uad6c \ub4f1\uc744 \ud1b5\ud569\uc801\uc73c\ub85c \uc6b4\uc601\ud569\ub2c8\ub2e4. \ub0b4\ubd80 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uacfc \ub85c\uadf8 \uc218\uc9d1 \ud50c\ub7ec\uadf8\uc778\uc744 \ud65c\uc6a9\ud558\uc5ec \ubaa8\ub4e0 \uc7a5\uc560 \uc774\ubca4\ud2b8\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd84\uc11d\ud558\uace0, \ubd84\uc0b0 \ucd94\uc801 \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud574 \uc6d0\uc778\uc744 \uc2e0\uc18d\ud558\uac8c \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \uc774\uac19\uc740 \uc804\uc0ac\uc801 \ub300\uc751 \uccb4\uacc4\ub294 \uc7a5\uc560 \ubc1c\uc0dd \ud6c4 \ud3c9\uade0 \ubcf5\uad6c \uc2dc\uac04\uc744 15\ubd84 \uc774\ud558\ub85c \uc720\uc9c0\ud558\ub294 \ub370 \uae30\uc5ec\ud558\uc5ec, \uc5c5\uacc4 \ucd5c\uace0\uc758 \uc11c\ube44\uc2a4 \uc5f0\uc18d\uc131\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc77c\uacf1 \ubc88\uc9f8 \uc0ac\ub840\ub294 \uc911\uc18c\uae30\uc5c5\uc5d0\uc11c\uc758 \uc131\uacf5\uc801\uc778 \ub3c4\uc785 \uc0ac\ub840\ub85c, \uc81c\ud55c\ub41c \uc778\ud504\ub77c \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c \uc804\ub7b5\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uad6c\ud604\ud55c \uc0ac\ub840\uc785\ub2c8\ub2e4. \ud574\ub2f9 \uae30\uc5c5\uc740 \uc624\ud508 \uc18c\uc2a4 \ub3c4\uad6c\uc640 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc11c\ube44\uc2a4\ub4e4\uc744 \ud65c\uc6a9\ud558\uc5ec \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \uc778\ud504\ub77c\ub97c \uad6c\ucd95\ud558\uc600\uc73c\uba70, \uc791\uc740 \uaddc\ubaa8\uc758 \uc11c\ube44\uc2a4\ub77c\ub3c4 \uc790\ub3d9\ud654\ub41c \uc7a5\uc560 \uac10\uc9c0 \ubc0f \ubcf5\uad6c \uccb4\uacc4\ub97c \ub9c8\ub828\ud568\uc73c\ub85c\uc368 \uace0\uac1d \uc2e0\ub8b0\ub3c4\ub97c \ub192\uc600\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ube60\ub978 \uc54c\ub78c \uc2dc\uc2a4\ud15c\uacfc \uac1c\ubc1c\ud300 \uac04\uc758 \uc6d0\ud65c\ud55c \ud611\uc5c5\uc774 \uc7a5\uc560 \ubcf5\uad6c \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uc600\uace0, \uc774\ub85c \uc778\ud574 \uace0\uac1d \uc774\ud0c8\ub960\uc774 \ud604\uc800\ud788 \uc904\uc5b4\ub4dc\ub294 \uacb0\uacfc\ub97c \ub0b3\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\ub35f \ubc88\uc9f8 \uc0ac\ub840\ub294 MSA \ub3c4\uc785 \ucd08\uae30\ubd80\ud130 \ubcf5\uad6c \uc804\uc6a9 \uc778\ud504\ub77c\ub97c \ubcc4\ub3c4\ub85c \uad6c\ucd95\ud55c \uae30\uc5c5\uc758 \uc0ac\ub840\uc785\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \uc7a5\uc560 \ubcf5\uad6c \ubc0f \uc7ac\ud574 \ubcf5\uad6c\ub97c \uc704\ud55c \uc804\uc6a9 \ud074\ub7ec\uc2a4\ud130\ub97c \ubcc4\ub3c4\ub85c \uc6b4\uc601\ud568\uc73c\ub85c\uc368, \uba54\uc778 \uc2dc\uc2a4\ud15c\uc5d0 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud558\ub354\ub77c\ub3c4 \uc989\uac01\uc801\uc73c\ub85c \uc608\ube44 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ud2b8\ub798\ud53d\uc744 \uc804\ud658\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc815\uae30\uc801\uc778 \uc7ac\ub09c \ubcf5\uad6c \ud6c8\ub828\uacfc \ud568\uaed8, \uac01 \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4\uc5d0 \ub300\ud55c \uc790\ub3d9\ud654 \uc2a4\ud06c\ub9bd\ud2b8\uc640 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\ub97c \ub3c4\uc785\ud558\uc5ec, \uace0\uac1d\uc5d0\uac8c 99.999%\uc758 \uac00\ub3d9\ub960\uc744 \ubcf4\uc7a5\ud558\ub294 \uc218\uc900\uc758 \uc11c\ube44\uc2a4\ub97c \uc2e4\ud604\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc544\ud649 \ubc88\uc9f8 \uc0ac\ub840\ub85c, \ucc44\ud305 \ubc0f \uba54\uc2dc\uc9d5 \uc751\uc6a9 \uc11c\ube44\uc2a4\ub97c \uc6b4\uc601\ud558\ub294 \uae30\uc5c5\uc5d0\uc11c\ub294 \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c \uc804\ub7b5\uc744 \ud1b5\ud574 \uc2e4\uc2dc\uac04 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc758 \uc548\uc815\uc131\uc744 \ud68d\uae30\uc801\uc73c\ub85c \ud5a5\uc0c1\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \uba54\uc2dc\uc9c0 \ud050 \uc2dc\uc2a4\ud15c\uacfc \uc790\ub3d9 \ubcf5\uad6c \ub85c\uc9c1, \uadf8\ub9ac\uace0 \ub2e4\uc911 \ub370\uc774\ud130 \uc13c\ud130 \ubc30\ud3ec\ub97c \uacb0\ud569\ud558\uc5ec, \ud558\ub098\uc758 \ub370\uc774\ud130 \uc13c\ud130 \uc7a5\uc560 \uc2dc\uc5d0\ub3c4 \ub2e4\ub978 \uc13c\ud130\ub85c \uc989\uac01\uc801\uc73c\ub85c \ud2b8\ub798\ud53d\uc744 \uc720\ub3c4\ud558\ub294 \uad6c\uc870\ub97c \uac16\ucd94\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub4e4 \uc804\ub7b5\uc740 \uc2e4\uc81c \uc7a5\uc560 \ubc1c\uc0dd \ud6c4 \uc0ac\uc6a9\uc790 \ubd88\ud3b8 \uc2dc\uac04\uc744 90% \uc774\uc0c1 \ub2e8\ucd95\ud558\ub294 \uc131\uacfc\ub97c \uac00\uc838\uc654\uc73c\uba70, \uae00\ub85c\ubc8c \uc0ac\uc6a9\uc790 \uae30\ubc18\uc744 \uac00\uc9c4 \uc11c\ube44\uc2a4\uc758 \uc2e0\ub8b0\uc131\uc744 \uc99d\uba85\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5f4 \ubc88\uc9f8 \uc0ac\ub840\ub294, \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c \uc804\ub7b5\uc744 \ub3c4\uc785\ud558\uc5ec \ube44\uc6a9 \ud6a8\uc728\uc131\uacfc \uc548\uc815\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ub2ec\uc131\ud55c \uc5ec\ub7ec \uc911\uacac IT \uae30\uc5c5\uc758 \uc0ac\ub840\ub97c \uc885\ud569\ud55c \ubd84\uc11d\uc785\ub2c8\ub2e4. \uc774\ub4e4 \uae30\uc5c5\uc740 \uc55e\uc11c \uc5b8\uae09\ud55c \ub2e4\uc591\ud55c \uae30\ubc95\u2014API \uac8c\uc774\ud2b8\uc6e8\uc774, \ud68c\ub85c \ucc28\ub2e8\uae30, \uba54\uc2dc\uc9c0 \ud050, \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1, \uc815\uad50\ud55c \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c \ub4f1\uc744 \uccb4\uacc4\uc801\uc73c\ub85c \uacb0\ud569\ud558\uc5ec, \ud55c \uc11c\ube44\uc2a4\uc5d0\uc11c \ubc1c\uc0dd\ud55c \uc7a5\uc560\uac00 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ud655\uc0b0\ub418\ub294 \uac83\uc744 \ucca0\uc800\ud788 \ubc29\uc9c0\ud558\uc600\uc2b5\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c \uc774\ub4e4 \uae30\uc5c5\uc740 \uc7a5\uc560 \ubcf5\uad6c\uc5d0 \ud22c\uc785\ub418\ub294 \ucd1d \ube44\uc6a9\uacfc \ub2e4\uc6b4\ud0c0\uc784\uc744 \ud06c\uac8c \uc808\uac10\ud558\ub294 \ub3d9\uc2dc\uc5d0, \uace0\uac1d\uc758 \uc2e0\ub8b0\ub3c4\ub97c \ub192\uc5ec \ub9e4\ucd9c \uc131\uc7a5\uc5d0\ub3c4 \uae0d\uc815\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\ucce4\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc774 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c MSA \uae30\ubc18\uc758 \uc7a5\uc560 \uaca9\ub9ac \ubc0f \ubcf5\uad6c \uc804\ub7b5\uc774 \uc5b4\ub5bb\uac8c \uc801\uc6a9\ub418\uace0 \uc788\ub294\uc9c0\ub97c \ubd84\uc11d\ud55c \uacb0\uacfc, \ub2e4\uc74c\uacfc \uac19\uc740 \ubaa8\ubc94 \uc0ac\ub840\ub97c \ub3c4\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uc11c\ube44\uc2a4 \uac04 \uba85\ud655\ud55c \uacbd\uacc4 \uc124\uc815 \ubc0f \uc758\uc874\uc131 \ucd5c\uc18c\ud654<\/li>\n<li>\uc790\ub3d9\ud654\ub41c \uc7a5\uc560 \uac10\uc9c0 \ub3c4\uad6c\uc640 \ud68c\ub85c \ucc28\ub2e8\uae30 \ud328\ud134\uc744 \ud1b5\ud55c \uc7a5\uc560 \uaca9\ub9ac<\/li>\n<li>\ube44\ub3d9\uae30 \uae30\ubc18 \uba54\uc2dc\uc9d5 \uc2dc\uc2a4\ud15c\uacfc \ub3c5\ub9bd \ub370\uc774\ud130 \uc800\uc7a5\uc18c\ub97c \ud65c\uc6a9\ud55c \ub370\uc774\ud130 \ubcf5\uad6c<\/li>\n<li>\ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1\uacfc \ubb34\uc911\ub2e8 \ubc30\ud3ec\ub97c \ud1b5\ud55c \uc2e0\uc18d\ud55c \ubcf5\uad6c<\/li>\n<li>\uc815\uae30\uc801\uc778 \ubaa8\uc758 \uc7a5\uc560 \ubc0f \ubcf5\uad6c \ud6c8\ub828\uc744 \ud1b5\ud55c \uc870\uc9c1 \uc5ed\ub7c9 \uac15\ud654<\/li>\n<\/ul>\n<p>\ub610\ud55c, \uac01 \uc0ac\ub840\uc5d0\uc11c \uacf5\ud1b5\uc801\uc73c\ub85c \ub098\ud0c0\ub09c \ud2b9\uc9d5\uc740 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud558\uac8c \ubb38\uc81c\ub97c \uac10\uc9c0\ud558\uace0, \uc790\ub3d9\ud654\ub41c \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4\ub97c \ud1b5\ud574 \uc11c\ube44\uc2a4 \uc5f0\uc18d\uc131\uc744 \uadf9\ub300\ud654\ud588\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ubc94 \uc0ac\ub840\ub4e4\uc740 \uae30\uc5c5\uc774 \uc7a5\uc560 \uc0c1\ud669\uc5d0 \ub300\ucc98\ud558\uae30 \uc704\ud55c \ud6a8\uacfc\uc801\uc778 \uc804\ub7b5 \ub9c8\ub828\ubfd0 \uc544\ub2c8\ub77c, \uc7a5\uae30\uc801\uc73c\ub85c \uc548\uc815\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \uc6b4\uc601\uacfc \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc774\ub294 \ub370 \uc911\uc694\ud55c \uae30\ubc18\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uc885\uc801\uc73c\ub85c, \uc2e4\uc81c \uc0ac\ub840 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c \uc804\ub7b5\uc758 \uc131\uacf5 \uc694\uc778\uc740 \uac15\ub825\ud55c \uae30\uc220 \uc2a4\ud0dd, \uc0ac\uc804 \uc608\ubc29 \ubc0f \ubaa8\uc758 \ud6c8\ub828, \uadf8\ub9ac\uace0 \uc870\uc9c1 \ub0b4 DevOps \ubb38\ud654\uc758 \uc815\ucc29\uc784\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uc0ac\ub840\uc5d0\uc11c \ubc1c\uacac\ub41c \uac1c\uc120 \ud3ec\uc778\ud2b8\uc640 \uc131\uacf5 \uc694\uc18c\ub4e4\uc744 \ucc38\uace0\ud558\uc5ec, \uc870\uc9c1\uc740 \uc790\uc0ac\uc758 \uc778\ud504\ub77c\uc640 \uc6b4\uc601 \ud658\uacbd\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 MSA \uc7a5\uc560 \ub300\uc751 \uc804\ub7b5\uc744 \uafb8\uc900\ud788 \uac1c\ubc1c\ud574 \ub098\uac00\uc57c \ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc9c0\uc18d\uc801\uc778 \uac1c\uc120 \ub178\ub825\uc740 \uae30\uc5c5\uc758 \uacbd\uc7c1\ub825 \uac15\ud654\uc640 \uace0\uac1d \uc2e0\ub8b0 \ud655\ubcf4\uc5d0 \uacb0\uc815\uc801\uc778 \uc5ed\ud560\uc744 \ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774\ucc98\ub7fc \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c\ub294 \ub2e8\uc77c \uae30\uc220\uc774\ub098 \ub2e8\ubc1c\uc801\uc778 \uc774\ubca4\ud2b8\uac00 \uc544\ub2c8\ub77c, \uc2dc\uc2a4\ud15c \uc124\uacc4\uc640 \uc6b4\uc601 \ud504\ub85c\uc138\uc2a4, \uc870\uc9c1 \ubb38\ud654 \uc804\ubc18\uc5d0 \uac78\uce5c \ud1b5\ud569\uc801 \uc811\uadfc\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. \uc9c0\uc18d \uac00\ub2a5\ud55c \ubcf5\uad6c \uc804\ub7b5\uc740 \uae30\uc5c5\uc774 \ubcc0\ud654\ud558\ub294 IT \ud658\uacbd \uc18d\uc5d0\uc11c \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \ubcf4\uc7a5\ud558\ub294 \uc911\uc694\ud55c \uc694\uc18c\uc774\uba70, \uc55e\uc73c\ub85c\ub3c4 \uacc4\uc18d \ubc1c\uc804\ud574 \ub098\uac08 \ubd84\uc57c\ub77c\uace0 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc2e4\uc81c \uc0ac\ub840 \ubd84\uc11d\uacfc \ubaa8\ubc94 \uc0ac\ub840 \uacf5\uc720\ub294 \ubaa8\ub4e0 \uae30\uc5c5\uc5d0 \uacf5\ud1b5\uc801\uc73c\ub85c \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \uc6d0\uce59\uc744 \uc81c\uc2dc\ud569\ub2c8\ub2e4. \uc804\ub7b5\uc801 \uc811\uadfc\uacfc \uae30\uc220\uc801 \ub3c4\uad6c\uc758 \uc870\ud569\uc740 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ubd88\uac00\ud53c\ud55c \uc0c1\ud669\uc744 \ucd5c\uc18c\ud654\ud558\ub294 \ub3d9\uc2dc\uc5d0, \uc7a5\uae30\uc801\uc778 \uc11c\ube44\uc2a4 \uc548\uc815\uc131 \ud655\ubcf4\uc5d0 \uae30\uc5ec\ud558\uac8c \ub429\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \uce58\uc5f4\ud55c \uacbd\uc7c1 \uc2dc\uc7a5\uc5d0\uc11c \uc9c0\uc18d \uac00\ub2a5\ud558\uace0 \uc548\uc815\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\uc744 \uc2e4\ud604\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc0c1\uc758 \uc0ac\ub840\uc640 \ubd84\uc11d\uc744 \ubc14\ud0d5\uc73c\ub85c, \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c \uc804\ub7b5\uc740 \ub2e8\uc21c\ud55c IT \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ub118\uc5b4 \ube44\uc988\ub2c8\uc2a4 \uc5f0\uc18d\uc131\uacfc \uace0\uac1d \uc2e0\ub8b0\ub3c4\ub97c \ub192\uc774\ub294 \ud575\uc2ec \uc804\ub7b5\uc784\uc744 \uac15\uc870\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \uccb4\uacc4\uc801\uc73c\ub85c \uad6c\ucd95\ud558\uace0 \uc6b4\uc601\ud558\ub294 \uac83\uc774 \ubbf8\ub798 \uacbd\uc7c1\ub825 \ud655\ubcf4\uc5d0 \uacb0\uc815\uc801\uc778 \uc5ed\ud560\uc744 \ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc885\ud569\ud574 \ubcf4\uba74, MSA \ud658\uacbd\uc5d0\uc11c \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c\ub97c \uc704\ud55c \uc804\ub7b5 \uc218\ub9bd\uc740 \uad6c\uccb4\uc801\uc778 \uae30\uc220 \ub3c4\uad6c\uc758 \ub3c4\uc785, \uc870\uc9c1 \ub0b4\ubd80\uc758 \ud611\uc5c5 \uccb4\uacc4, \uadf8\ub9ac\uace0 \uc9c0\uc18d\uc801\uc778 \uc6b4\uc601 \ubc0f \uac1c\uc120 \ud65c\ub3d9\uc774 \uc5b4\uc6b0\ub7ec\uc838\uc57c\ub9cc \uc131\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ubc94 \uc0ac\ub840\uc640 \uad6c\uccb4\uc801 \uc804\ub7b5\uc740 \ud5a5\ud6c4 \ub514\uc9c0\ud138 \uc804\ud658 \ubc0f IT \ud601\uc2e0 \uacfc\uc815\uc5d0\uc11c \ubaa8\ub4e0 \uae30\uc5c5\ub4e4\uc774 \ubc18\ub4dc\uc2dc \uace0\ub824\ud574\uc57c \ud560 \ud575\uc2ec \uc694\uc18c\uc784\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<h2 id=\"%ea%b0%95%eb%a0%a5%ed%95%9c-%ec%9a%94%ec%95%bd-%eb%b0%8f-%ea%b2%b0%eb%a1%a0-BeKbkHAjmH\">\uac15\ub825\ud55c \uc694\uc57d \ubc0f \uacb0\ub860<\/h2>\n<p>\uc9c0\uae08\uae4c\uc9c0 \ubcf8 \uae00\uc5d0\uc11c\ub294 MSA \uae30\ubc18 \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c \uc804\ub7b5\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\ub294 \ubd84\uc11d\uacfc \ub2e4\uc591\ud55c \uc0ac\ub840 \uc5f0\uad6c\ub97c \ubc14\ud0d5\uc73c\ub85c \uc124\uba85\ud574 \ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uccab \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c\uc758 \uac1c\ub150, \ud544\uc694\uc131, \uadf8\ub9ac\uace0 \uace0\uac1d \uc2e0\ub8b0\ub3c4\uc640 \uc11c\ube44\uc2a4 \uc5f0\uc18d\uc131 \ubcf4\uc7a5\uc758 \uc911\uc694\uc131\uc744 \ub17c\uc758\ud558\uc600\uace0, \ub450 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 API \uac8c\uc774\ud2b8\uc6e8\uc774, \ud68c\ub85c \ucc28\ub2e8\uae30, \uba54\uc2dc\uc9c0 \ud050, \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1 \ub4f1 \uae30\uc220\uc801 \uc804\ub7b5\uc744 \uad6c\uccb4\uc801\uc73c\ub85c \uc18c\uac1c\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc138 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \uc7ac\uc2dc\uc791, \ub864\ubc31, \ub370\uc774\ud130 \ubcf5\uad6c, \ucf54\ub4dc \ub0b4\ubd80 \uc608\uc678 \ucc98\ub9ac \ubc0f \ubcf5\uad6c \uc790\ub3d9\ud654 \ub4f1\uc758 \uad6c\uccb4\uc801\uc778 \ubcf5\uad6c \uae30\ubc95\uacfc \uad6c\ud604 \ubc29\uc548\uc744 \ub2e4\ub8e8\uc5c8\uc73c\uba70, \ub124 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \uae08\uc735, \uc804\uc790\uc0c1\uac70\ub798, \ud5ec\uc2a4\ucf00\uc5b4, \ubbf8\ub514\uc5b4 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc758 \uad6c\uccb4\uc801 \uc0ac\ub840\uc640 \ubaa8\ubc94 \uc0ac\ub840\ub97c \ud1b5\ud574 \uc131\uacf5 \uc694\uc778\uc744 \ubd84\uc11d\ud55c \ubc14 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, MSA \ud658\uacbd\uc5d0\uc11c \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c \uc804\ub7b5\uc740 \ub2e8\uc21c\ud55c \uae30\uc220\uc801\uc778 \ubb38\uc81c\uac00 \uc544\ub2c8\ub77c \uae30\uc5c5\uc758 \ube44\uc988\ub2c8\uc2a4 \uc5f0\uc18d\uc131\uacfc \uace0\uac1d \uc2e0\ub8b0\ub3c4\ub97c \uc2e4\ud604\ud558\uae30 \uc704\ud55c \ud544\uc218\uc801 \uc694\uc18c\uc785\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uc758 \ub3c5\ub9bd\uc131\uc744 \uc720\uc9c0\ud558\uace0, \uc790\ub3d9\ud654\ub41c \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4 \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud568\uc73c\ub85c\uc368, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc\uc5d0\ub3c4 \uc2dc\uc2a4\ud15c\uc758 \uc804\uccb4\uc801\uc778 \uc548\uc815\uc131\uacfc \uc2e0\uc18d\ud55c \ubcf5\uad6c\uac00 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \uc2e4\uc81c \uc0ac\ub840\uc5d0\uc11c \ubcf4\ub4ef\uc774, \uccb4\uacc4\uc801\uc778 \uc7a5\uc560 \ub300\uc751 \uc804\ub7b5\uc744 \ud1b5\ud574 \ud3c9\uade0 \ubcf5\uad6c \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uace0 \uc11c\ube44\uc2a4 \ub2e4\uc6b4\ud0c0\uc784\uc744 \ucd5c\uc18c\ud654\ud558\ub294 \uac83\uc774 \uae30\uc5c5\uc758 \uacbd\uc7c1\ub825\uc744 \ub192\uc774\ub294 \ud575\uc2ec \uc694\uc778\uc73c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574\uc11c\ub294 \uc9c0\uc18d\uc801\uc778 \ubaa8\uc758 \ud6c8\ub828, \uc608\uc678 \ucc98\ub9ac \uac15\ud654, \ucf54\ub4dc \ub808\ubca8\uc758 \uc790\ub3d9\ud654 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc870\uc9c1 \ub0b4 DevOps \ubb38\ud654\uc640 \ud611\uc5c5 \uccb4\uacc4\ub97c \uc815\ucc29\uc2dc\ud0a4\ub294 \ub4f1\uc758 \ub2e4\uac01\uc801\uc778 \ub178\ub825\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc55e\uc73c\ub85c IT \ud658\uacbd\uc740 \ub354\uc6b1 \ubcf5\uc7a1\ud574\uc9c0\uace0, \uc7a5\uc560 \ubc1c\uc0dd \uac00\ub2a5\uc131 \ub610\ud55c \uc99d\uac00\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \uae30\uc5c5\ub4e4\uc740 MSA\ub97c \ud1b5\ud55c \uc7a5\uc560 \uaca9\ub9ac \ubc0f \ubcf5\uad6c \uc804\ub7b5\uc758 \uc911\uc694\uc131\uc744 \uc7ac\uc778\uc2dd\ud558\uace0, \uae30\uc874 \uc2dc\uc2a4\ud15c\uc758 \ucde8\uc57d\uc810\uc744 \ubcf4\uc644\ud558\uba70 \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc774\ub8e8\uc5b4 \ub098\uac00\uc57c \ud560 \uac83\uc785\ub2c8\ub2e4. \ucd5c\uc2e0 \uae30\uc220 \ub3d9\ud5a5\uacfc \uc0ac\ub840 \uc5f0\uad6c\ub97c \uc801\uadf9 \ubc18\uc601\ud558\uc5ec, \uc790\ub3d9\ud654 \ubc0f \uc2e4\uc2dc\uac04 \ub300\uc751 \uccb4\uacc4\ub97c \uad6c\ucd95\ud558\ub294 \uac83\uc774 \ubb34\uc5c7\ubcf4\ub2e4 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ubcf8 \uae00\uc5d0\uc11c \uc81c\uc2dc\ud55c \ubc29\uc548\uacfc \uc0ac\ub840\ub4e4\uc740 \uc7a5\uc560 \uc0c1\ud669\uc5d0\uc11c \ube60\ub978 \ud68c\ubcf5\uacfc \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc744 \ucd94\uc9c4\ud560 \uc218 \uc788\ub294 \uc2e4\uc9c8\uc801\uc778 \uac00\uc774\ub4dc\ub77c\uc778\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac01 \uae30\uc5c5\uc740 \uc790\uc0ac\uc758 \ud2b9\uc131\uacfc \ud658\uacbd\uc5d0 \ub9de\ucd94\uc5b4 \uc774\ub4e4 \uc804\ub7b5\uc744 \uc120\ud0dd\ud558\uace0 \uc870\ud569\ud568\uc73c\ub85c\uc368, \uace0\uac1d\uc5d0\uac8c \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc885\ud569\uc801\uc73c\ub85c, \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c \uc804\ub7b5\uc740 \uae30\uc220, \ud504\ub85c\uc138\uc2a4, \uc870\uc9c1 \ubb38\ud654\uac00 \uc720\uae30\uc801\uc73c\ub85c \uacb0\ud569\ud560 \ub54c \uadf8 \uc9c4\uac00\ub97c \ubc1c\ud718\ud558\uba70, \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \uc608\uc0c1\uce58 \ubabb\ud55c \uc7a5\uc560 \uc0c1\ud669\uc5d0\uc11c\ub3c4 \uc548\uc815\uc131\uc744 \uc720\uc9c0\ud558\uace0, \ub354 \ub098\uc544\uac00 \ube44\uc988\ub2c8\uc2a4\uc758 \uc9c0\uc18d \uac00\ub2a5\uc131\uacfc \ud601\uc2e0\uc744 \uc120\ub3c4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub530\ub77c\uc11c, \uc624\ub298\ub0a0\uc758 \uae09\ubcc0\ud558\ub294 IT \ud658\uacbd\uc5d0\uc11c \uc7a5\uc560 \uaca9\ub9ac \ubc0f \ubcf5\uad6c \uc804\ub7b5\uc740 \ub2e8\uc21c\ud55c \uc120\ud0dd\uc774 \uc544\ub2c8\ub77c \ud544\uc218\uc801\uc778 \uacbd\uc7c1\ub825 \uc694\uc18c\uc784\uc744 \uba85\uc2ec\ud558\uace0, \uc804\ub7b5\uc801\uc774\uace0 \uccb4\uacc4\uc801\uc778 \uc811\uadfc\uc744 \ud1b5\ud574 \ubaa8\ub4e0 \uc11c\ube44\uc2a4\uac00 \uc548\uc815\uc801\uc774\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub3c4\ub85d \uad00\ub9ac\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, MSA\ub97c \ud1b5\ud55c \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c \uc804\ub7b5\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ud575\uc2ec \ud3ec\uc778\ud2b8\ub85c \uc815\ub9ac\ub429\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uc11c\ube44\uc2a4 \uac04 \ub3c5\ub9bd\uc131\uacfc \uc815\ud655\ud55c \uacbd\uacc4 \uc124\uc815<\/li>\n<li>\uc790\ub3d9\ud654\ub41c \uc7a5\uc560 \uac10\uc9c0, \ud68c\ub85c \ucc28\ub2e8\uae30 \ubc0f \ubcf5\uad6c \ud504\ub85c\uc138\uc2a4 \uad6c\ucd95<\/li>\n<li>\ub370\uc774\ud130 \ubc31\uc5c5 \ubc0f \ubcf5\uad6c, \uce90\uc2dc \ub3d9\uae30\ud654\uc640 \uac19\uc740 \ub370\uc774\ud130 \uc911\uc2ec \ubcf5\uad6c \uae30\ubc95<\/li>\n<li>\ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1\uacfc \ubb34\uc911\ub2e8 \ubc30\ud3ec\ub85c \uc2e0\uc18d\ud55c \ub300\uc751 \uccb4\uacc4 \ub9c8\ub828<\/li>\n<li>\uc815\uae30\uc801 \ubaa8\uc758 \ud6c8\ub828\uacfc \uc0ac\ud6c4 \ubd84\uc11d\uc744 \ud1b5\ud55c \uc9c0\uc18d\uc801 \uac1c\uc120<\/li>\n<\/ul>\n<p>\uc774\uc640 \uac19\uc774, \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c\ub294 \ub2e8\uc77c \uc11c\ube44\uc2a4\uc758 \uc548\uc815\uc131 \ud5a5\uc0c1\uc744 \ub118\uc5b4\uc11c \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc2e0\ub8b0\uc131\uacfc \ube44\uc988\ub2c8\uc2a4 \uc5f0\uc18d\uc131\uc744 \uc9c0\ud0a4\ub294 \ud575\uc2ec \uc804\ub7b5\uc785\ub2c8\ub2e4. \uac01 \uc870\uc9c1\uc740 \uc774\ub97c \ud1b5\ud574 \uace0\uac1d\ub9cc\uc871\ub3c4\ub97c \uadf9\ub300\ud654\ud558\uace0, \uacbd\uc7c1\uc801\uc778 \uc2dc\uc7a5\uc5d0\uc11c \uc6b0\uc704\ub97c \ud655\ubcf4\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc55e\uc73c\ub85c \ub354\uc6b1 \ubc1c\uc804\ud560 \uae30\uc220 \ud658\uacbd \uc18d\uc5d0\uc11c, \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c \uc804\ub7b5\uc758 \uc5ed\ud560\uc740 \ub354\uc6b1 \uc911\uc694\ud574\uc9c8 \uac83\uc774\uba70, \uc774\ub97c \uc704\ud55c \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c, \ud22c\uc790, \uadf8\ub9ac\uace0 \ubaa8\ubc94 \uc0ac\ub840 \uacf5\uc720\uac00 \ud65c\ubc1c\ud788 \uc774\ub8e8\uc5b4\uc838\uc57c \ud569\ub2c8\ub2e4. \uc5ec\ub7ec\ubd84\uc758 \uc870\uc9c1\ub3c4 \uc774\ub7ec\ud55c \uc804\ub7b5\ub4e4\uc744 \ucc44\ud0dd\ud558\uc5ec \uc548\uc815\uc801\uc774\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc11c\ube44\uc2a4\ub97c \uad6c\ucd95\ud574 \ub098\uac00\uc2dc\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uae00\uc774 \uc81c\uacf5\ud55c \uc2ec\ub3c4 \uc788\ub294 \ubd84\uc11d\uacfc \uc0ac\ub840 \uc5f0\uad6c\uac00 \ub3c5\uc790 \uc5ec\ub7ec\ubd84\uaed8 \uc720\uc775\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud558\uc600\uae30\ub97c \ubc14\ub77c\uba70, \uc548\uc815\uc801\uc774\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc744 \uc704\ud55c \uc804\ub7b5 \uc218\ub9bd\uc5d0 \ud070 \ub3c4\uc6c0\uc774 \ub418\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4.<\/p>\n<p>\ucd1d\uccb4\uc801\uc73c\ub85c, \ubcf8 \uae00\uc740 MSA \ud658\uacbd\uc5d0\uc11c \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c\uc5d0 \uad00\ud55c \ucd5c\uc2e0 \ub3d9\ud5a5\uacfc \ubaa8\ubc94 \uc0ac\ub840\ub97c \uc885\ud569\uc801\uc73c\ub85c 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