{"id":55588,"date":"2025-03-11T21:12:05","date_gmt":"2025-03-11T12:12:05","guid":{"rendered":"https:\/\/m9js.shop\/blog\/development\/decoupling-between-services-msa-design-principles-that-increase-independence"},"modified":"2025-03-11T21:12:08","modified_gmt":"2025-03-11T12:12:08","slug":"decoupling-between-services-msa-design-principles-that-increase-independence","status":"publish","type":"post","link":"https:\/\/m9js.shop\/blog\/development\/decoupling-between-services-msa-design-principles-that-increase-independence","title":{"rendered":"\uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1: \ub3c5\ub9bd\uc131\uc744 \ub192\uc774\ub294 MSA \uc124\uacc4 \uc6d0\uce59"},"content":{"rendered":"<ul class=\"toc_post_list\">\n<li>\n<h2>\ubaa9\ucc28<\/h2>\n<ul>\n<li><a href=\"#%ec%84%9c%eb%b9%84%ec%8a%a4-%ea%b0%84-%eb%94%94%ec%bb%a4%ed%94%8c%eb%a7%81-%eb%8f%85%eb%a6%bd%ec%84%b1%ec%9d%84-%eb%86%92%ec%9d%b4%eb%8a%94-msa-%ec%84%a4%ea%b3%84-%ec%9b%90%ec%b9%99-IYgMLiMXhT\">\uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1: \ub3c5\ub9bd\uc131\uc744 \ub192\uc774\ub294 MSA \uc124\uacc4 \uc6d0\uce59<\/a><\/li>\n<li><a href=\"#1-msa%ec%9d%98-%ea%b8%b0%eb%b3%b8-%ea%b0%9c%eb%85%90%ea%b3%bc-%ec%84%9c%eb%b9%84%ec%8a%a4-%eb%94%94%ec%bb%a4%ed%94%8c%eb%a7%81%ec%9d%98-%ec%a4%91%ec%9a%94%ec%84%b1-IYgMLiMXhT\">1. MSA\uc758 \uae30\ubcf8 \uac1c\ub150\uacfc \uc11c\ube44\uc2a4 \ub514\ucee4\ud50c\ub9c1\uc758 \uc911\uc694\uc131<\/a><\/li>\n<li><a href=\"#2-%eb%94%94%ec%bb%a4%ed%94%8c%eb%a7%81%ec%9d%98-%ea%b5%ac%ed%98%84-%ec%a0%84%eb%9e%b5%ea%b3%bc-%ea%b8%b0%ec%88%a0%ec%a0%81-%ec%a0%91%ea%b7%bc%eb%b2%95-IYgMLiMXhT\">2. \ub514\ucee4\ud50c\ub9c1\uc758 \uad6c\ud604 \uc804\ub7b5\uacfc \uae30\uc220\uc801 \uc811\uadfc\ubc95<\/a><\/li>\n<li><a href=\"#3-%ec%8b%a4%ec%a0%9c-%ec%82%ac%eb%a1%80-%eb%b0%8f-%ec%84%b1%ea%b3%b5%ec%a0%81%ec%9d%b8-%eb%94%94%ec%bb%a4%ed%94%8c%eb%a7%81-%ea%b5%ac%ed%98%84-%ec%82%ac%eb%a1%80-%ec%97%b0%ea%b5%ac-IYgMLiMXhT\">3. \uc2e4\uc81c \uc0ac\ub840 \ubc0f \uc131\uacf5\uc801\uc778 \ub514\ucee4\ud50c\ub9c1 \uad6c\ud604 \uc0ac\ub840 \uc5f0\uad6c<\/a><\/li>\n<li><a href=\"#4-%eb%af%b8%eb%9e%98-%ec%a0%84%eb%a7%9d%ea%b3%bc-msa-%ed%99%98%ea%b2%bd%ec%97%90%ec%84%9c%ec%9d%98-%eb%94%94%ec%bb%a4%ed%94%8c%eb%a7%81-%eb%b0%9c%ec%a0%84-%eb%b0%a9%ed%96%a5-IYgMLiMXhT\">4. \ubbf8\ub798 \uc804\ub9dd\uacfc MSA \ud658\uacbd\uc5d0\uc11c\uc758 \ub514\ucee4\ud50c\ub9c1 \ubc1c\uc804 \ubc29\ud5a5<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h1 id=\"%ec%84%9c%eb%b9%84%ec%8a%a4-%ea%b0%84-%eb%94%94%ec%bb%a4%ed%94%8c%eb%a7%81-%eb%8f%85%eb%a6%bd%ec%84%b1%ec%9d%84-%eb%86%92%ec%9d%b4%eb%8a%94-msa-%ec%84%a4%ea%b3%84-%ec%9b%90%ec%b9%99-IYgMLiMXhT\">\uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1: \ub3c5\ub9bd\uc131\uc744 \ub192\uc774\ub294 MSA \uc124\uacc4 \uc6d0\uce59<\/h1>\n<p><img decoding=\"async\" src=\"https:\/\/m9js.shop\/blog\/wp-content\/uploads\/2025\/03\/ec849cebb984ec8aa4-eab084-eb9494ecbba4ed948ceba781-eb8f85eba6bdec84b1ec9d84-eb8692ec9db4eb8a94-msa-ec84a4eab384-ec9b90ecb999.jpeg\" alt=\"\uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1: \ub3c5\ub9bd\uc131\uc744 \ub192\uc774\ub294 MSA \uc124\uacc4 \uc6d0\uce59\" \/><\/p>\n<p>\uc624\ub298\ub0a0 \uae09\ubcc0\ud558\ub294 \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uacfc \ub514\uc9c0\ud138 \uc804\ud658\uc758 \ubb3c\uacb0 \uc18d\uc5d0\uc11c, \uae30\uc5c5\ub4e4\uc740 \ubcf4\ub2e4 \ubbfc\ucca9\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc2dc\uc2a4\ud15c \uc544\ud0a4\ud14d\ucc98\ub97c \ud544\uc694\ub85c \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. MSA(\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98)\ub294 \uc774\ub7ec\ud55c \uc694\uad6c\ub97c \ucda9\uc871\uc2dc\ud0a4\uae30 \uc704\ud55c \ud574\ubc95 \uc911 \ud558\ub098\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc73c\uba70, \uadf8 \ud575\uc2ec \uc6d0\ub9ac \uc911 \ud558\ub098\uc778 \uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1\uc740 \uc2dc\uc2a4\ud15c\uc758 \ub3c5\ub9bd\uc131\uacfc \uc720\uc5f0\uc131\uc744 \uadf9\ub300\ud654\uc2dc\ucf1c\uc90d\ub2c8\ub2e4.<\/p>\n<p>\uc11c\ube44\uc2a4 \uac04\uc758 \uc758\uc874\ub3c4\ub97c \ucd5c\uc18c\ud654 \ud568\uc73c\ub85c\uc368 \uac01 \uc11c\ube44\uc2a4\ub294 \ub3c5\uc790\uc801\uc73c\ub85c \uac1c\ubc1c, \ubc30\ud3ec, \uc6b4\uc601\ub420 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \uc7a5\uc560\uc758 \uc804\ud30c\ub97c \ubc29\uc9c0\ud558\uace0 \uc720\uc9c0\ubcf4\uc218\ub97c \ubcf4\ub2e4 \ud6a8\uacfc\uc801\uc73c\ub85c \ub9cc\ub4e4\uc5b4 \uc90d\ub2c8\ub2e4. \ubcf8 \uac8c\uc2dc\uae00\uc5d0\uc11c\ub294 \u2018\uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1: \ub3c5\ub9bd\uc131\uc744 \ub192\uc774\ub294 MSA \uc124\uacc4 \uc6d0\uce59\u2019\uc774\ub77c\ub294 \uc8fc\uc81c\ub97c \uc911\uc2ec\uc73c\ub85c, MSA\uac00 \ubb34\uc5c7\uc774\uba70 \uc65c \uc911\uc694\ud55c\uc9c0, \uadf8\ub9ac\uace0 \uad6c\uccb4\uc801\uc73c\ub85c \uc5b4\ub5bb\uac8c \ub514\ucee4\ud50c\ub9c1\uc744 \ub2ec\uc131\ud560 \uc218 \uc788\ub294\uc9c0\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc544\uc6b8\ub7ec, \uc774 \uac8c\uc2dc\uae00\uc740 \uc2e4\uc81c \uc0ac\ub840, \ud1b5\uacc4 \ub370\uc774\ud130, \uadf8\ub9ac\uace0 \ucf54\ub4dc \uc608\uc81c\ub97c \ud1b5\ud574 \uc774\ub860\uacfc \uc2e4\ubb34\ub97c \uc5f0\uacb0\ud558\ub294 \ub2e4\ub9ac \uc5ed\ud560\uc744 \ud560 \uac83\uc785\ub2c8\ub2e4. \ub610\ud55c, \uc5ec\ub7ec \uac01\ub3c4\uc5d0\uc11c \ub514\ucee4\ud50c\ub9c1\uc758 \uad6c\ud604 \uc804\ub7b5\uacfc \uae30\uc220\uc801 \uc811\uadfc\ubc95, \uc2e4\uc81c \uc131\uacf5 \uc0ac\ub840 \ubc0f \ubbf8\ub798 \ubc1c\uc804 \ubc29\ud5a5\uc5d0 \ub300\ud574 \ub17c\uc758\ud558\uba74\uc11c, \ub3c5\uc790\ub4e4\uc774 MSA \ud658\uacbd\uc5d0\uc11c \ub514\ucee4\ud50c\ub9c1\uc758 \ud6a8\uacfc\ub97c \uadf9\ub300\ud654\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc744 \ubaa8\uc0c9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\ub4dc\ub9b4 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \uae00\uc740 \ub124 \uac1c\uc758 \uc8fc\uc694 \uc139\uc158\uc73c\ub85c \uad6c\uc131\ub418\uba70, \uac01\uac01\uc758 \uc139\uc158\uc740 \ucd5c\uc18c 5,000\uc790 \ubd84\ub7c9\uc758 \uae4a\uc774 \uc788\ub294 \uc804\ubb38\uc131\uc744 \ub2f4\uc740 \ub0b4\uc6a9\uc73c\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uc139\uc158\uc740 10\uac1c \uc774\uc0c1\uc758 \ubb38\ub2e8\uc73c\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\uc73c\uba70, \uba85\ud655\ud55c \uc81c\ubaa9 \ud0dc\uadf8\uc640 \ud568\uaed8 \ub3c5\uc790\uac00 \uc27d\uac8c \ub0b4\uc6a9\uc744 \ud30c\uc545\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc544\ub798\uc758 \ub0b4\uc6a9\uc744 \ud1b5\ud574, \uc6b0\ub9ac\ub294 \uc6b0\uc120 MSA\uc758 \uae30\ubcf8 \uac1c\ub150\uacfc \uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1\uc758 \uc911\uc694\uc131\uc744 \uc9da\uc5b4\ubcf4\uace0, \uc774\uc5b4\uc11c \uad6c\uccb4\uc801 \uad6c\ud604 \uc804\ub7b5\uacfc \uae30\uc220\uc801 \uc811\uadfc\ubc95, \ub2e4\uc591\ud55c \uc0ac\ub840\ub4e4\uc744 \uc2ec\uce35\uc801\uc73c\ub85c \ubd84\uc11d\ud560 \uac83\uc785\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ubbf8\ub798 \uc9c0\ud5a5\uc801\uc778 \uad00\uc810\uc5d0\uc11c MSA \ud658\uacbd\uc5d0\uc11c\uc758 \ub514\ucee4\ud50c\ub9c1 \ubc1c\uc804 \ubc29\ud5a5\uc744 \uc608\uce21\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uadfc \uc5c5\uacc4\uc758 \ud1b5\uacc4\uc5d0 \ub530\ub974\uba74, \ub514\uc9c0\ud138 \uc804\ud658\uc744 \ucd94\uc9c4\ud558\ub294 \uae30\uc5c5\uc758 70% \uc774\uc0c1\uc774 MSA \ub3c4\uc785\uc5d0 \ub300\ud55c \uae0d\uc815\uc801 \ubc18\uc751\uc744 \ubcf4\uc774\uace0 \uc788\uc73c\uba70, \uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uad6c\ud604\ud55c \uae30\uc5c5\ub4e4\uc740 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ud3c9\uade0 \ubcf5\uad6c \uc2dc\uac04\uc774 40% \uc774\uc0c1 \ub2e8\ucd95\ub418\uc5c8\ub2e4\uace0 \ubcf4\uace0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc218\uce58\ub294 \ub514\ucee4\ud50c\ub9c1\uc758 \uc911\uc694\uc131\uc744 \uc785\uc99d\ud558\ub294 \ud55c\ud3b8, \ud5a5\ud6c4 \uc2dc\uc2a4\ud15c \uc124\uacc4 \ubc29\ud5a5\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ubcf8 \uae00\uc5d0\uc11c \ub2e4\ub8e8\ub294 \uac01 \uc139\uc158\uc740 MSA \uc124\uacc4 \uc6d0\uce59\uc744 \uc774\ud574\ud558\uae30 \uc704\ud55c \uc774\ub860\uc801 \uae30\ubc18\ubfd0 \uc544\ub2c8\ub77c, \uc2e4\uc81c \ud604\uc5c5\uc5d0\uc11c\uc758 \uc801\uc6a9 \uc0ac\ub840\ub97c \ud1b5\ud574 \uadf8 \uc720\ud6a8\uc131\uc744 \uac80\uc99d\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uadfc \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc2dc\ub300\uc5d0 \ubc1c\ub9de\ucd94\uc5b4 MSA\ub97c \ub3c4\uc785\ud55c \ub2e4\uc218\uc758 \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc774 \uc5bb\uc740 \uc131\uacf5 \uc0ac\ub840\ub294 \ud5a5\ud6c4 \uc911\uc18c\uaddc\ubaa8 \uae30\uc5c5\uc5d0\uc11c\ub3c4 \ub514\ucee4\ud50c\ub9c1\uc744 \ud1b5\ud55c \uc774\uc810\uc744 \uacbd\ud5d8\ud560 \uc218 \uc788\ub294 \ucda9\ubd84\ud55c \uadfc\uac70\uac00 \ub429\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc774 \ubcf8 \uac8c\uc2dc\uae00\uc740 \ub2e8\uc21c\ud55c \uc774\ub860\uc758 \ub098\uc5f4\uc744 \ub118\uc5b4, \uc2e4\uc81c \uc0ac\ub840 \ubc0f \ucd5c\uc2e0 \uc5f0\uad6c \uacb0\uacfc\ub97c \ud1a0\ub300\ub85c \ud55c \uc2e4\uc9c8\uc801\uc778 \uac00\uc774\ub4dc\ub97c \uc81c\uacf5\ud560 \uc608\uc815\uc785\ub2c8\ub2e4. \ub3c5\uc790 \uc5ec\ub7ec\ubd84\uaed8\uc11c\ub294 \ubcf8 \uae00\uc744 \ud1b5\ud574 \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \uc758\uc874\ub3c4\ub97c \uc904\uc774\uba74\uc11c\ub3c4 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \ud1b5\ud569\ub41c \ud488\uc9c8\uc744 \uc720\uc9c0\ud558\ub294 \ubc29\ubc95\uc744 \ubc30\uc6b0\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>    <\/p>\n<h2 id=\"1-msa%ec%9d%98-%ea%b8%b0%eb%b3%b8-%ea%b0%9c%eb%85%90%ea%b3%bc-%ec%84%9c%eb%b9%84%ec%8a%a4-%eb%94%94%ec%bb%a4%ed%94%8c%eb%a7%81%ec%9d%98-%ec%a4%91%ec%9a%94%ec%84%b1-IYgMLiMXhT\">1. MSA\uc758 \uae30\ubcf8 \uac1c\ub150\uacfc \uc11c\ube44\uc2a4 \ub514\ucee4\ud50c\ub9c1\uc758 \uc911\uc694\uc131<\/h2>\n<p>MSA(\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98)\ub294 \ub2e8\uc77c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc5ec\ub7ec \uac1c\uc758 \ub3c5\ub9bd\ub41c \uc11c\ube44\uc2a4\ub85c \ubd84\ub9ac\ud558\uc5ec \uad6c\uc131\ud558\ub294 \uc124\uacc4 \ud328\ub7ec\ub2e4\uc784\uc785\ub2c8\ub2e4. \uc774 \uac1c\ub150\uc740 \uae30\uc874\uc758 \ubaa8\ub180\ub9ac\uc2dd \uc544\ud0a4\ud14d\ucc98\uc640 \ub2ec\ub9ac \uac01 \uc11c\ube44\uc2a4\uac00 \ud2b9\uc815 \uae30\ub2a5\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c5\ub9bd\uc801\uc774\uace0 \uc790\uc728\uc801\uc73c\ub85c \uc6b4\uc601\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubd84\uc0b0\ub41c \uad6c\uc870\ub294 \uc11c\ube44\uc2a4 \uac04\uc758 \uc0c1\ud638 \uc791\uc6a9\uc744 \uba85\ud655\ud788 \ud558\uace0, \ubcf5\uc7a1\uc131\uc744 \ub0ae\ucd94\uba70, \ube60\ub978 \ubc30\ud3ec\uc640 \uc720\uc5f0\ud55c \ud655\uc7a5\uc774 \uac00\ub2a5\ud558\ub3c4\ub85d \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc874\uc758 \ubaa8\ub180\ub9ac\uc2dd \uad6c\uc870\uc5d0\uc11c\ub294 \ubaa8\ub4e0 \uad6c\uc131 \uc694\uc18c\uac00 \ud558\ub098\uc758 \ucf54\ub4dc \ubca0\uc774\uc2a4\uc5d0 \ud1b5\ud569\ub418\uc5b4 \uc788\uc5b4, \ud55c \ubd80\ubd84\uc758 \uc7a5\uc560\uac00 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc558\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 \ubc18\ud574, MSA\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ub3d9\uc791\ud558\ubbc0\ub85c \ud2b9\uc815 \uc11c\ube44\uc2a4\uc5d0 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud558\ub354\ub77c\ub3c4 \uc774\ub97c \ube60\ub974\uac8c \uaca9\ub9ac\ud558\uace0 \ubcf5\uad6c\ud560 \uc218 \uc788\ub294 \uc7a5\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c5\ub9bd\uc131\uc740 \uc7a5\uc560 \uc804\ud30c\ub97c \ub9c9\uace0, \uc131\ub2a5 \uc800\ud558\ub098 \ubcf4\uc548 \uc704\ud611\uc774 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\uc9c0 \uc54a\ub3c4\ub85d \ud558\ub294 \ub370 \ud070 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n<p>MSA\uc5d0\uc11c\uc758 \ub514\ucee4\ud50c\ub9c1\uc740 \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \ub192\uc740 \ub3c5\ub9bd\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \ud575\uc2ec \uc124\uacc4 \uc6d0\uce59\uc73c\ub85c, \uc11c\ube44\uc2a4\ub4e4\uc774 \uc11c\ub85c \uc758\uc874\ud558\uc9c0 \uc54a\uace0 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubc30\ud3ec\ub418\uace0 \uc6b4\uc601\ub418\ub3c4\ub85d \ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \ub514\ucee4\ud50c\ub9c1 \ub41c \uc11c\ube44\uc2a4\ub294 \uc778\ud130\ud398\uc774\uc2a4\ub098 API\ub97c \ud1b5\ud574 \ud544\uc694\ud55c \uc815\ubcf4\ub9cc\uc744 \uc8fc\uace0\ubc1b\uc73c\uba70, \ub0b4\ubd80 \uad6c\ud604 \ubc29\uc2dd\uc740 \uc11c\ub85c \uac10\ucdb0\uc9d1\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc11c\ube44\uc2a4 \uac04\uc758 \uacb0\ud569\ub3c4\ub97c \ub0ae\ucd94\uace0, \ubcc0\ud654\uc5d0 \ub530\ub978 \uc601\ud5a5\ub3c4\ub97c \ucd5c\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1\uc758 \uc774\uc810\uc744 \uad6c\uccb4\uc801\uc73c\ub85c \uc0b4\ud3b4\ubcf4\uba74, \uccab \ubc88\uc9f8\ub294 \uc720\uc9c0\ubcf4\uc218\uc758 \uc6a9\uc774\uc131\uc785\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc791\ub3d9\ud558\uae30 \ub54c\ubb38\uc5d0 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud55c \uacbd\uc6b0 \ud574\ub2f9 \uc11c\ube44\uc2a4\ub9cc \uc218\uc815\ud558\uac70\ub098 \uc5c5\ub370\uc774\ud2b8\ud560 \uc218 \uc788\uc73c\uba70, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \uc8fc\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uac1c\ubc1c \uc8fc\uae30\ub97c \ud06c\uac8c \ub2e8\ucd95\uc2dc\ud0a4\uba70, \ube60\ub978 \uae30\ub2a5 \uac1c\uc120\uacfc \ube60\ub978 \uc2dc\uc7a5 \ub300\uc751\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<p>\ub450 \ubc88\uc9f8\ub85c, \ub514\ucee4\ud50c\ub9c1\uc740 \ud300 \uac04\uc758 \ub3c5\ub9bd\uc801\uc778 \uac1c\ubc1c \ubc0f \uc6b4\uc601\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c\ub294 \uc5ec\ub7ec \ud300\uc774 \ub3d9\uc2dc\uc5d0 \uc791\uc5c5\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \ub9cc\uc57d \uc11c\ube44\uc2a4 \uac04 \uc758\uc874\ub3c4\uac00 \ub192\ub2e4\uba74 \ud55c \ud300\uc758 \ubcc0\uacbd\uc774 \ub2e4\ub978 \ud300\uc5d0\uac8c \uc27d\uac8c \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218\ubc16\uc5d0 \uc5c6\uc2b5\ub2c8\ub2e4. \ubc18\uba74, \ub514\ucee4\ud50c\ub9c1\ub41c \ud658\uacbd\uc5d0\uc11c\ub294 \uac01 \ud300\uc774 \ub3c5\uc790\uc801\uc73c\ub85c \uc791\uc5c5\uc744 \uc9c4\ud589\ud560 \uc218 \uc788\uc5b4 \uc804\uccb4\uc801\uc778 \uc6b4\uc601 \ud6a8\uc728\uc131\uc774 \ud06c\uac8c \ud5a5\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc138 \ubc88\uc9f8\ub85c\ub294 \ud655\uc7a5\uc131\uacfc \uc720\uc5f0\uc131\uc785\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ud655\uc7a5\ub420 \uc218 \uc788\uc73c\ubbc0\ub85c, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc744 \uc7ac\uc124\uacc4\ud558\uc9c0 \uc54a\uace0\ub3c4 \ud2b9\uc815 \uae30\ub2a5\uc774\ub098 \uc131\ub2a5\uc758 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \ud574\uc18c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud2b8\ub798\ud53d\uc774 \ub9ce\uc740 \uc8fc\ubb38 \ucc98\ub9ac \uc11c\ube44\uc2a4\ub9cc \uac1c\ubcc4\uc801\uc73c\ub85c \ud655\uc7a5\ud558\uc5ec \ub192\uc740 \ubd80\ud558\ub97c \uac10\ub2f9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ub514\ucee4\ud50c\ub9c1\uc740 \uae30\uc220 \uc2a4\ud0dd\uc758 \ub2e4\uc591\uc131\uc744 \ud5c8\uc6a9\ud569\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\ub294 \uc790\uc2e0\uc5d0\uac8c \uac00\uc7a5 \uc801\ud569\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub098 \ud504\ub808\uc784\uc6cc\ud06c, \ub370\uc774\ud130 \uc800\uc7a5\uc18c\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \ucd5c\uc2e0 \uae30\uc220 \ub3c4\uc785 \ubc0f \ube60\ub978 \ud504\ub85c\ud1a0\ud0c0\uc774\ud551\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \uc774\ub97c \ud1b5\ud574 \uae30\uc874 \uc2dc\uc2a4\ud15c\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uace0, \ud601\uc2e0\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \ube60\ub974\uac8c \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc11c\ube44\uc2a4 \ub514\ucee4\ud50c\ub9c1\uc740 \ub610\ud55c \ubcf4\uc548 \uce21\uba74\uc5d0\uc11c\ub3c4 \ud070 \uc7a5\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\uba74, \ud2b9\uc815 \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \ubcf4\uc548 \uc704\ud611\uc774 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ud655\uc0b0\ub418\ub294 \uc704\ud5d8\uc774 \uc904\uc5b4\ub4ed\ub2c8\ub2e4. API \uac8c\uc774\ud2b8\uc6e8\uc774 \ubc0f \uc11c\ube44\uc2a4 \uba54\uc2dc\uc640 \uac19\uc740 \uae30\uc220\uc740 \uc11c\ube44\uc2a4 \uac04 \ud1b5\uc2e0\uc744 \uc548\uc804\ud558\uac8c \uad00\ub9ac\ud558\uba70, \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc2e0\uc18d\ud558\uac8c \ud0d0\uc9c0\ud558\uace0 \ub300\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uadfc \uc5c5\uacc4\uc5d0\uc11c\ub294 MSA \ub3c4\uc785\uacfc \ud568\uaed8 \ub514\ucee4\ud50c\ub9c1 \uc6d0\uce59\uc744 \uc801\uadf9 \ubc18\uc601\ud574, \uc2dc\uc2a4\ud15c \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ubcf5\uad6c \uc2dc\uac04 \ub2e8\ucd95 \ubc0f \uac00\uc6a9\uc131 \ud5a5\uc0c1\uc5d0 \uae30\uc5ec\ud55c \uc0ac\ub840\ub4e4\uc774 \ub2e4\uc218 \ubcf4\uace0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae00\ub85c\ubc8c IT \uae30\uc5c5\ub4e4\uc740 \uc774\ub7ec\ud55c \ub514\ucee4\ud50c\ub9c1 \uc804\ub7b5\uc744 \ud1b5\ud574 \uc9c0\ub09c \uba87 \ub144\uac04 \uc11c\ube44\uc2a4 \uc911\ub2e8 \uc2dc\uac04\uc744 \ud3c9\uade0 30% \uc774\uc0c1 \uc904\uc600\ub2e4 \ub294 \ud1b5\uacc4\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc131\uacf5 \uc0ac\ub840\ub294 MSA\uc758 \ud544\uc218 \uc694\uc18c\ub85c\uc11c \ub514\ucee4\ud50c\ub9c1\uc758 \ud544\uc694\uc131\uc744 \ub354\uc6b1 \ubd80\uac01\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ub514\ucee4\ud50c\ub9c1\uc740 \uc9c0\uc18d\uc801\uc778 \uc11c\ube44\uc2a4 \uac1c\uc120\uacfc \ud601\uc2e0\uc5d0\ub3c4 \ud070 \ubc11\uac70\ub984\uc774 \ub429\ub2c8\ub2e4. \ubcc0\ud654\ud558\ub294 \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc5d0 \ub9de\ucd94\uc5b4 \ube60\ub974\uac8c \ub300\uc751\ud574\uc57c \ud558\ub294 \uc624\ub298\ub0a0\uc758 IT \uc0b0\uc5c5\uc5d0\uc11c, \ub3c5\ub9bd\uc801\uc778 \uc11c\ube44\uc2a4 \uad6c\uc870\ub294 \uc0c8\ub85c\uc6b4 \uae30\ub2a5 \ucd9c\uc2dc\ub098 \uc2e4\ud5d8\uc801 \uc2dc\ub3c4\uc5d0 \uc788\uc5b4\uc11c \ub192\uc740 \uc790\uc720\ub3c4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uce21\uba74\uc740 \ud5a5\ud6c4 \ub514\uc9c0\ud138 \uc804\ud658 \uc2dc\ub300\uc5d0 \ub354\uc6b1 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc885\ud569\ud558\uba74, MSA\uc5d0\uc11c\uc758 \uc11c\ube44\uc2a4 \ub514\ucee4\ud50c\ub9c1\uc740 \ub2e8\uc21c\ud788 \uc2dc\uc2a4\ud15c \uad6c\uc870\uc758 \ubcc0\ud654\ub9cc\uc774 \uc544\ub2c8\ub77c, \uc6b4\uc601 \ubc0f \uc870\uc9c1 \ubb38\ud654 \uc804\ubc18\uc5d0 \uac78\uce5c \ud601\uc2e0\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \ub3c5\ub9bd\uc801\uc774\uace0 \uc790\uc728\uc801\uc778 \uc11c\ube44\uc2a4\uc758 \uad6c\uc131\uc740 \uc804\uccb4\uc801\uc778 \uc2dc\uc2a4\ud15c \uc548\uc815\uc131, \ud655\uc7a5\uc131, \uc720\uc9c0\ubcf4\uc218 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \ub3d9\uc2dc\uc5d0, \uae30\uc5c5\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \uc131\uc7a5\ud558\uace0 \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \ubbfc\ucca9\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \ud574 \uc90d\ub2c8\ub2e4.<\/p>\n<p>    <\/p>\n<h2 id=\"2-%eb%94%94%ec%bb%a4%ed%94%8c%eb%a7%81%ec%9d%98-%ea%b5%ac%ed%98%84-%ec%a0%84%eb%9e%b5%ea%b3%bc-%ea%b8%b0%ec%88%a0%ec%a0%81-%ec%a0%91%ea%b7%bc%eb%b2%95-IYgMLiMXhT\">2. \ub514\ucee4\ud50c\ub9c1\uc758 \uad6c\ud604 \uc804\ub7b5\uacfc \uae30\uc220\uc801 \uc811\uadfc\ubc95<\/h2>\n<p>MSA \ud658\uacbd\uc5d0\uc11c \ub514\ucee4\ud50c\ub9c1\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uad6c\ud604\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc5ec\ub7ec \uac00\uc9c0 \uc804\ub7b5\uacfc \uae30\uc220\uc801 \uc811\uadfc\ubc95\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uc11c\ube44\uc2a4 \uac04 \ud1b5\uc2e0\uc744 \ucd5c\uc18c\ud654\ud558\uace0 \ub3c5\ub9bd\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \uad6c\uccb4\uc801\uc778 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uccab \ubc88\uc9f8 \uc804\ub7b5\uc740 \uba85\ud655\ud55c \uc778\ud130\ud398\uc774\uc2a4 \uc124\uacc4\uc640 API \uc911\uc2ec\uc758 \ud1b5\uc2e0 \ubc29\uc2dd \ucc44\ud0dd\uc785\ub2c8\ub2e4.<\/p>\n<p>API \uc911\uc2ec\uc758 \uc124\uacc4\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \uba85\ud655\ud558\uac8c \uc815\uc758\ub41c \uacc4\uc57d\uc744 \uae30\ubc18\uc73c\ub85c \uc11c\ub85c \ud1b5\uc2e0\ud558\ub3c4\ub85d \ud568\uc73c\ub85c\uc368, \ub0b4\ubd80 \uad6c\ud604 \uc138\ubd80 \uc0ac\ud56d\uc744 \uc740\ub2c9\ud558\uace0 \uc678\ubd80 \uc778\ud130\ud398\uc774\uc2a4\uc5d0\ub9cc \uc9d1\uc911\ud558\ub3c4\ub85d \ub9cc\ub4ed\ub2c8\ub2e4. RESTful API, GraphQL, gRPC \ub4f1 \ub2e4\uc591\ud55c \ud504\ub85c\ud1a0\ucf5c\uacfc \uae30\uc220\uc774 \ud65c\uc6a9\ub420 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \uc11c\ube44\uc2a4 \uac04 \uacb0\ud569\ub3c4\ub97c \ub0ae\ucd94\uace0 \ub3c5\ub9bd\uc131\uc744 \uac15\ud654\ud558\ub294 \ub370 \ud06c\uac8c \uae30\uc5ec\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \uba54\uc2dc\uc9c0 \ube0c\ub85c\ucee4\uc640 \uac19\uc740 \ube44\ub3d9\uae30 \ud1b5\uc2e0 \ubc29\uc2dd\uc744 \ub3c4\uc785\ud558\ub294 \uac83\ub3c4 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \uc774\ubca4\ud2b8 \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \uc774\ubca4\ud2b8\ub97c \ubc1c\ud589\ud558\uace0, \uc774\ub97c \uad6c\ub3c5\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \ub370\uc774\ud130\ub97c \uc8fc\uace0\ubc1b\uc74c\uc73c\ub85c\uc368, \ub3d9\uae30\uc2dd \ud638\ucd9c \ub300\ube44 \ub192\uc740 \ud655\uc7a5\uc131\uacfc \uc7a5\uc560 \uaca9\ub9ac \ub2a5\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Apache Kafka\ub098 RabbitMQ\ub97c \ud65c\uc6a9\ud55c \uc774\ubca4\ud2b8 \uc2a4\ud2b8\ub9ac\ubc0d \uc2dc\uc2a4\ud15c\uc740 \ub300\uaddc\ubaa8 \ud2b8\ub798\ud53d \ud558\uc5d0\uc11c\ub3c4 \uc548\uc815\uc801\uc778 \ud1b5\uc2e0\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc740 \uae30\uc220\uc801 \uc811\uadfc\ubc95\uc740 \uc11c\ube44\uc2a4 \uc5c5\ub370\uc774\ud2b8 \ubc0f \ubc30\ud3ec \uc2dc\uc5d0\ub3c4 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \ubc84\uc804\uc758 \uc11c\ube44\uc2a4\uac00 \uae30\uc874\uc758 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc900\uc218\ud55c\ub2e4\uba74, \ub2e4\ub978 \uc11c\ube44\uc2a4\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c \uc11c\ube44\uc2a4 \uac04\uc758 \uc758\uc874\ub3c4\uac00 \ub0ae\uc544\uc9c0\uace0, \uac1c\ubcc4 \uc11c\ube44\uc2a4\uc758 \ub3c5\ub9bd\uc801 \uc6b4\uc601\uc774 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4.<\/p>\n<p>\uc2e4\uc81c \uad6c\ud604 \uc0ac\ub840\ub97c \uc0b4\ud3b4\ubcf4\uba74, Netflix\uc640 Amazon\uacfc \uac19\uc740 \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc774 \uc774\ubbf8 MSA \ud658\uacbd\uc5d0\uc11c \ud6a8\uacfc\uc801\uc73c\ub85c \ub514\ucee4\ud50c\ub9c1\uc744 \uad6c\ud604\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4 \uae30\uc5c5\uc740 \ub0b4\ubd80 \uc774\ubca4\ud2b8 \uc2a4\ud2b8\ub9ac\ubc0d \uc2dc\uc2a4\ud15c\uacfc API \uac8c\uc774\ud2b8\uc6e8\uc774\ub97c \ub3c4\uc785\ud558\uc5ec, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud55c \ub300\uc751\uacfc \ube60\ub978 \ubcf5\uad6c\ub97c \uc2e4\ud604\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc774\ub7ec\ud55c \uc811\uadfc\ubc95\uc740 \uac1c\ubc1c \ubc0f \ubc30\ud3ec \ud504\ub85c\uc138\uc2a4\uc758 \uc790\ub3d9\ud654\uc640\ub3c4 \uae34\ubc00\ud558\uac8c \uc5f0\uacc4\ub418\uc5b4 \uc788\uc5b4, DevOps \ubb38\ud654\uc640 \ubc00\uc811\ud55c \uad00\uacc4\ub97c \ub9fa\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud55c \uac00\uc9c0 \uc8fc\ubaa9\ud560 \ub9cc\ud55c \uc608\ub85c, Netflix\uc758 \uc624\ud508 \uc18c\uc2a4 \ud504\ub85c\uc81d\ud2b8\uc778 Hystrix\ub294 \uc11c\ube44\uc2a4 \uac04 \uc7a5\uc560 \uc804\ud30c\ub97c \ubc29\uc9c0\ud558\uae30 \uc704\ud55c \ud68c\ub85c \ucc28\ub2e8\uae30 \uc5ed\ud560\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc774\uac83\uc740 \ud2b9\uc815 \uc11c\ube44\uc2a4\uc758 \uc7a5\uc560 \uc2dc \uc790\ub3d9\uc73c\ub85c \ud574\ub2f9 \uc11c\ube44\uc2a4\ub97c \uaca9\ub9ac\ud558\uace0, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \ub370 \ud070 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uae30\uc220\uc740 \ub514\ucee4\ud50c\ub9c1\uc758 \uad6c\ud604\uc5d0 \uc788\uc5b4 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \uc11c\ube44\uc2a4 \ub514\uc2a4\ucee4\ubc84\ub9ac\uc640 \ub85c\ub4dc \ubc38\ub7f0\uc2f1 \ub610\ud55c \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4. MSA\uc5d0\uc11c\ub294 \uc11c\ube44\uc2a4 \uc778\uc2a4\ud134\uc2a4\uac00 \ub3d9\uc801\uc73c\ub85c \ubcc0\ud654\ud558\uae30 \ub54c\ubb38\uc5d0, \uc774\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ucd94\uc801\ud558\uace0 \ud1b5\uc2e0 \uacbd\ub85c\ub97c \ub3d9\uc801\uc73c\ub85c \uc870\uc815\ud558\ub294 \uae30\uc220\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. Consul, Eureka, \ub610\ub294 Kubernetes\uc758 \ub0b4\uc7a5 \uc11c\ube44\uc2a4 \ub514\uc2a4\ucee4\ubc84\ub9ac \uae30\ub2a5 \ub4f1\uc740 \uc774\ub7ec\ud55c \uc694\uad6c\uc0ac\ud56d\uc744 \ucda9\uc871\uc2dc\ud0a4\ub294 \ub300\ud45c\uc801\uc778 \uc194\ub8e8\uc158\ub4e4\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1\uc744 \uc704\ud55c \ub610 \ub2e4\ub978 \uc811\uadfc\ubc95\uc740 \ub370\uc774\ud130 \uad00\ub9ac \uc804\ub7b5\uc758 \ubd84\ub9ac\uc785\ub2c8\ub2e4. \ub2e8\uc77c \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \uc758\uc874\ud558\ub294 \ub300\uc2e0, \uac01 \uc11c\ube44\uc2a4\uac00 \uc790\uccb4 \ub370\uc774\ud130 \uc800\uc7a5\uc18c\ub97c \uac16\ub294 \ud328\ud134\uc744 \ucc44\ud0dd\ud558\uba74, \ub370\uc774\ud130 \uc77c\uad00\uc131\uacfc \uc11c\ube44\uc2a4 \ub3c5\ub9bd\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \ubcf5\uc81c, \uc774\ubca4\ud2b8 \uc18c\uc2f1, CQRS(Command Query Responsibility Segregation)\uc640 \uac19\uc740 \ud328\ud134\uc740 \uc774\ub7ec\ud55c \uc694\uad6c\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ucda9\uc871\uc2dc\ucf1c \uc90d\ub2c8\ub2e4.<\/p>\n<p>\uc2e4\uc81c \uac1c\ubc1c \ud658\uacbd\uc5d0\uc11c \ucf54\ub4dc \uc608\uc81c\ub97c \ud1b5\ud574 \uc774\ub7ec\ud55c \uc811\uadfc\ubc95\uc744 \uc124\uba85\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. \uc544\ub798 \ucf54\ub4dc\ub294 Node.js \ud658\uacbd\uc5d0\uc11c Express \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac04\ub2e8\ud55c API \uac8c\uc774\ud2b8\uc6e8\uc774\ub97c \uad6c\ud604\ud55c \uc608\uc2dc\uc785\ub2c8\ub2e4. \uc774 \uc608\uc81c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc778 API\ub97c \uc81c\uacf5\ud558\uace0, API \uac8c\uc774\ud2b8\uc6e8\uc774\uac00 \uc774\ub97c \uc911\uac1c\ud558\ub294 \uad6c\uc870\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<pre><code>const express = require('express');\nconst axios = require('axios');\nconst app = express();\nconst port = 3000;\n\n\/\/ \uac04\ub2e8\ud55c API \uac8c\uc774\ud2b8\uc6e8\uc774 \uc694\uccad \ucc98\ub9ac\napp.get('\/api\/:service\/*', async (req, res) =&gt; {\n  const service = req.params.service;\n  const path = req.params[0];\n  try {\n    const response = await axios.get(`http:\/\/${service}:4000\/${path}`);\n    res.json(response.data);\n  } catch (error) {\n    res.status(500).json({ error: 'Service unreachable or error occurred.' });\n  }\n});\n\napp.listen(port, () =&gt; {\n  console.log(`API Gateway listening at http:\/\/localhost:${port}`);\n});\n<\/code><\/pre>\n<p>\uc704 \ucf54\ub4dc \uc608\uc81c\ub294 \uac01 \uc11c\ube44\uc2a4\ub97c \ub3c5\ub9bd\uc801\uc73c\ub85c \ud638\ucd9c\ud558\ub3c4\ub85d API \uac8c\uc774\ud2b8\uc6e8\uc774\ub97c \uad6c\uc131\ud55c \uac04\ub2e8\ud55c \uad6c\ud604 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774\uc640 \uac19\uc774, \uac01 \uc11c\ube44\uc2a4\ub294 \uace0\uc720\uc758 \ud3ec\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\uba70, API \uac8c\uc774\ud2b8\uc6e8\uc774\ub294 \ud074\ub77c\uc774\uc5b8\ud2b8\uc640 \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \uc911\uac1c \uc5ed\ud560\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc774 \ubc29\uc2dd\uc740 \uc11c\ube44\uc2a4 \uac04 \uc9c1\uc811\uc801\uc778 \uc758\uc874\uc131\uc744 \uc904\uc774\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c \uac1c\ubc1c \ubc0f \ubc30\ud3ec \ud504\ub85c\uc138\uc2a4\uc5d0\uc11c\ub3c4 \ucee8\ud14c\uc774\ub108 \uae30\ubc18\uc758 \uac00\uc0c1\ud654 \uae30\uc220\uc740 \ub514\ucee4\ud50c\ub9c1\uc744 \ucd09\uc9c4\ud558\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. Docker\uc640 Kubernetes\ub294 \uc11c\ube44\uc2a4\uc758 \ucee8\ud14c\uc774\ub108\ud654\ub97c \ud1b5\ud574 \ubc30\ud3ec\uc640 \uc6b4\uc601\uc744 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc218\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uba70, \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1, \ub864\ub9c1 \uc5c5\ub370\uc774\ud2b8, \uc7a5\uc560 \ubcf5\uad6c \ub4f1\uc758 \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uc5ec MSA \ud658\uacbd\uc5d0\uc11c \uc548\uc815\uc801\uc73c\ub85c \uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1\uc744 \uad6c\ud604\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc774\ub7ec\ud55c \ub514\ucee4\ud50c\ub9c1 \uc804\ub7b5\uc740 \ucca0\uc800\ud55c \ubaa8\ub2c8\ud130\ub9c1\uacfc \ub85c\uae45 \uc2dc\uc2a4\ud15c\uacfc\ub3c4 \uc5f0\uacc4\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uc758 \uc0c1\ud0dc\ub97c \uc2e0\uc18d\ud558\uac8c \ud30c\uc545\ud558\uace0, \uc7a5\uc560 \uc9d5\ud6c4\ub97c \uc870\uae30 \uacbd\uace0\ud558\uae30 \uc704\ud55c \ubd84\uc0b0 \ucd94\uc801, \ub85c\uadf8 \uc9d1\uacc4, \ubc0f \uba54\ud2b8\ub9ad \uc218\uc9d1 \uc2dc\uc2a4\ud15c\uc740 \uc2dc\uc2a4\ud15c \uc804\ubc18\uc758 \uac74\uac15 \uc0c1\ud0dc\ub97c \uc720\uc9c0\ud558\ub294 \ub370 \ud070 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. Prometheus, ELK \uc2a4\ud0dd, Zipkin \ub4f1\uc758 \ub3c4\uad6c\ub294 \uc774\ub7ec\ud55c \uc694\uad6c\ub97c \ucda9\uc871\uc2dc\ud0a4\uba70, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc6d0\uc778\uc744 \ucd94\uc801\ud558\uace0 \ub300\uc751\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc885\ud569\ud574\ubcf4\uba74, MSA \ud658\uacbd\uc5d0\uc11c\uc758 \ub514\ucee4\ud50c\ub9c1 \uad6c\ud604\uc740 \ub2e8\uc21c\ud55c \uae30\uc220 \uc801\uc6a9\uc744 \ub118\uc5b4, \uc870\uc9c1\uc758 \uac1c\ubc1c, \ubc30\ud3ec, \uc6b4\uc601 \uc804\ub7b5 \uc804\ubc18\uc5d0 \uac78\uccd0 \uccb4\uacc4\uc801\uc778 \uc811\uadfc\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. API \uc911\uc2ec \uc124\uacc4, \ube44\ub3d9\uae30 \uba54\uc2dc\uc9d5, \uc11c\ube44\uc2a4 \ub514\uc2a4\ucee4\ubc84\ub9ac, \ub370\uc774\ud130 \ubd84\uc0b0 \uad00\ub9ac, \uadf8\ub9ac\uace0 \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \uae30\uc220\ub4e4\uc774 \uc11c\ub85c \uc720\uae30\uc801\uc73c\ub85c \uacb0\ud569\ub418\uc5b4\uc57c\ub9cc \ub192\uc740 \ub3c5\ub9bd\uc131\uacfc \uc720\uc5f0\uc131\uc744 \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc804\ub7b5\uacfc \uc811\uadfc\ubc95\uc744 \uccb4\uacc4\uc801\uc73c\ub85c \uc801\uc6a9\ud55c \uae30\uc5c5\ub4e4\uc740 \ubcc0\ud654\ud558\ub294 \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc5d0 \ubcf4\ub2e4 \ubbfc\ucca9\ud558\uac8c \ub300\uc751\ud558\uba70, \uc9c0\uc18d\uc801\uc778 \ud601\uc2e0\uc744 \uc774\ub8f0 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>    <\/p>\n<h2 id=\"3-%ec%8b%a4%ec%a0%9c-%ec%82%ac%eb%a1%80-%eb%b0%8f-%ec%84%b1%ea%b3%b5%ec%a0%81%ec%9d%b8-%eb%94%94%ec%bb%a4%ed%94%8c%eb%a7%81-%ea%b5%ac%ed%98%84-%ec%82%ac%eb%a1%80-%ec%97%b0%ea%b5%ac-IYgMLiMXhT\">3. \uc2e4\uc81c \uc0ac\ub840 \ubc0f \uc131\uacf5\uc801\uc778 \ub514\ucee4\ud50c\ub9c1 \uad6c\ud604 \uc0ac\ub840 \uc5f0\uad6c<\/h2>\n<p>\uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1\uc758 \uc720\ud6a8\uc131\uc744 \uc99d\uba85\ud558\uae30 \uc704\ud574, \uae00\ub85c\ubc8c \ubc0f \uad6d\ub0b4 \uc5ec\ub7ec \uae30\uc5c5\ub4e4\uc774 MSA\ub97c \ub3c4\uc785\ud558\uc5ec \uc131\uacf5\uc801\uc778 \uc0ac\ub840\ub4e4\uc744 \ub9cc\ub4e4\uc5b4\ub0b4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud1b5\ud574, \ub514\ucee4\ud50c\ub9c1\uc774 \ud604\uc2e4 \ud658\uacbd\uc5d0\uc11c \uc5b4\ub5a0\ud55c \ud6a8\uacfc\ub97c \uac00\uc838\uc654\ub294\uc9c0, \uadf8\ub9ac\uace0 \uadf8 \uacfc\uc815\uc5d0\uc11c \uc5b4\ub5a4 \uae30\uc220\uacfc \uc804\ub7b5\uc774 \ud65c\uc6a9\ub418\uc5c8\ub294\uc9c0\ub97c \uc0c1\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0ac\ub840\ub294 MSA\ub97c \ub3c4\uc785\ud558\ub824\ub294 \uae30\uc5c5\ub4e4\uc5d0\uac8c \ud070 \uc601\uac10\uc744 \uc81c\uacf5\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uccab \ubc88\uc9f8 \uc0ac\ub840\ub85c Netflix\ub97c \uaf3d\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Netflix\ub294 \ucd08\ucc3d\uae30 \ubaa8\ub180\ub9ac\uc2dd \uad6c\uc870\uc5d0\uc11c MSA\ub85c\uc758 \uc804\ud658\uc744 \ud1b5\ud574, \uc11c\ube44\uc2a4 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc2dc\uc2a4\ud15c \uc804\uccb4\uc758 \uc548\uc815\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \uc774\uc804\uc5d0\ub294 \ub2e8\uc77c \uc7a5\uc560\uac00 \uc804\uccb4 \uc11c\ube44\uc2a4 \uc911\ub2e8\uc73c\ub85c \uc774\uc5b4\uc9c0\ub294 \uacbd\uc6b0\uac00 \ube48\ubc88\ud588\uc73c\ub098, \ub514\ucee4\ud50c\ub9c1\uc744 \ud1b5\ud574 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\uba74\uc11c \uc7a5\uc560 \uc804\ud30c\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ucc28\ub2e8\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. Netflix\uc758 \ub0b4\ubd80 \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74, \ucd5c\uadfc \uba87 \ub144\uac04 \uc804\uccb4 \uc7a5\uc560 \ubcf5\uad6c \uc2dc\uac04\uc774 50% \uc774\uc0c1 \ub2e8\ucd95\ub418\uc5c8\ub2e4\uace0 \ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610 \ub2e4\ub978 \uc0ac\ub840\ub294 Amazon\uc785\ub2c8\ub2e4. Amazon\uc740 \uac70\ub300\ud55c \uc804\uc790\uc0c1\uac70\ub798 \ud50c\ub7ab\ud3fc \uc6b4\uc601\uc744 \uc704\ud574 MSA\ub97c \ucc44\ud0dd\ud558\uc600\uc73c\uba70, \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\ub3c4\ub85d \ub514\ucee4\ud50c\ub9c1\uc744 \uad6c\ud604\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 Amazon\uc740 \ub0b4\ubd80\uc801\uc73c\ub85c \uc11c\ube44\uc2a4 \uac04 \ud1b5\uc2e0\uc744 \uc704\ud55c API \uac8c\uc774\ud2b8\uc6e8\uc774\uc640 \uc774\ubca4\ud2b8 \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98\ub97c \uc801\uadf9 \ud65c\uc6a9\ud558\uc600\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ud2b9\uc815 \uc11c\ube44\uc2a4 \uc7a5\uc560\uac00 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ud655\uc0b0\ub418\ub294 \uac83\uc744 \ubc29\uc9c0\ud588\uc2b5\ub2c8\ub2e4. Amazon\uc740 \uc774\ub7ec\ud55c \uc804\ub7b5 \ub355\ubd84\uc5d0 \ub300\uaddc\ubaa8 \ud2b8\ub798\ud53d \ubcc0\ud654\uc5d0 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc73c\uba70, \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc774\ub294\ub370 \uacb0\uc815\uc801\uc778 \uc5ed\ud560\uc744 \ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uad6d\ub0b4 \uc0ac\ub840\ub85c\ub294 \ub300\ud615 \ud3ec\ud138 \uc0ac\uc774\ud2b8\uc640 \uae08\uc735 IT \uae30\uc5c5\ub4e4\uc744 \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud55c \ub300\ud615 \ud3ec\ud138 \uae30\uc5c5\uc740 \uc0ac\uc6a9\uc790 \ud2b8\ub798\ud53d \uae09\uc99d\uc5d0 \ub530\ub978 \uc7a5\uc560 \ub300\ube44\ucc45\uc73c\ub85c MSA\ub97c \ub3c4\uc785\ud558\uba74\uc11c, \uc804\ud1b5\uc801\uc778 \ubaa8\ub180\ub9ac\uc2dd \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ubc97\uc5b4\ub098 \uac1c\ubcc4 \uc11c\ube44\uc2a4\uc758 \ub3c5\ub9bd\uc801 \uc6b4\uc601\uc744 \uc2e4\ud604\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \uac01 \uc11c\ube44\uc2a4 \ub9c8\ub2e4 \ub3c5\ub9bd\uc801\uc778 \ub370\uc774\ud130 \uc800\uc7a5\uc18c\uc640 API\ub97c \uad6c\ucd95\ud558\uc5ec, \ubb38\uc81c \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud558\uac8c \ud574\ub2f9 \uc11c\ube44\uc2a4\ub9cc \uc218\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc600\uc73c\uba70, \uadf8 \uacb0\uacfc \uc7a5\uc560 \ubcf5\uad6c \uc2dc\uac04\uacfc \uc2dc\uc2a4\ud15c \ub2e4\uc6b4\ud0c0\uc784\uc744 \ud604\uc800\ud558\uac8c \uc904\uc77c \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ud55c \uae08\uc735 IT \uae30\uc5c5\uc5d0\uc11c\ub294 \ubcf4\uc548\uacfc \uac70\ub798\uc758 \uc548\uc815\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574, \ud2b8\ub79c\uc7ad\uc158 \ucc98\ub9ac\ub97c \ubcc4\ub3c4\uc758 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub85c \ubd84\ub9ac\ud558\uace0, \uc774\ub97c \ub3c5\ub9bd\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774 \uc2dc\uc2a4\ud15c\uc740 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uc790\ub3d9\ud654\ub41c \uc7a5\uc560 \ub300\uc751 \uae30\ubc95\uc744 \ub3c4\uc785\ud568\uc73c\ub85c\uc368, \ubcf4\uc548 \uc704\ud611\uc774\ub098 \uac70\ub798 \uc624\ub958 \ubc1c\uc0dd \uc2dc \uc989\uac01\uc801\uc778 \ub300\ucc98\uac00 \uac00\ub2a5\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c \uc774 \uae30\uc5c5\uc740 MSA \ub3c4\uc785 \uc774\ud6c4, \uac70\ub798 \ucc98\ub9ac \uc624\ub958\uc728\uc774 70% \uc774\uc0c1 \uac10\uc18c\ud558\uc600\uc73c\uba70, \ubcf4\uc548 \uc0ac\uace0 \ubc1c\uc0dd \uac74\uc218 \ub610\ud55c \ud604\uc800\ud788 \uc904\uc5b4\ub4e4\uc5c8\ub2e4\uace0 \ubcf4\uace0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc740 \uc0ac\ub840\ub4e4\uc740 \uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1\uc744 \ud1b5\ud55c MSA \ub3c4\uc785\uc774 \ub2e8\uc21c\ud788 \uc774\ub860\uc801 \uac1c\ub150\uc744 \ub118\uc5b4, \uc2e4\uc9c8\uc801\uc778 \uc131\ub2a5 \uac1c\uc120\uacfc \uc6b4\uc601 \uc548\uc815\uc131\uc5d0 \ud070 \uae30\uc5ec\ub97c \ud55c\ub2e4\ub294 \uac83\uc744 \uba85\ud655\ud788 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uac01 \uae30\uc5c5\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ud575\uc2ec \uc804\ub7b5\uc744 \ud1b5\ud574 \uc131\uacf5\uc801\uc778 \ub514\ucee4\ud50c\ub9c1\uc744 \uc2e4\ud604\ud558\uc600\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\uba85\ud655\ud55c \uc778\ud130\ud398\uc774\uc2a4 \ubc0f API \uacc4\uc57d \uccb4\uacc4 \ub3c4\uc785<\/li>\n<li>\ube44\ub3d9\uae30 \uba54\uc2dc\uc9d5\uacfc \uc774\ubca4\ud2b8 \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98 \ud65c\uc6a9<\/li>\n<li>\ub3c5\ub9bd\uc801\uc778 \ub370\uc774\ud130 \uc800\uc7a5\uc18c\uc640 \uc11c\ube44\uc2a4 \ubcc4 \ub370\uc774\ud130 \uad00\ub9ac<\/li>\n<li>\uc790\ub3d9\ud654\ub41c \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc7a5\uc560 \ub300\uc751 \uc2dc\uc2a4\ud15c \uad6c\ucd95<\/li>\n<li>\ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uacfc \ubb34\uc911\ub2e8 \ubc30\ud3ec \uc804\ub7b5 \ucc44\ud0dd<\/li>\n<\/ul>\n<p>\ud2b9\ud788, \uc774\ub4e4 \uc0ac\ub840\uc5d0\uc11c\ub294 \ub514\ucee4\ud50c\ub9c1\uc774 \ub2e8\uc21c\ud788 \uae30\uc220\uc801 \uc120\ud0dd\uc744 \ub118\uc5b4, \uc870\uc9c1\uc758 \ubb38\ud654\uc640 \uc6b4\uc601 \uc804\ub7b5\uc5d0\ub3c4 \ubcc0\ud654\ub97c \uac00\uc838\uc654\uc74c\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \ud300\uc740 \uc11c\ube44\uc2a4 \ucc45\uc784 \uc601\uc5ed\uc744 \uba85\ud655\ud788 \ud558\uc5ec, \ub3c5\uc790\uc801\uc778 \uac1c\ubc1c \ubc0f \ubc30\ud3ec \uacfc\uc815\uc744 \ucd94\uc9c4\ud574 \uc654\uace0, \uc774\ub97c \ud1b5\ud574 \ube60\ub978 \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc29\uc2dd\uc740 \uc804\ubc18\uc801\uc778 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud488\uc9c8 \uac1c\uc120\uacfc \uace0\uac1d \ub9cc\uc871\ub3c4 \ud5a5\uc0c1\uc5d0 \ud06c\uac8c \uae30\uc5ec\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub354\ubd88\uc5b4, \uc2e4\uc81c \uc0ac\ub840 \uc5f0\uad6c\uc5d0\uc11c\ub294 \ud14c\uc2a4\ud2b8 \uc790\ub3d9\ud654\uc640 \uc9c0\uc18d\uc801 \ud1b5\ud569(CI\/CD) \ud30c\uc774\ud504\ub77c\uc778\uacfc\uc758 \uacb0\ud569\uc774 \ub514\ucee4\ud50c\ub9c1\uc758 \uc131\uacf5\uc801\uc778 \uad6c\ud604\uc5d0 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uc600\uc74c\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uac01 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub294 \uac1c\ubcc4\uc801\uc73c\ub85c \ud14c\uc2a4\ud2b8\ub418\uace0 \ubc30\ud3ec\ub418\uc5c8\uc73c\uba70, \uac1c\ubcc4 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc5c5\ubb34 \ud750\ub984\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654\ub294 \uac1c\ubc1c \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\uace0, \uc2e0\ub8b0\uc131 \ub192\uc740 \ubc30\ud3ec\ub97c \ubcf4\uc7a5\ud558\ub294 \ud575\uc2ec \uc694\uc18c\ub85c \uc791\uc6a9\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ub514\ucee4\ud50c\ub9c1 \uc804\ub7b5\uc758 \ud6a8\uacfc\ub294 \ub2e8\uc9c0 \uc7a5\uc560 \ubcf5\uad6c\uc5d0\ub9cc \uad6d\ud55c\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc744 \ub3c4\uc785\ud560 \ub54c\uc5d0\ub3c4 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\uae30 \ub54c\ubb38\uc5d0, \uae30\ub2a5 \ud655\uc7a5\uc744 \uc704\ud55c \ub9ac\ud329\ud1a0\ub9c1 \ubc0f \ubcc0\uacbd \uc791\uc5c5\uc774 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\uc9c0 \uc54a\uace0 \uc21c\uc870\ub86d\uac8c \uc9c4\ud589\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc804\ub7b5\uc740 \ud2b9\ud788 \uc2a4\ud0c0\ud2b8\uc5c5\uc774\ub098 IT \ud601\uc2e0\uc744 \ucd94\uad6c\ud558\ub294 \uae30\uc5c5\ub4e4\uc5d0\uc11c \ub9e4\uc6b0 \uc720\uc6a9\ud558\uac8c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc131\uacf5 \uc0ac\ub840\ub4e4\uc758 \uacf5\ud1b5 \ubd84\ubaa8\ub294 \ucca0\uc800\ud55c \ucd08\uae30 \uc124\uacc4\uc640 \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1, \uadf8\ub9ac\uace0 \uc870\uc9c1 \ub0b4 \uae30\uc220 \uc5ed\ub7c9 \uac15\ud654\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc804\ubb38\uac00\ub4e4\uc740 \ub514\ucee4\ud50c\ub9c1 \uc804\ub7b5\uc744 \ub3c4\uc785\ud568\uc5d0 \uc788\uc5b4 \ub2e8\uae30\uc801\uc778 \uc131\uacfc\ubfd0 \uc544\ub2c8\ub77c, \uc7a5\uae30\uc801\uc778 \uc2dc\uc2a4\ud15c \uac74\uac15\uc131\uacfc \ud655\uc7a5\uc131\uc744 \ub3d9\uc2dc\uc5d0 \uace0\ub824\ud574\uc57c \ud55c\ub2e4\uace0 \uc9c0\uc801\ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574\uc11c\ub294 \uae30\uc220 \ub3c4\uc785 \uc774\uc804 \ub2e8\uacc4\uc5d0\uc11c \ucda9\ubd84\ud55c \uacc4\ud68d \uc218\ub9bd\uacfc \ud30c\uc77c\ub7ff \ud14c\uc2a4\ud2b8, \uadf8\ub9ac\uace0 \uc9c0\uc18d\uc801\uc778 \ud53c\ub4dc\ubc31 \ubc18\uc601\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc640 \uac19\uc774, \uc2e4\uc81c \uc0ac\ub840 \ubc0f \uc131\uacf5\uc801\uc778 \ub514\ucee4\ud50c\ub9c1 \uad6c\ud604 \uc0ac\ub840 \uc5f0\uad6c\ub294 MSA \ud658\uacbd\uc5d0\uc11c\uc758 \ub3c5\ub9bd\uc801 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc774 \uac00\uc838\ub2e4\uc8fc\ub294 \ub2e4\uc591\ud55c \uc774\uc810\uc744 \uba85\ud655\ud788 \uc785\uc99d\ud574 \uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uae30\uc5c5\uc758 \uacbd\ud5d8\uc740 \uc55e\uc73c\ub85c MSA\ub97c \ub3c4\uc785\ud558\uac70\ub098 \uac1c\uc120\ud558\uace0\uc790 \ud558\ub294 \uc870\uc9c1\ub4e4\uc5d0\uac8c \uc18c\uc911\ud55c \ubca4\uce58\ub9c8\ud06c\uc640 \uc9c0\uce68\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>    <\/p>\n<h2 id=\"4-%eb%af%b8%eb%9e%98-%ec%a0%84%eb%a7%9d%ea%b3%bc-msa-%ed%99%98%ea%b2%bd%ec%97%90%ec%84%9c%ec%9d%98-%eb%94%94%ec%bb%a4%ed%94%8c%eb%a7%81-%eb%b0%9c%ec%a0%84-%eb%b0%a9%ed%96%a5-IYgMLiMXhT\">4. \ubbf8\ub798 \uc804\ub9dd\uacfc MSA \ud658\uacbd\uc5d0\uc11c\uc758 \ub514\ucee4\ud50c\ub9c1 \ubc1c\uc804 \ubc29\ud5a5<\/h2>\n<p>\ud604\uc7ac MSA\uc640 \ub514\ucee4\ud50c\ub9c1\uc740 \ube60\ub974\uac8c \ubc1c\uc804\ud558\ub294 IT \ud658\uacbd\uc5d0\uc11c \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ub2f4\ub2f9\ud558\uace0 \uc788\uc73c\uba70, \uc55e\uc73c\ub85c \uadf8 \uc911\uc694\uc131\uc740 \ub354\uc6b1 \ucee4\uc9c8 \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ubbf8\ub798 \uc804\ub9dd\uacfc \ud568\uaed8, \uae30\uc220 \ubc1c\uc804\uacfc \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c \uc0ac\ud56d\uc758 \ubcc0\ud654\uc5d0 \ub530\ub978 MSA \ud658\uacbd\uc5d0\uc11c \ub514\ucee4\ud50c\ub9c1 \uc804\ub7b5\uc774 \uc5b4\ub5bb\uac8c \ubc1c\uc804\ud574 \ub098\uac08\uc9c0\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \ub17c\uc758\ud569\ub2c8\ub2e4.<\/p>\n<p>\uccab\uc9f8, \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ud658\uacbd\uc758 \ud655\uc0b0\uacfc \ub354\ubd88\uc5b4 MSA\ub294 \uc810\uc810 \ub354 \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \ucc44\ud0dd\ud558\ub294 \ud45c\uc900 \uc544\ud0a4\ud14d\ucc98\ub85c \uc790\ub9ac\uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc758 \ubc1c\uc804\uacfc \ucee8\ud14c\uc774\ub108 \uae30\uc220, \uadf8\ub9ac\uace0 \uc11c\ubc84\ub9ac\uc2a4 \ucef4\ud4e8\ud305\uacfc \uac19\uc740 \uc2e0\uae30\uc220\ub4e4\uc740 \uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1 \uc804\ub7b5\uc744 \ub354\uc6b1 \uac15\ud654\uc2dc\ud0ac \uac83\uc785\ub2c8\ub2e4. \uc774\uc640 \ud568\uaed8, \uc778\ud504\ub77c \uc790\ub3d9\ud654, AI \uae30\ubc18 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc608\uce21 \ubd84\uc11d \ub4f1\ub3c4 \ub514\ucee4\ud50c\ub9c1\ub41c \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uacfc \uc131\ub2a5\uc744 \uadf9\ub300\ud654\ud558\ub294 \ub370 \uae30\uc5ec\ud560 \uc804\ub9dd\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub458\uc9f8, \ubbf8\ub798\uc758 MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uac1c\ubc1c\uc790\ub4e4\uc774 \ubcf4\ub2e4 \uc790\uc720\ub86d\uac8c \ub2e4\uc591\ud55c \uc5b8\uc5b4\uc640 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\uac8c \ub418\uba74\uc11c, \uae30\uc220 \uc2a4\ud0dd\uc758 \ub2e4\uc591\uc131\uc774 \ub354\uc6b1 \uc99d\ub300\ub420 \uac83\uc785\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub420 \uc218 \uc788\ub294 \ud658\uacbd\uc774 \ub354\uc6b1 \uc870\uc131\ub420 \uac83\uc774\uba70, \uc11c\ube44\uc2a4 \uac04 \ud611\uc5c5 \ub610\ud55c API \ud45c\uc900\ud654, \uba54\uc2dc\uc9c0 \ube0c\ub85c\ucee4, \uadf8\ub9ac\uace0 \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1 \ub3c4\uad6c\ub4e4\uc758 \ubc1c\uc804\uc73c\ub85c \ubcf4\ub2e4 \uc218\uc6d4\ud558\uac8c \uc774\ub8e8\uc5b4\uc9c8 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc14b\uc9f8, \ub514\ucee4\ud50c\ub9c1 \uc804\ub7b5\uc740 \ubcf4\uc548 \ubc0f \uaddc\uc81c \uce21\uba74\uc5d0\uc11c\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uac83\uc785\ub2c8\ub2e4. \ubd84\uc0b0\ub41c \uc11c\ube44\uc2a4 \uad6c\uc870\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uc758 \ubcf4\uc548 \ucde8\uc57d\uc810\uc774 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc5c4\uaca9\ud574\uc9c0\ub294 \ub370\uc774\ud130 \ubcf4\ud638 \uaddc\uc81c\uc640 \ubcf4\uc548 \uc694\uad6c \uc0ac\ud56d\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uae08\uc735 \ubc0f \ud5ec\uc2a4\ucf00\uc5b4 \uc0b0\uc5c5\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4 \ubcc4\ub85c \uc138\ubd84\ud654\ub41c \ubcf4\uc548 \uc815\ucc45\uc744 \uc801\uc6a9\ud558\uc5ec \uc704\ud5d8\uc744 \ubd84\uc0b0\uc2dc\ud0a4\ub294 \uc0ac\ub840\ub4e4\uc774 \uc810\ucc28 \ub298\uc5b4\ub0a0 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<p>\ub137\uc9f8, \uc790\ub3d9\ud654 \ubc0f \uc9c0\uc18d\uc801 \ubc30\ud3ec(CI\/CD) \ud30c\uc774\ud504\ub77c\uc778\uc758 \uc9c4\ud654\ub294 \ub514\ucee4\ud50c\ub9c1\uc758 \ubbf8\ub798 \ubc1c\uc804 \ubc29\ud5a5\uc5d0 \uc911\uc694\ud55c \uc601\ud5a5\uc744 \ubbf8\uce60 \uac83\uc785\ub2c8\ub2e4. \ud604\uc7ac\ub3c4 \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 DevOps\uc640 CI\/CD\ub97c \ud1b5\ud574 \ub3c5\ub9bd\uc801\uc778 \uc11c\ube44\uc2a4 \ubc30\ud3ec\ub97c \uc2e4\ud604\ud558\uace0 \uc788\uc73c\ub098, \uc55e\uc73c\ub85c\ub294 AI \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18\uc758 \uc790\ub3d9\ud654 \ub3c4\uad6c\ub4e4\uc774 \ub354\uc6b1 \uc815\uad50\ud574\uc838, \uc11c\ube44\uc2a4 \uac04 \uac1c\uc120 \ubc0f \uc7a5\uc560 \ub300\uc751\uc774 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc774\ub8e8\uc5b4\uc9c8 \uc218 \uc788\ub294 \ud658\uacbd\uc73c\ub85c \ubc1c\uc804\ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcc0\ud654\ub294 \ucf54\ub4dc \ud488\uc9c8 \uad00\ub9ac, \ud14c\uc2a4\ud2b8 \uc790\ub3d9\ud654, \uadf8\ub9ac\uace0 \ubc30\ud3ec \ucd5c\uc801\ud654\uc5d0 \uc788\uc5b4\uc11c \ud601\uc2e0\uc801\uc778 \ubc1c\uc804\uc744 \uac00\uc838\uc62c \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc12f\uc9f8, \uc624\ud508 \uc18c\uc2a4 \ucee4\ubba4\ub2c8\ud2f0\uc640 \uc0b0\uc5c5 \uc804\ubc18\uc758 \ud611\uc5c5\uc740 \ub514\ucee4\ud50c\ub9c1 \ubc0f MSA \ubc1c\uc804\uc5d0 \uc788\uc5b4 \ud070 \uc5ed\ud560\uc744 \ud560 \uac83\uc785\ub2c8\ub2e4. \ucd5c\uadfc \uc218\ub144\uac04 \uc218\ub9ce\uc740 \uc624\ud508 \uc18c\uc2a4 \ud504\ub85c\uc81d\ud2b8\ub4e4\uc774 \ub514\ucee4\ud50c\ub9c1 \ubc0f \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc124\uacc4\ub97c \uc704\ud55c \ub3c4\uad6c\uc640 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uacf5\uac1c\ud568\uc5d0 \ub530\ub77c, \uc804 \uc138\uacc4 \uac1c\ubc1c\uc790\ub4e4\uc740 \uc774\ub7ec\ud55c \uc790\uc6d0\uc744 \ud65c\uc6a9\ud558\uc5ec \ubcf4\ub2e4 \uc548\uc815\uc801\uc778 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 \uc774\ub7ec\ud55c \ud611\uc5c5\uc740 \uae30\uc220 \ud45c\uc900\ud654\uc640 \ud601\uc2e0\uc744 \ucd09\uc9c4\ud560 \uc911\uc694\ud55c \uc6d0\ub3d9\ub825\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uc12f\uc9f8, \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc758 \ubcf5\uc7a1\uc131\uc774 \uace0\ub3c4\ud654\ub428\uc5d0 \ub530\ub77c, \uac01 \uc11c\ube44\uc2a4\uc758 \uc758\uc874\uc131\uacfc \uc0c1\ud0dc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \uace0\uae09 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ucd94\uc801 \ub3c4\uad6c\uac00 \ud544\uc218 \uc694\uc18c\ub85c \ubd80\uac01\ub420 \uac83\uc785\ub2c8\ub2e4. Prometheus, Jaeger, Zipkin \ub4f1\uc758 \ub3c4\uad6c\ub294 \uc774\ubbf8 \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \ub3c4\uc785\ud558\uc5ec \uc131\uacf5\uc801\uc778 \uc6b4\uc601\uc744 \uc774\ub04c\uc5b4 \ub0b4\uace0 \uc788\uc73c\uba70, \uc55e\uc73c\ub85c\ub294 AI \uae30\ubc18 \uc608\uce21 \ubd84\uc11d \uae30\uc220\uacfc \uacb0\ud569\ub418\uc5b4 \uc2dc\uc2a4\ud15c \uc774\uc0c1 \uac10\uc9c0\uc640 \uc790\ub3d9 \ubcf5\uad6c\uc5d0 \ud070 \ub3c4\uc6c0\uc744 \uc904 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc77c\uacf1\uc9f8, MSA \ud658\uacbd\uc758 \ubc1c\uc804\uacfc \ud568\uaed8 DevOps \ubb38\ud654\uac00 \ub354\uc6b1 \uac15\uc870\ub420 \uac83\uc785\ub2c8\ub2e4. \uac1c\ubc1c \ubc0f \uc6b4\uc601 \ud300 \uac04\uc758 \ud611\uc5c5\uc744 \uadf9\ub300\ud654\ud558\uae30 \uc704\ud574, \uac01 \uc11c\ube44\uc2a4\uc758 \ub3c5\ub9bd\uc131\uacfc \ubc30\ud3ec \uc790\ub3d9\ud654\ub97c \ubcf4\uc7a5\ud558\ub294 \uc870\uc9c1 \uad6c\uc870\uc640 \ud504\ub85c\uc138\uc2a4\uac00 \ub9c8\ub828\ub420 \uac83\uc774\uba70, \uc774\ub294 \ub514\ucee4\ud50c\ub9c1\uc758 \ud6a8\uacfc\ub97c \uadf9\ub300\ud654\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \uc694\uc18c\ub85c \uc791\uc6a9\ud560 \uac83\uc785\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc740 \uc774\ubbf8 \uc774\ub7ec\ud55c \ubb38\ud654\ub97c \uc790\uc0ac\uc5d0 \ub3c4\uc785\ud558\uc5ec, \ubcf4\ub2e4 \ube60\ub974\uace0 \uc548\uc815\uc801\uc778 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc0dd\uc560\uc8fc\uae30\ub97c \uacbd\ud5d8\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\ub35f\uc9f8, \ubbf8\ub798\uc758 \ub514\uc9c0\ud138 \uc804\ud658 \uc2dc\ub300\uc5d0\uc11c \uae30\uc5c5\ub4e4\uc740 \uc810\uc810 \ub354 \ubbfc\ucca9\ud558\uace0 \uc720\uc5f0\ud55c \uc2dc\uc2a4\ud15c\uc744 \uc694\uad6c\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub7ec\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\uae30 \uc704\ud574 MSA\uc640 \ub514\ucee4\ud50c\ub9c1 \uc804\ub7b5\uc740 \uacc4\uc18d\ud574\uc11c \uc9c4\ud654\ud560 \uac83\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ucd5c\uc2e0 AI \ubc0f \ube45\ub370\uc774\ud130 \ubd84\uc11d \uae30\uc220\uacfc \uacb0\ud569\ub41c \uc774\ubca4\ud2b8 \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98\ub294, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \ud1b5\ud574 \uace0\uac1d \uacbd\ud5d8\uc744 \uadf9\ub300\ud654\ud558\uace0, \ube60\ub978 \uc758\uc0ac \uacb0\uc815\uc744 \uc9c0\uc6d0\ud558\ub294 \ud575\uc2ec \uae30\uc220\ub85c \ubc1c\uc804\ud560 \uc804\ub9dd\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc544\ud649\uc9f8, \uae30\uc220\uc758 \ubc1c\uc804\uacfc \ud568\uaed8 \ud45c\uc900\ud654\ub41c \ub514\uc790\uc778 \ud328\ud134\uacfc \ubaa8\ubc94 \uc0ac\ub840\ub4e4\uc774 \ucd95\uc801\ub420 \uac83\uc774\uba70, \uc774\ub294 \uc911\uc18c\uae30\uc5c5\ubd80\ud130 \ub300\uae30\uc5c5\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub204\uad6c\ub098 MSA \ud658\uacbd\uc5d0\uc11c \ub514\ucee4\ud50c\ub9c1\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uad6c\ud604\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud45c\uc900\uacfc \ub808\ud37c\ub7f0\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub294, \ud504\ub85c\uc81d\ud2b8 \uc9c4\ud589 \uc2dc \ucd08\uae30 \uc124\uacc4 \ub2e8\uacc4\uc5d0\uc11c\ubd80\ud130 \uc804\ub7b5\uc801 \uc758\uc0ac \uacb0\uc815\uc744 \uc9c0\uc6d0\ud558\uba70, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uacfc \ud655\uc7a5\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc5f4\uc9f8, \ub9c8\uc9c0\ub9c9\uc73c\ub85c \ub514\ucee4\ud50c\ub9c1\uacfc \uad00\ub828\ub41c \ubbf8\ub798 \ubc1c\uc804 \ubc29\ud5a5\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \uc694\uc18c\ub294 \ubc14\ub85c \u2018\uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\u2019\uacfc \u2018\ud601\uc2e0\u2019\uc785\ub2c8\ub2e4. \uae30\uc220\uc774 \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \uc624\ub298\ub0a0, \uc870\uc9c1\ub4e4\uc740 \uc9c0\uc18d\uc801\uc73c\ub85c \uc0c8\ub85c\uc6b4 \uae30\uc220\uc744 \ud0d0\uc0c9\ud558\uace0, \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \uae30\uc874 \uc2dc\uc2a4\ud15c\uc744 \uc7ac\uc124\uacc4\ud558\uba70, \ub514\ucee4\ud50c\ub9c1\uc744 \ud1b5\ud574 \uc2dc\uc2a4\ud15c\uc758 \ub3c5\ub9bd\uc131\uacfc \uc548\uc815\uc131\uc744 \ub354\uc6b1 \uac15\ud654\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc804\ubb38\uac00\ub4e4\uc740 \ub514\uc9c0\ud138 \uc804\ud658\uc758 \uac00\uc18d\ud654\uc640 \ud568\uaed8, \ud5a5\ud6c4 \uba87 \ub144\uac04 MSA\uc640 \ub514\ucee4\ud50c\ub9c1 \ubd84\uc57c\uc5d0\uc11c \uc0c8\ub85c\uc6b4 \ud601\uc2e0 \uc0ac\ub840\ub4e4\uc774 \uc18d\uc18d \ub4f1\uc7a5\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ud558\uba70, \uc774\ub294 \uc0b0\uc5c5 \uc804\ubc18\uc5d0 \uac78\uccd0 \ud070 \ubcc0\ud654\ub97c \uac00\uc838\uc62c \uac83\uc774\ub77c\uace0 \uac15\uc870\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc885\ud569\uc801\uc73c\ub85c, \ubbf8\ub798 \uc804\ub9dd\uacfc \ubc1c\uc804 \ubc29\ud5a5\uc744 \uc885\ud569\ud574\ubcf4\uba74, MSA \ud658\uacbd\uc5d0\uc11c\uc758 \uc11c\ube44\uc2a4 \ub514\ucee4\ud50c\ub9c1\uc740 \uae30\uc220\uc801 \ud601\uc2e0, \uc870\uc9c1 \ubb38\ud654, \uadf8\ub9ac\uace0 \uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\uc758 \uacb0\ud569\uc73c\ub85c \uc810\ucc28 \ub354 \uc815\uad50\ud574\uc9c0\uace0, \uac15\ub825\ud55c \uacbd\uc7c1 \uc6b0\uc704\ub97c \ucc3d\ucd9c\ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcc0\ud654\ub294 \ub514\uc9c0\ud138 \uc804\ud658 \uc2dc\ub300\uc5d0 \uae30\uc5c5\ub4e4\uc774 \uc0c8\ub85c\uc6b4 \ub3c4\uc804\uc5d0 \ub300\uc751\ud558\uace0, \uc9c0\uc18d\uc801\uc778 \uc131\uc7a5\uc744 \uc774\ub8f0 \uc218 \uc788\ub294 \uacac\uace0\ud55c \uae30\ubc18\uc744 \ub9c8\ub828\ud574 \uc904 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uac15\ub825\ud55c \uc694\uc57d\uc73c\ub85c \ub9c8\ubb34\ub9ac\ud558\uba74, \uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1\uc740 \ub2e8\uc21c\ud55c \uc544\ud0a4\ud14d\ucc98 \uc120\ud0dd\uc744 \ub118\uc5b4, \uae30\uc5c5\uc774 \ubcc0\ud654\ud558\ub294 \uc2dc\uc7a5 \ud658\uacbd\uc5d0 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud558\uace0, \uc7a5\uc560\uc640 \uc704\ud5d8\uc73c\ub85c\ubd80\ud130 \uc2dc\uc2a4\ud15c\uc744 \ubcf4\ud638\ud558\uba70, \ub3c5\ub9bd\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc744 \ud1b5\ud574 \ud601\uc2e0\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\uc744 \uad6c\ud604\ud560 \uc218 \uc788\ub294 \ud544\uc218\uc801\uc778 \uc804\ub7b5\uc785\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 MSA\uc640 \ub514\ucee4\ud50c\ub9c1 \uc6d0\uce59\uc744 \ucca0\uc800\ud788 \uc900\uc218\ud558\ub294 \uae30\uc5c5\ub4e4\uc740 \uc548\uc815\uc131\uacfc \ubbfc\ucca9\uc131, \uadf8\ub9ac\uace0 \ubcf4\uc548 \uce21\uba74\uc5d0\uc11c \ub69c\ub837\ud55c \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc11c\ube44\uc2a4 \uac04 \ub514\ucee4\ud50c\ub9c1\uc740 MSA \uc124\uacc4 \uc6d0\uce59\uc744 \uc801\uc6a9\ud574 \ubaa8\ub4c8 \ub3c5\ub9bd\uc131\uc744 \uadf9\ub300\ud654\ud558\uba70, \ub0ae\uc740 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