{"id":55976,"date":"2025-03-11T23:53:38","date_gmt":"2025-03-11T14:53:38","guid":{"rendered":"https:\/\/8gfg.shop\/blog\/development\/msa-technique-to-minimize-service-delay-by-network-optimization"},"modified":"2025-03-11T23:53:40","modified_gmt":"2025-03-11T14:53:40","slug":"msa-technique-to-minimize-service-delay-by-network-optimization","status":"publish","type":"post","link":"https:\/\/8gfg.shop\/blog\/development\/msa-technique-to-minimize-service-delay-by-network-optimization","title":{"rendered":"\ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub85c \uc11c\ube44\uc2a4 \uc9c0\uc5f0\uc744 \ucd5c\uc18c\ud654\ud558\ub294 MSA \uae30\ubc95"},"content":{"rendered":"<ul class=\"toc_post_list\">\n<li>\n<h2>\ubaa9\ucc28<\/h2>\n<ul>\n<li><a href=\"#%eb%84%a4%ed%8a%b8%ec%9b%8c%ed%81%ac-%ec%b5%9c%ec%a0%81%ed%99%94%eb%a1%9c-%ec%84%9c%eb%b9%84%ec%8a%a4-%ec%a7%80%ec%97%b0%ec%9d%84-%ec%b5%9c%ec%86%8c%ed%99%94%ed%95%98%eb%8a%94-msa-%ea%b8%b0%eb%b2%95-btbwkMQcDd\">\ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub85c \uc11c\ube44\uc2a4 \uc9c0\uc5f0\uc744 \ucd5c\uc18c\ud654\ud558\ub294 MSA \uae30\ubc95<\/a><\/li>\n<li><a href=\"#%ec%84%b9%ec%85%98-1-msa-%ea%b8%b0%eb%b2%95-%ea%b0%9c%ec%9a%94-%eb%b0%8f-%eb%84%a4%ed%8a%b8%ec%9b%8c%ed%81%ac-%ec%b5%9c%ec%a0%81%ed%99%94%ec%9d%98-%ed%95%84%ec%9a%94%ec%84%b1-btbwkMQcDd\">\uc139\uc158 1: MSA \uae30\ubc95 \uac1c\uc694 \ubc0f \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uc758 \ud544\uc694\uc131<\/a><\/li>\n<li><a href=\"#%ec%84%b9%ec%85%98-2-%eb%84%a4%ed%8a%b8%ec%9b%8c%ed%81%ac-%ec%a7%80%ec%97%b0%ec%9d%98-%ec%9b%90%ec%9d%b8%ea%b3%bc-%eb%ac%b8%ec%a0%9c%ec%a0%90-%eb%b6%84%ec%84%9d-%ec%82%ac%eb%a1%80-%ec%97%b0-btbwkMQcDd\">\uc139\uc158 2: \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0\uc758 \uc6d0\uc778\uacfc \ubb38\uc81c\uc810 \ubd84\uc11d \u2013 \uc0ac\ub840 \uc5f0\uad6c \ubc0f \ud1b5\uacc4<\/a><\/li>\n<li><a href=\"#%ec%84%b9%ec%85%98-3-msa-%ea%b8%b0%eb%b0%98-%eb%84%a4%ed%8a%b8%ec%9b%8c%ed%81%ac-%ec%b5%9c%ec%a0%81%ed%99%94-%ea%b8%b0%eb%b2%95-%ea%b5%ac%ed%98%84-%ec%a0%84%eb%9e%b5%ea%b3%bc-%ec%bd%94%eb%93%9c-btbwkMQcDd\">\uc139\uc158 3: MSA \uae30\ubc18 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uae30\ubc95 \uad6c\ud604 \uc804\ub7b5\uacfc \ucf54\ub4dc \uc608\uc81c<\/a><\/li>\n<li><a href=\"#%ec%84%b9%ec%85%98-4-%eb%af%b8%eb%9e%98-%ec%a0%84%eb%a7%9d-%eb%b0%8f-%ea%b2%b0%eb%a1%a0-%eb%84%a4%ed%8a%b8%ec%9b%8c%ed%81%ac-%ec%b5%9c%ec%a0%81%ed%99%94%ea%b0%80-%ea%b0%80%ec%a0%b8%ec%98%ac-btbwkMQcDd\">\uc139\uc158 4: \ubbf8\ub798 \uc804\ub9dd \ubc0f \uacb0\ub860 \u2013 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uac00 \uac00\uc838\uc62c \uc11c\ube44\uc2a4 \ud601\uc2e0<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>    <title id=\"%eb%84%a4%ed%8a%b8%ec%9b%8c%ed%81%ac-%ec%b5%9c%ec%a0%81%ed%99%94%eb%a1%9c-%ec%84%9c%eb%b9%84%ec%8a%a4-%ec%a7%80%ec%97%b0%ec%9d%84-%ec%b5%9c%ec%86%8c%ed%99%94%ed%95%98%eb%8a%94-msa-%ea%b8%b0%eb%b2%95-btbwkMQcDd\">\ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub85c \uc11c\ube44\uc2a4 \uc9c0\uc5f0\uc744 \ucd5c\uc18c\ud654\ud558\ub294 MSA \uae30\ubc95<\/title><\/p>\n<h1 id=\"%eb%84%a4%ed%8a%b8%ec%9b%8c%ed%81%ac-%ec%b5%9c%ec%a0%81%ed%99%94%eb%a1%9c-%ec%84%9c%eb%b9%84%ec%8a%a4-%ec%a7%80%ec%97%b0%ec%9d%84-%ec%b5%9c%ec%86%8c%ed%99%94%ed%95%98%eb%8a%94-msa-%ea%b8%b0%eb%b2%95-btbwkMQcDd\">\ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub85c \uc11c\ube44\uc2a4 \uc9c0\uc5f0\uc744 \ucd5c\uc18c\ud654\ud558\ub294 MSA \uae30\ubc95<\/h1>\n<p><img decoding=\"async\" src=\"https:\/\/8gfg.shop\/blog\/wp-content\/uploads\/2025\/03\/eb84a4ed8ab8ec9b8ced81ac-ecb59ceca081ed9994eba19c-ec849cebb984ec8aa4-eca780ec97b0ec9d84-ecb59cec868ced9994ed9598eb8a94-msa-eab8b0ebb295.jpeg\" alt=\"\ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub85c \uc11c\ube44\uc2a4 \uc9c0\uc5f0\uc744 \ucd5c\uc18c\ud654\ud558\ub294 MSA \uae30\ubc95\" \/><\/p>\n<p>\ud604\ub300 IT \uc778\ud504\ub77c\uc5d0\uc11c\ub294 MSA(Microservices Architecture, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98)\uac00 \ub514\uc9c0\ud138 \uc804\ud658\uacfc \ube60\ub978 \uc11c\ube44\uc2a4 \ubc30\ud3ec\uc5d0 \ud544\uc218\uc801\uc778 \uc694\uc18c\ub85c \uc790\ub9ac\uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub294 \uc11c\ube44\uc2a4 \uc9c0\uc5f0\uc744 \uc904\uc774\uace0, \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uba70, \uc2dc\uc2a4\ud15c\uc758 \uc2e0\ub8b0\uc131\uacfc \ud655\uc7a5\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \uc911\uc694\ud55c \uc5f4\uc1e0\uc785\ub2c8\ub2e4. \ubcf8 \ube14\ub85c\uadf8 \uac8c\uc2dc\uae00\uc740 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uae30\ubc95\uc744 \uc804\ubb38\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uc5ec, MSA \ud658\uacbd \ub0b4\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0 \uc6d0\uc778\uacfc \uc774\ub97c \uadf9\ubcf5\ud560 \uc218 \uc788\ub294 \uad6c\uccb4\uc801\uc778 \uae30\ubc95, \uc2e4\uc81c \uc0ac\ub840, \ud1b5\uacc4 \uadf8\ub9ac\uace0 \ucf54\ub4dc \uc608\uc81c\ub97c \ud1b5\ud574 \ub3c5\uc790 \uc5ec\ub7ec\ubd84\uc5d0\uac8c \uc2ec\ub3c4 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uae30\uc11c \uc6b0\ub9ac\ub294 MSA \ud658\uacbd\uc774 \ub2e8\uc21c\ud788 \uac1c\ubcc4 \uc11c\ube44\uc2a4\uc758 \ubaa8\ub4c8\ud654\ub9cc\uc744 \uc758\ubbf8\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c, \uadf8 \ubaa8\ub4c8\ub4e4 \uac04\uc758 \ud1b5\uc2e0 \ud6a8\uc728, \ub124\ud2b8\uc6cc\ud06c \ud504\ub85c\ud1a0\ucf5c, \ub85c\ub4dc \ubc38\ub7f0\uc2f1, \uce90\uc2f1 \uc804\ub7b5 \ubc0f \uc7a5\uc560 \ubcf5\uad6c \ucc98\ub9ac \ub4f1 \ub2e4\uc591\ud55c \ucc28\uc6d0\uc5d0\uc11c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uac00 \uc774\ub8e8\uc5b4\uc838\uc57c \ud568\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uc5d0 \ub530\ub978 \uc11c\ube44\uc2a4 \uc9c0\uc5f0 \ucd5c\uc18c\ud654\uc758 \ud544\uc694\uc131\uacfc \ud65c\uc6a9 \ubc29\uc548\uc744 4\uac1c\uc758 \uc139\uc158\uc5d0 \ub098\ub204\uc5b4 \uc0c1\uc138\ud558\uac8c \ub2e4\ub8e8\uba70, \uac01 \uc139\uc158\ub9c8\ub2e4 10\uac1c \uc774\uc0c1\uc758 \ubb38\ub2e8\uacfc \ucda9\ubd84\ud55c \uc0ac\ub840, \ub370\uc774\ud130, \ucf54\ub4dc \uc608\uc81c \ub4f1\uc744 \ud3ec\ud568\ud558\uc5ec \uc804\ubb38\uc131\uc744 \ud655\ubcf4\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uba3c\uc800, MSA\uc640 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uc758 \uae30\ubcf8 \uac1c\ub150\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uace0, \uc774\ub97c \ud1b5\ud574 \uc804\uccb4 \uc2dc\uc2a4\ud15c \uc124\uacc4\uc758 \ubcf5\uc7a1\uc131\uc744 \uc5b4\ub5bb\uac8c \ud574\uc18c\ud560 \uc218 \uc788\ub294\uc9c0 \uc124\uba85\ud560 \uac83\uc785\ub2c8\ub2e4. \ub610\ud55c, \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0\uc758 \uc6d0\uc778 \ubc0f \ubb38\uc81c\uc810\uc744 \uad6c\uccb4\uc801\uc778 \ud1b5\uacc4\uc640 \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud1b5\ud574 \ubd84\uc11d\ud558\uba70, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \ucd5c\uc801\ud654 \uae30\uc220\ub4e4\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uae00\uc740 \uc774\ub860\uc801\uc778 \ubd80\ubd84 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc2e4\uc81c \uac1c\ubc1c \ud604\uc7a5\uc5d0\uc11c \uc0ac\uc6a9 \uac00\ub2a5\ud55c \ucf54\ub4dc \uc608\uc81c\uc640 \uac00\uc774\ub4dc\ub3c4 \ud3ec\ud568\ud558\uace0 \uc788\uc5b4, \ub3c5\uc790\ub4e4\uc774 \ubc14\ub85c \uc801\uc6a9 \uac00\ub2a5\ud55c \uc2e4\ubb34\uc801\uc778 \uae30\uc220\uc744 \uc775\ud790 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uac04\ub2e8\ud55c \ucf54\ub4dc \uc608\uc81c\ub294 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub97c \uad6c\ud604\ud558\ub294 \ub370\uc5d0 \uc788\uc5b4 \ub9e4\uc6b0 \uc720\uc6a9\ud55c \ucc38\uace0 \uc790\ub8cc\uac00 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \ucd5c\uadfc\uc758 \ub3d9\ud5a5\uacfc \ucd5c\uc2e0 \uae30\uc220 \ub3d9\ud5a5\uc744 \ubc18\uc601\ud558\uc5ec, MSA \ud658\uacbd\uc5d0\uc11c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uac00 \ubbf8\ub798\uc5d0 \uc5b4\ub5a4 \ubc29\ud5a5\uc73c\ub85c \ubc1c\uc804\ud560\uc9c0 \uc804\ub9dd\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub3c5\uc790\ub4e4\uc740 \ud604\uc7ac \uae30\uc220\uc758 \ud55c\uacc4\uc640 \uc55e\uc73c\ub85c\uc758 \ubc1c\uc804 \ubc29\ud5a5\uc744 \uba85\ud655\ud558\uac8c \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uc758 \uc911\uc694\uc131\uc740 \ub2e8\uc21c\ud788 \uc751\ub2f5\uc18d\ub3c4\ub098 \ucc98\ub9ac\ub7c9\uc758 \ubb38\uc81c\ub97c \ub118\uc5b4\uc11c, \uc0ac\uc6a9\uc790 \uc2e0\ub8b0\ub3c4, \uc2dc\uc2a4\ud15c \uc548\uc815\uc131 \ubc0f \uae30\uc5c5\uc758 \uacbd\uc7c1\ub825\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc5d0 \uc9d1\uc911\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c \uc218\ub9ce\uc740 \uae00\ub85c\ubc8c IT \uae30\uc5c5\ub4e4\uc774 MSA \uae30\ubc18 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uc804\ub7b5\uc744 \ub3c4\uc785\ud558\uc5ec \uc11c\ube44\uc2a4 \ud488\uc9c8\uc744 \ud5a5\uc0c1\uc2dc\ud0a8 \uc0ac\ub840\ub4e4\uc774 \uc774\ub97c \uc99d\uba85\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \uae00\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \uc0ac\ub840 \uc5f0\uad6c\uc640 \ud1b5\uacc4\ub97c \ud1b5\ud574, \ub124\ud2b8\uc6cc\ud06c \uc131\ub2a5 \ubb38\uc81c\uc5d0 \ub300\ud55c \uc2ec\uce35 \ubd84\uc11d\uacfc \ud568\uaed8 \ucd5c\uc801\ud654 \uc194\ub8e8\uc158\uc744 \uc81c\uc2dc\ud569\ub2c8\ub2e4. \ub610\ud55c, \uc2e4\uc81c \uc11c\ube44\uc2a4 \ud658\uacbd\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ubb38\uc81c\ub4e4\uc744 \ud574\uacb0\ud55c \uae30\uc5c5\ub4e4\uc758 \uc131\uacf5 \uc0ac\ub840\ub97c \uc911\uc2ec\uc73c\ub85c, \ub3c5\uc790\ub4e4\uc774 \uc9c1\uc811 \uc801\uc6a9 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\uc640 \uc804\ub7b5\uc744 \uc81c\uc2dc\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uae00 \uc804\uccb4\ub97c \ud1b5\ud574 MSA \ud658\uacbd\uc5d0\uc11c\uc758 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uc804\ub7b5\uc744 \ub2e4\uac01\ub3c4\ub85c \ubd84\uc11d\ud558\uace0, \uc774\ub97c \uc704\ud55c \uae30\uc220\uc801, \uc6b4\uc601\uc801 \uc694\uc18c\ub4e4\uc744 \uc885\ud569\uc801\uc73c\ub85c \uc81c\uc2dc\ud568\uc73c\ub85c\uc368, \ub3c5\uc790\ub4e4\uc774 \ubcf4\ub2e4 \uc804\ubb38\uc801\uc774\uace0 \uc2ec\ub3c4 \uc788\ub294 \uc9c0\uc2dd\uc744 \uc2b5\ub4dd\ud560 \uc218 \uc788\ub3c4\ub85d \uad6c\uc131\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 id=\"%ec%84%b9%ec%85%98-1-msa-%ea%b8%b0%eb%b2%95-%ea%b0%9c%ec%9a%94-%eb%b0%8f-%eb%84%a4%ed%8a%b8%ec%9b%8c%ed%81%ac-%ec%b5%9c%ec%a0%81%ed%99%94%ec%9d%98-%ed%95%84%ec%9a%94%ec%84%b1-btbwkMQcDd\">\uc139\uc158 1: MSA \uae30\ubc95 \uac1c\uc694 \ubc0f \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uc758 \ud544\uc694\uc131<\/h2>\n<p>MSA(Microservices Architecture)\ub294 \uc804\ud1b5\uc801\uc778 \ubaa8\ub180\ub9ac\uc2dd \uc544\ud0a4\ud14d\ucc98\uc640 \ube44\uad50\ud558\uc5ec \uc791\uc740 \ub2e8\uc704\uc758 \uc11c\ube44\uc2a4\ub85c \ubd84\ub9ac\ub41c \uc2dc\uc2a4\ud15c \uc124\uacc4\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubd84\uc0b0 \ud658\uacbd\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubc30\ud3ec\ub418\uace0 \uc720\uc9c0\uad00\ub9ac\ub418\uc9c0\ub9cc, \ub3d9\uc2dc\uc5d0 \ub124\ud2b8\uc6cc\ud06c \uae30\ubc18\uc758 \ud1b5\uc2e0\uc774 \ube48\ubc88\ud558\uac8c \ubc1c\uc0dd\ud558\uae30 \ub54c\ubb38\uc5d0 \uc11c\ube44\uc2a4 \uac04\uc758 \uc758\uc874\uc131\uacfc \uc9c0\uc5f0(latency) \ubb38\uc81c\uac00 \ub450\ub4dc\ub7ec\uc9c0\uac8c \ub429\ub2c8\ub2e4. \ubcf8 \uc139\uc158\uc5d0\uc11c\ub294 MSA\uc758 \uae30\ubcf8 \uac1c\ub150\uacfc \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uac00 \uc65c \ud544\uc218\uc801\uc778\uc9c0\ub97c \uc2ec\ub3c4 \uc788\uac8c \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/p>\n<p>\uccab \ubc88\uc9f8\ub85c, MSA\ub294 \uac01 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uae30\ub2a5\uc744 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ub2e8\uc704\ub85c \ubd84\ub9ac\ud558\uc5ec \ub3c5\ub9bd\uc801\uc778 \uae30\ub2a5 \ubaa8\ub4c8\ub85c \uc6b4\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \ucf54\ub4dc \uc7ac\uc0ac\uc6a9\uc131, \ubc30\ud3ec\uc758 \uc720\uc5f0\uc131 \ubc0f \uc7a5\uc560 \uaca9\ub9ac\uac00 \uac00\ub2a5\ud574\uc9c0\ub294 \uc7a5\uc810\uc774 \uc874\uc7ac\ud558\uc9c0\ub9cc, \ub3d9\uc2dc\uc5d0 \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \ub124\ud2b8\uc6cc\ud06c \ud638\ucd9c\uc774 \uc7a6\uc544\uc838 \ud1b5\uc2e0 \uc9c0\uc5f0, \ud328\ud0b7 \uc190\uc2e4, \ub124\ud2b8\uc6cc\ud06c \ubcd1\ubaa9 \uac19\uc740 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \ub300\uaddc\ubaa8 \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc5d0\uc11c\ub294 \ub124\ud2b8\uc6cc\ud06c \uc7a5\uc560\ub85c \uc778\ud55c \uc11c\ube44\uc2a4 \uc911\ub2e8\uc774 \uc885\uc885 \ubc1c\uc0dd\ud558\uba70, \uc774\ub294 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc5d0 \uce58\uba85\uc801\uc778 \uc601\ud5a5\uc744 \ub07c\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub450 \ubc88\uc9f8\ub85c, \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub294 \ub2e8\uc21c\ud788 \ub0b4\ubd80 \ud1b5\uc2e0\uc758 \uc18d\ub3c4 \uac1c\uc120\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uc11c\ube44\uc2a4\ub97c \ub3c5\ub9bd\uc801\uc73c\ub85c \uad00\ub9ac\ud558\ub294 \ub9cc\ud07c, \uac01 \uc11c\ube44\uc2a4\uac00 \uc11c\ub85c \ub2e4\ub978 \uc11c\ubc84 \ud639\uc740 \ub370\uc774\ud130 \uc13c\ud130\uc5d0 \ubd84\uc0b0\ub420 \uc218 \uc788\uc73c\uba70, \uc774\uc5d0 \ub530\ub77c \ub370\uc774\ud130 \uc804\uc1a1 \uacbd\ub85c\uac00 \ubcf5\uc7a1\ud574\uc9d1\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcf5\uc7a1\uc131\uc740 \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0\uc758 \uc8fc\uc694 \uc6d0\uc778\uc774\uba70, \uc774\ub97c \uc0ac\uc804\uc5d0 \uc608\uce21\ud558\uace0 \ub300\uc751\ud558\ub294 \uc804\ub7b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc138 \ubc88\uc9f8\ub85c, \ucd5c\uadfc\uc758 \uc5f0\uad6c\uc640 \uc0ac\ub840 \ubd84\uc11d \uacb0\uacfc\ub294 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uac00 \uc11c\ube44\uc2a4 \uc9c0\uc5f0\uc744 \uc904\uc5ec \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\uc5d0 \uc9c1\uc811\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce5c\ub2e4\ub294 \uac83\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub300\ud615 \uc804\uc790\uc0c1\uac70\ub798 \ud50c\ub7ab\ud3fc\uc774\ub098 \uae08\uc735 \uac70\ub798 \uc2dc\uc2a4\ud15c\uc5d0\uc11c\ub294 \uba87 \ubc00\ub9ac\ucd08\uc758 \uc9c0\uc5f0\uc870\ucc28 \ub9e4\ucd9c \ud558\ub77d\uc774\ub098 \uc0ac\uc6a9\uc790 \uc774\ud0c8\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc73c\ubbc0\ub85c, \uc774\uc640 \uac19\uc740 \ucd5c\uc801\ud654 \uc804\ub7b5\uc740 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc2e4\uc81c \ud1b5\uacc4\uc5d0 \ub530\ub974\uba74, \ud3c9\uade0 \uc751\ub2f5\uc18d\ub3c4\uac00 100ms \uc774\ud558\ub85c \uc720\uc9c0\ub41c \uc2dc\uc2a4\ud15c\uc740 200ms \uc774\uc0c1\uc77c \uacbd\uc6b0 \ub300\ube44 35% \uc774\uc0c1\uc758 \uc0ac\uc6a9\uc790 \ub9cc\uc871\ub3c4\ub97c \uae30\ub85d\ud55c \uc0ac\ub840\uac00 \ubcf4\uace0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub124 \ubc88\uc9f8\ub85c, MSA \ud658\uacbd\uc5d0\uc11c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub97c \uad6c\ud604\ud558\uae30 \uc704\ud574\uc11c\ub294 \ud558\ub4dc\uc6e8\uc5b4 \uc218\uc900\uc758 \uc131\ub2a5 \uac1c\uc120 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub808\ubca8\uc5d0\uc11c\uc758 \ud6a8\uc728\uc801\uc778 \ud504\ub85c\ud1a0\ucf5c\uacfc \ud1b5\uc2e0 \uaddc\uc57d \uc801\uc6a9\uc774 \uc694\uad6c\ub429\ub2c8\ub2e4. \uc11c\ube44\uc2a4 \uac04 \ub370\uc774\ud130 \ud1b5\uc2e0\uc740 RESTful API, gRPC, Message Queue \ub4f1 \ub2e4\uc591\ud55c \ud504\ub85c\ud1a0\ucf5c\ub85c \uc774\ub8e8\uc5b4\uc9c0\uba70, \uac01 \ud504\ub85c\ud1a0\ucf5c\uc758 \ud2b9\uc131\uc744 \ubd84\uc11d\ud558\uace0 \ucd5c\uc801\uc758 \uc120\ud0dd\uc744 \ud558\ub294 \uacfc\uc815\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, RESTful API\ub294 \uc778\uac04\uc774 \uc77d\uae30 \uc26c\uc6b4 \uad6c\uc870\ub97c \uc81c\uacf5\ud558\uc9c0\ub9cc, gRPC\ub294 \ub354 \ub0ae\uc740 \uc9c0\uc5f0\uacfc \ub192\uc740 \ucc98\ub9ac\ub7c9\uc744 \ubcf4\uc7a5\ud558\uae30 \ub54c\ubb38\uc5d0 \uc0c1\ud669\uc5d0 \ub530\ub77c \uc801\uc808\ud55c \uc120\ud0dd\uc774 \uc694\uad6c\ub429\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc12f \ubc88\uc9f8\ub85c, \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc758 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ubd84\uc11d\uc740 \ucd5c\uc801\ud654 \uc804\ub7b5\uc758 \uae30\ucd08\uac00 \ub429\ub2c8\ub2e4. \ub124\ud2b8\uc6cc\ud06c \uc131\ub2a5\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0, \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc870\uae30\uc5d0 \uac10\uc9c0\ud560 \uc218 \uc788\ub294 \uc2dc\uc2a4\ud15c\uc744 \uac16\ucd94\ub294 \uac83\uc740 \uc11c\ube44\uc2a4 \uc548\uc815\uc131 \ud655\ubcf4\uc5d0 \uacb0\uc815\uc801\uc778 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 Prometheus, Grafana\uc640 \uac19\uc740 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\ub97c \uc774\uc6a9\ud574 \uc2e4\uc2dc\uac04 \ub124\ud2b8\uc6cc\ud06c \uc0c1\ud0dc\ub97c \ud30c\uc545\ud558\uace0, \uc774\ub97c \ud1b5\ud574 \ucd5c\uc801\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c \uacbd\ub85c\ub97c \uc790\ub3d9\uc73c\ub85c \uc120\ud0dd\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uc12f \ubc88\uc9f8\ub85c, MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uc11c\ube44\uc2a4 \uac04\uc758 \ud638\ucd9c \ube48\ub3c4\uc640 \ub370\uc774\ud130 \uc804\uc1a1\ub7c9\uc774 \ud3ed\ubc1c\uc801\uc73c\ub85c \uc99d\uac00\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c, \uce90\uc2f1 \uc804\ub7b5\uc758 \ub3c4\uc785\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ubd84\uc0b0 \uce90\uc2dc \uc2dc\uc2a4\ud15c(\uc608: Redis, Memcached)\uc744 \ud1b5\ud574 \ubc18\ubcf5\uc801\uc778 \uc694\uccad\uc5d0 \ub300\ud55c \uc751\ub2f5 \uc18d\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uba70, \ub124\ud2b8\uc6cc\ud06c \ubd80\ud558\ub97c \uc904\uc774\ub294 \ubc29\uc548\uc744 \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4. \uc2e4\uc81c \uc0ac\ub840\ub85c, \ud55c \uae08\uc735 \uae30\uad00\uc740 \uce90\uc2f1 \uc804\ub7b5 \ub3c4\uc785 \ud6c4 \ud3c9\uade0 \uc751\ub2f5 \uc18d\ub3c4\ub97c 40% \uac1c\uc120\ud558\ub294 \uc131\uacfc\ub97c \uc5bb\uc5c8\uc73c\uba70, \uc774\ub294 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uc758 \ud544\uc218 \uc804\ub7b5\uc784\uc744 \uc798 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<p>\uc77c\uacf1 \ubc88\uc9f8\ub85c, \ub124\ud2b8\uc6cc\ud06c \ubcf4\uc548 \uce21\uba74\uc5d0\uc11c\ub3c4 \ucd5c\uc801\ud654\ub294 \uc911\uc694\ud55c \uc758\ubbf8\ub97c \uac00\uc9d1\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\ubbc0\ub85c, \ubcf4\uc548 \ucde8\uc57d\uc810\uc774 \ubc1c\uc0dd\ud560 \uacbd\uc6b0 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ubc29\uc9c0\ud558\uae30 \uc704\ud574, \uc554\ud638\ud654 \ud1b5\uc2e0, \uc811\uadfc \uc81c\uc5b4, \uc11c\ube44\uc2a4 \uba54\uc26c(Service Mesh)\uc640 \uac19\uc740 \uae30\uc220\uc774 \ub3c4\uc785\ub418\uc5b4 \ub124\ud2b8\uc6cc\ud06c \ubcf4\uc548\uc744 \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc11c\ube44\uc2a4 \uba54\uc26c\ub294 \ubd84\uc0b0 \ud658\uacbd\uc5d0\uc11c\uc758 \ud2b8\ub798\ud53d \uc81c\uc5b4\uc640 \ubcf4\uc548 \uc815\ucc45 \uc801\uc6a9\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uae30\uc220\ub85c, \ub300\ud45c\uc801\uc778 \uc0ac\ub840\ub85c Istio\uc640 Linkerd\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\ub35f \ubc88\uc9f8\ub85c, \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub294 \uacb0\uad6d \ube44\uc6a9 \uc808\uac10\uc73c\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4. \ucd5c\uc801\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c \uc778\ud504\ub77c\ub294 \uc11c\ubc84 \ub9ac\uc18c\uc2a4\uc758 \ud6a8\uc728\uc801 \uc0ac\uc6a9\uacfc \ub370\uc774\ud130 \uc804\uc1a1 \ube44\uc6a9\uc758 \uc808\uac10, \ub2e4\uc6b4\ud0c0\uc784 \ucd5c\uc18c\ud654 \ub4f1\uc758 \uacbd\uc81c\uc801 \uc774\uc810\uc744 \uc81c\uacf5\ud558\uba70, \uc7a5\uae30\uc801\uc73c\ub85c \uae30\uc5c5\uc758 \uc6b4\uc601 \ube44\uc6a9\uc744 \ud68d\uae30\uc801\uc73c\ub85c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \ud1b5\uacc4 \uc790\ub8cc\uc5d0 \ub530\ub974\uba74, \ucd5c\uc801\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c \uc778\ud504\ub77c\ub97c \ub3c4\uc785\ud55c \uae30\uc5c5\ub4e4\uc740 \uc804\ub144\ub3c4 \ub300\ube44 \uc6b4\uc601 \ube44\uc6a9\uc5d0\uc11c \ud3c9\uade0 25% \uc774\uc0c1\uc758 \uc808\uac10\uc744 \ub2ec\uc131\ud558\uc600\uc73c\uba70, \uc774\ub294 \uacbd\uc7c1\ub825 \uac15\ud654\uc5d0 \ud070 \ub3c4\uc6c0\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc544\ud649 \ubc88\uc9f8\ub85c, \uae30\uc220 \ud2b8\ub80c\ub4dc\uc758 \ubcc0\ud654\uc5d0 \ubc1c\ub9de\ucd94\uc5b4 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub294 \uc9c0\uc18d\uc801\uc73c\ub85c \uc9c4\ud654\ud558\uace0 \uc788\uc73c\uba70, \uc778\uacf5\uc9c0\ub2a5(AI) \ubc0f \uba38\uc2e0\ub7ec\ub2dd(ML)\uc744 \ud65c\uc6a9\ud55c \uc2e4\uc2dc\uac04 \ud2b8\ub798\ud53d \ubd84\uc11d\uc774 \uc810\ucc28 \ubcf4\ud3b8\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI \uae30\ubc18\uc758 \uc608\uce21 \ubaa8\ub378\uc740 \ub124\ud2b8\uc6cc\ud06c \ubd80\ud558\ub97c \ubbf8\ub9ac \uac10\uc9c0\ud558\uace0, \uc790\ub3d9\uc73c\ub85c \uacbd\ub85c\ub97c \uc7ac\uc124\uc815\ud558\uac70\ub098 \ub9ac\uc18c\uc2a4\ub97c \uc7ac\ubc30\ubd84\ud558\ub294 \ucd5c\uc801\ud654 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uc5ec \uc11c\ube44\uc2a4 \uc9c0\uc5f0\uc744 \ubbf8\uc5f0\uc5d0 \ubc29\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220 \ud601\uc2e0\uc740 \uc55e\uc73c\ub85c MSA \ud658\uacbd\uc758 \ud575\uc2ec \uacbd\uc7c1\ub825\uc73c\ub85c \uc790\ub9ac\uc7a1\uac8c \ub420 \uc804\ub9dd\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc5f4 \ubc88\uc9f8\ub85c, \ubcf8 \uc139\uc158\uc5d0\uc11c \ub2e4\ub8ec \ub0b4\uc6a9\uc740 MSA \ud658\uacbd \ub0b4 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uc758 \ud544\uc694\uc131\uacfc \uadf8 \uad6c\ud604 \ubc29\ud5a5\uc5d0 \ub300\ud55c \uae30\ucd08\uc801\uc778 \uc774\ud574\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. MSA\uac00 \uc81c\uacf5\ud558\ub294 \uc720\uc5f0\uc131\uacfc \ud655\uc7a5\uc131\uc744 \uc644\ubcbd\ud558\uac8c \ud65c\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub97c \ud1b5\ud55c \uc11c\ube44\uc2a4 \uc9c0\uc5f0 \ucd5c\uc18c\ud654\uac00 \ud544\uc218\uc801\uc784\uc744 \ub2e4\uc2dc \ud55c \ubc88 \uac15\uc870\ud558\uba70, \uc774\ud6c4 \uc139\uc158\uc5d0\uc11c\ub294 \ubcf4\ub2e4 \uad6c\uccb4\uc801\uc778 \uc6d0\uc778 \ubd84\uc11d\uacfc \ucd5c\uc801\ud654 \uad6c\ud604 \uc804\ub7b5, \uadf8\ub9ac\uace0 \uc2e4\uc81c \ucf54\ub4dc \uc608\uc81c\ub97c \ud1b5\ud574 \uc774\ub97c \uc0c1\uc138\ud788 \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 id=\"%ec%84%b9%ec%85%98-2-%eb%84%a4%ed%8a%b8%ec%9b%8c%ed%81%ac-%ec%a7%80%ec%97%b0%ec%9d%98-%ec%9b%90%ec%9d%b8%ea%b3%bc-%eb%ac%b8%ec%a0%9c%ec%a0%90-%eb%b6%84%ec%84%9d-%ec%82%ac%eb%a1%80-%ec%97%b0-btbwkMQcDd\">\uc139\uc158 2: \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0\uc758 \uc6d0\uc778\uacfc \ubb38\uc81c\uc810 \ubd84\uc11d \u2013 \uc0ac\ub840 \uc5f0\uad6c \ubc0f \ud1b5\uacc4<\/h2>\n<p>\uc774 \uc139\uc158\uc5d0\uc11c\ub294 MSA \ud658\uacbd\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0\uc758 \uc8fc\uc694 \uc6d0\uc778\ub4e4\uc744 \uc2ec\ub3c4 \uc788\uac8c \ubd84\uc11d\ud558\uace0, \uc2e4\uc81c \uc0ac\ub840\uc640 \ud1b5\uacc4 \uc790\ub8cc\ub97c \ud1b5\ud574 \uadf8 \uc2ec\uac01\uc131\uacfc \ubb38\uc81c\uc810\uc744 \uc9da\uc5b4\ubd05\ub2c8\ub2e4. \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0\uc740 \ub2e8\uc21c\ud55c \uc22b\uc790\uc0c1\uc758 \ucc28\uc774\uac00 \uc544\ub2c8\ub77c, \uc0ac\uc6a9\uc790 \uacbd\ud5d8 \ubc0f \uc11c\ube44\uc2a4 \ud488\uc9c8\uc5d0 \uc9c1\uc811\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce58\uae30 \ub54c\ubb38\uc5d0, \uc774\ub97c \uc815\ud655\ud558\uac8c \uc774\ud574\ud558\uace0 \ub300\uc751\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uccab \ubc88\uc9f8 \ubb38\uc81c\uc810\uc740 \uc11c\ube44\uc2a4 \uac04\uc758 \ud1b5\uc2e0 \ubcf5\uc7a1\ub3c4 \uc99d\uac00\uc785\ub2c8\ub2e4. MSA\uc758 \ud2b9\uc9d5\uc778 \ubd84\uc0b0 \uc2dc\uc2a4\ud15c \uad6c\uc870\uc5d0\uc11c\ub294 \uc5ec\ub7ec \uc11c\ube44\uc2a4 \uac04\uc758 API \ud638\ucd9c\uc774 \ube48\ubc88\ud558\uac8c \ubc1c\uc0dd\ud558\uba70, \uc774\ub4e4\uc774 \ub3d9\uae30\ud654\ub418\uc5b4\uc57c \ud558\ub294 \uacbd\uc6b0 \ud638\ucd9c \ub2e8\uacc4\uac00 \ub298\uc5b4\ub098\uba74\uc11c \uc9c0\uc5f0\uc774 \ubc1c\uc0dd\ud560 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud55c \ubc88\uc758 \uc0ac\uc6a9\uc790 \uc694\uccad\uc774 5\uac1c \uc774\uc0c1\uc758 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub97c \uac70\uce58\uba74\uc11c \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \ud1b5\uc2e0 \uacfc\uc815\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \uc9c0\uc5f0\uc774 \ub204\uc801\ub418\uc5b4 \uc804\uccb4 \uc751\ub2f5 \uc2dc\uac04\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc0ac\ub840\uac00 \ube48\ubc88\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub450 \ubc88\uc9f8 \ubb38\uc81c\uc810\uc740 \ub124\ud2b8\uc6cc\ud06c \ubcd1\ubaa9 \ud604\uc0c1\uc785\ub2c8\ub2e4. \uc11c\ube44\uc2a4\uc758 \uc778\uae30 \uc694\uc778\uc774\ub098 \ud2b9\uc815 \uc2dc\uac04\ub300\uc5d0 \uc0ac\uc6a9\ub7c9\uc758 \ud3ed\uc99d\uc73c\ub85c \uc778\ud574 \ub2e8\uc77c \ub124\ud2b8\uc6cc\ud06c \uacbd\ub85c \ub610\ub294 \ub370\uc774\ud130 \uc13c\ud130\uc758 \ub77c\uc6b0\ud130\uac00 \uacfc\ubd80\ud558 \uc0c1\ud0dc\uc5d0 \ube60\uc9c8 \uacbd\uc6b0, \ud070 \ud3ed\uc758 \uc18d\ub3c4 \uc800\ud558\uac00 \ub098\ud0c0\ub0a9\ub2c8\ub2e4. \uc2e4\uc81c\ub85c \uae00\ub85c\ubc8c \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ube44\uc2a4 \uc5c5\uccb4\ub4e4\uc740 \ud2b9\uc815 \uc774\ubca4\ud2b8 \uae30\uac04 \ub3d9\uc548 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d \ud3ed\uc8fc\ub85c \uc778\ud574 \ud3c9\uade0 \uc9c0\uc5f0 \uc2dc\uac04\uc774 150ms \uc774\uc0c1 \uc99d\uac00\ud55c \uc0ac\ub840\uac00 \uc788\uc73c\uba70, \uc774\ub85c \uc778\ud574 \uc0ac\uc6a9\uc790 \ubd88\ub9cc\uacfc \uc774\ud0c8\ub960 \uc0c1\uc2b9\uc774\ub77c\ub294 \ubd80\uc815\uc801 \uacb0\uacfc\ub97c \uacbd\ud5d8\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc138 \ubc88\uc9f8 \ubb38\uc81c\uc810\uc740 \ubd84\uc0b0 \uce90\uc2dc \ubc0f \ub370\uc774\ud130 \uc77c\uad00\uc131 \ubb38\uc81c\uc785\ub2c8\ub2e4. \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub97c \uc704\ud574 \uce90\uc2dc \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud55c \uacbd\uc6b0\ub77c\ub3c4, \uce90\uc2dc\ub41c \ub370\uc774\ud130\uc640 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uac04\uc758 \ub3d9\uae30\ud654 \ubb38\uc81c\ub85c \uc778\ud574 \ubd80\uc815\ud655\ud55c \ub370\uc774\ud130 \uc751\ub2f5\uc774 \ubc1c\uc0dd\ud558\uac70\ub098, \ubd88\ud544\uc694\ud55c \ucd94\uac00 \ub124\ud2b8\uc6cc\ud06c \ud638\ucd9c\uc774 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud55c \uae08\uc735 \uc11c\ube44\uc2a4 \uae30\uc5c5\uc740 \uce90\uc2dc \uc815\ucc45 \ubbf8\ud761\uc73c\ub85c \uc778\ud574, \uc77c\ubd80 \uac70\ub798 \uc694\uccad\uc5d0\uc11c \uc2ec\uac01\ud55c \uc9c0\uc5f0\uc774 \ubc1c\uc0dd\ud55c \uc0ac\ub840\ub97c \ubcf4\uace0\ud55c \ubc14 \uc788\uc73c\uba70, \uc774\ub85c \uc778\ud574 \uc2dc\uc2a4\ud15c \uc804\ubc18\uc758 \uc2e0\ub8b0\ub3c4\uac00 \uc77c\uc2dc\uc801\uc73c\ub85c \ud558\ub77d\ud55c \uc801\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub124 \ubc88\uc9f8 \ubb38\uc81c\uc810\uc740 \ub108\ubb34 \ub9ce\uc740 API \ud638\ucd9c\ub85c \uc778\ud55c \uc624\ubc84\ud5e4\ub4dc\uc785\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uc11c\ube44\uc2a4 \uac04\uc758 \ud1b5\uc2e0 \ubc29\ubc95\uc73c\ub85c RESTful API, gRPC \ub4f1\uc758 \ub2e4\uc591\ud55c \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\uac8c \ub418\ub294\ub370, \uc774 \uacfc\uc815\uc5d0\uc11c \uac01\uac01\uc758 \ud638\ucd9c\ub9c8\ub2e4 \ubc1c\uc0dd\ud558\ub294 \uc624\ubc84\ud5e4\ub4dc\uac00 \ub204\uc801\ub418\uc5b4 \uc11c\ube44\uc2a4 \uc9c0\uc5f0\uc744 \ucd08\ub798\ud569\ub2c8\ub2e4. \ucd5c\uadfc \ubd84\uc11d \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74, API \ud638\ucd9c \ube48\ub3c4\uc640 \uc751\ub2f5 \uc9c0\uc5f0 \uc0ac\uc774\uc5d0\ub294 \ub69c\ub837\ud55c \uc0c1\uad00\uad00\uacc4\uac00 \uc788\uc73c\uba70, \uc774\ub97c \ucd5c\uc801\ud654\ud558\uc9c0 \uc54a\uc73c\uba74 \uc804\uccb4 \uc751\ub2f5 \uc131\ub2a5\uc774 20~30% \uc774\uc0c1 \uc800\ud558\ub420 \uc218 \uc788\ub294 \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc12f \ubc88\uc9f8 \ubb38\uc81c\uc810\uc740 \ub124\ud2b8\uc6cc\ud06c \uc7a5\uc560\uc5d0 \ub530\ub978 \uc608\uc678 \ucc98\ub9ac \ubc0f \uc7ac\uc2dc\ub3c4 \ub85c\uc9c1\uc758 \ubd80\uc7ac\uc785\ub2c8\ub2e4. MSA\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\ubbc0\ub85c, \ud558\ub098\uc758 \uc11c\ube44\uc2a4\uac00 \uc7a5\uc560\ub97c \uacaa\uc744 \uacbd\uc6b0 \ub2e4\ub978 \uc11c\ube44\uc2a4\ub85c\uc758 \uc804\ub2ec\uc774\ub098 \uc790\ub3d9 \ubcf5\uad6c\uac00 \uc774\ub8e8\uc5b4\uc838\uc57c \ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc7ac\uc2dc\ub3c4 \ub85c\uc9c1\uc774 \uc801\uc808\ud788 \uad6c\ud604\ub418\uc9c0 \uc54a\uc740 \uacbd\uc6b0, \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud55c \uc11c\ube44\uc2a4\ub85c\uc758 \ubb34\ubd84\ubcc4\ud55c \uc7ac\uc694\uccad\uc774 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \ubd80\ud558\ub97c \uc8fc\uba70, \uc9c0\uc5f0\uc744 \ub354\uc6b1 \uc545\ud654\uc2dc\ud0a4\ub294 \uacb0\uacfc\ub97c \ub0b3\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uc0ac\ub840\ub85c, \ud55c IT \ud68c\uc0ac\uc5d0\uc11c\ub294 \uc7ac\uc2dc\ub3c4 \ub85c\uc9c1\uc758 \ubd80\uc7ac\ub85c \uc778\ud574, \ud2b9\uc815 \uc11c\ube44\uc2a4 \uc7a5\uc560 \uc2dc \uc804\uccb4 \ud2b8\ub798\ud53d\uc758 15% \uc774\uc0c1\uc774 \ubc18\ubcf5 \uc694\uccad\ub418\uc5b4 \ucd94\uac00\uc801\uc778 \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0 \ubc0f \uc7a5\uc560 \ud655\uc0b0 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud55c \ubc14 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uc12f \ubc88\uc9f8 \ubb38\uc81c\uc810\uc740 \uc11c\ube44\uc2a4 \uba54\uc26c\uc640 \uac19\uc740 \uc911\uac04 \uacc4\uce35\uc758 \uc0ac\uc6a9\uc5d0 \ub530\ub978 \uc624\ubc84\ud5e4\ub4dc\uc785\ub2c8\ub2e4. \uc11c\ube44\uc2a4 \uba54\uc26c\ub294 MSA \ud658\uacbd\uc5d0\uc11c \ud2b8\ub798\ud53d \uc81c\uc5b4 \ubc0f \ubcf4\uc548 \uc815\ucc45 \uc801\uc6a9\uc744 \uc6a9\uc774\ud558\uac8c \ud574\uc8fc\uc9c0\ub9cc, \uadf8 \uc790\uccb4\uac00 \ucd94\uac00\uc801\uc778 \ub124\ud2b8\uc6cc\ud06c \ub77c\uc6b0\ud305 \ub808\uc774\uc5b4\ub97c \ud615\uc131\ud558\uac8c \ub418\uc5b4, \uc798\ubabb \uad6c\uc131\ub418\uba74 \uc9c0\uc5f0\uc744 \uc720\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uad6c\uccb4\uc801\uc778 \uc0ac\ub840\ub85c, \ud55c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc11c\ube44\uc2a4 \uc81c\uacf5 \uc5c5\uccb4\ub294 \uc11c\ube44\uc2a4 \uba54\uc26c \ub3c4\uc785 \ud6c4 \ucd08\uae30 \uc124\uc815 \ubbf8\ud761\uc73c\ub85c \uc778\ud574, \ud3c9\uade0 \uc9c0\uc5f0 \uc2dc\uac04\uc774 10~15% \uc99d\uac00\ud55c \uacbd\ud5d8\uc774 \uc788\uc73c\uba70, \uc774\ud6c4 \ucd5c\uc801\ud654 \uc791\uc5c5\uc744 \ud1b5\ud574 \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc77c\uacf1 \ubc88\uc9f8 \ubb38\uc81c\uc810\uc740 \ubb3c\ub9ac\uc801 \uc778\ud504\ub77c\uc758 \ud55c\uacc4\uc785\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c\uc758 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc6b4\uc601\uc740 \ubb3c\ub9ac\uc801 \ub124\ud2b8\uc6cc\ud06c \uc7a5\ube44\uc758 \uc131\ub2a5\uacfc \uc548\uc815\uc131\uc5d0 \uc758\uc874\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc73c\uba70, \uc778\ud130\ub137 \ud2b8\ub798\ud53d\uc758 \ubd88\uaddc\uce59\ud55c \ubcc0\ud654\ub098 \ub370\uc774\ud130 \uc13c\ud130 \uac04\uc758 \uac70\ub9ac\uc5d0 \ub530\ub978 \uc9c0\uc5f0\uc774 \ubc1c\uc0dd\ud560 \uac00\ub2a5\uc131\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uc2e4\uc81c \ud1b5\uacc4\uc5d0 \ub530\ub974\uba74, \ub370\uc774\ud130 \uc13c\ud130 \uac04 \uac70\ub9ac\uac00 100km \uc774\uc0c1\uc77c \uacbd\uc6b0 \ud3c9\uade0 \uc9c0\uc5f0 \uc2dc\uac04\uc774 20~30ms \uc774\uc0c1 \uc99d\uac00\ud558\ub294 \uacbd\ud5a5\uc774 \uc788\uc73c\uba70, \uc774\ub294 \ud2b9\ud788 \uae00\ub85c\ubc8c \uc11c\ube44\uc2a4\ub97c \uc6b4\uc601\ud558\ub294 \uae30\uc5c5\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\ub35f \ubc88\uc9f8 \ubb38\uc81c\uc810\uc740 \uc790\ub3d9\ud654 \ud234\uc774\ub098 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc758 \ubd80\uc7ac\ub85c \uc778\ud574, \ub124\ud2b8\uc6cc\ud06c \ubb38\uc81c\ub97c \uc0ac\uc804\uc5d0 \uac10\uc9c0\ud558\uace0 \ub300\uc751\ud558\uc9c0 \ubabb\ud558\ub294 \uc0c1\ud669\uc785\ub2c8\ub2e4. \uace0\uac1d \uc694\uccad\uc774\ub098 \uc7a5\uc560 \ubc1c\uc0dd \ud6c4\uc5d0\uc57c \ubb38\uc81c\ub97c \uc778\uc9c0\ud558\ub294 \uc218\ub3d9\uc801\uc778 \uc6b4\uc601 \ubc29\uc2dd\uc740 \uc11c\ube44\uc2a4 \ud488\uc9c8\uc5d0 \ubd80\uc815\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud55c \ub300\ud615 IT \uc11c\ube44\uc2a4 \uc5c5\uccb4\ub294 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc758 \ubbf8\ube44\ub85c \uc778\ud574, \uc7a5\uc560 \uac10\uc9c0\uc5d0 \ud3c9\uade0 5\ubd84 \uc774\uc0c1\uc758 \uc2dc\uac04\uc774 \uc18c\uc694\ub41c \uc0ac\ub840\uac00 \uc788\uc73c\uba70, \uc774\ub85c \uc778\ud574 \ube60\ub978 \ubcf5\uad6c\uac00 \uc5b4\ub824\uc6cc\uc9c4 \uc0ac\ub840\uac00 \ubcf4\uace0\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc544\ud649 \ubc88\uc9f8 \ubb38\uc81c\uc810\uc740 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uc5d0 \ud544\uc694\ud55c \uc804\ubb38 \uc778\ub825\uacfc \uae30\uc220 \uc778\ud504\ub77c\uc758 \ubd80\uc871\uc785\ub2c8\ub2e4. \ucd5c\uc2e0 \uae30\uc220 \ub3d9\ud5a5 \ubc0f \ucd5c\uc801\ud654 \ubc29\ubc95\ub860\uc744 \ub3c4\uc785\ud558\uae30 \uc704\ud574\uc11c\ub294 \uad00\ub828 \uae30\uc220\uc744 \uc219\uc9c0\ud55c \uc804\ubb38\uac00\uc758 \uc874\uc7ac\uac00 \ud544\uc218\uc801\uc774\uba70, \uc911\uae09 \ud639\uc740 \uace0\uae09 \uae30\uc220\uc790\uac00 \ubd80\uc871\ud55c \uacbd\uc6b0, \uc798 \uad6c\ucd95\ub41c \ucd5c\uc801\ud654 \uc804\ub7b5\uc744 \ub9c8\ub828\ud558\uae30 \uc5b4\ub824\uc6cc\uc9d1\ub2c8\ub2e4. \ud1b5\uacc4 \uc790\ub8cc\uc5d0 \ub530\ub974\uba74, \uc804 \uc138\uacc4\uc801\uc73c\ub85c MSA \ud658\uacbd\uc5d0\uc11c\uc758 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uae30\uc220 \uc804\ubb38\uac00\uc758 \uc218\uc694\ub294 \uc5f0\ud3c9\uade0 20% \uc774\uc0c1 \uc99d\uac00\ud558\uace0 \uc788\uc73c\uba70, \uc774\uc5d0 \ub530\ub77c \uc778\ub825 \uacf5\uae09\uc758 \uc5b4\ub824\uc6c0\uc774 \uae30\uc5c5 \uacbd\uc601\uc5d0 \ud070 \ubd80\ub2f4\uc73c\ub85c \uc791\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5f4 \ubc88\uc9f8 \ubb38\uc81c\uc810\uc740 \uc5ec\ub7ec \uc694\uc778\uc774 \ubcf5\ud569\uc801\uc73c\ub85c \uc791\uc6a9\ud558\uba74\uc11c \ubc1c\uc0dd\ud558\ub294 \uc2dc\uc2a4\ud15c \uc804\ubc18\uc758 \ubcf5\uc7a1\uc131\uc785\ub2c8\ub2e4. \ud558\ub098\uc758 \ubb38\uc81c\ub85c \ub2e8\uc815\uc9c0\uc744 \uc218 \uc5c6\ub294 \ub2e4\uc591\ud55c \ubcc0\uc218\ub4e4\uc774 \uc11c\ub85c \uc601\ud5a5\uc744 \uc8fc\uace0\ubc1b\ub2e4 \ubcf4\ub2c8, \ubb38\uc81c\uc758 \uc6d0\uc778\uc744 \uc815\ud655\ud788 \ubd84\uc11d\ud558\uace0 \ud574\uacb0\ud558\uae30 \uc704\ud55c \uc885\ud569\uc801\uc778 \uc811\uadfc \ubc29\ubc95\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc2e4\uc81c \uc0ac\ub840\uc5d0\uc11c\ub294 \ub2e8\uc21c\ud55c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uc870\uce58\ub9cc\uc73c\ub85c\ub294 \ubb38\uc81c \ud574\uacb0\uc5d0 \ud55c\uacc4\uac00 \uc788\uc5c8\uace0, \uc5ec\ub7ec \uae30\uc220\uc744 \uc885\ud569\uc801\uc73c\ub85c \uc801\uc6a9\ud558\uc5ec\uc57c\ub9cc \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc5c8\ub358 \uacbd\ud5d8\ub4e4\uc774 \ub2e4\uc218 \ubcf4\uace0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5f4\ud55c \ubc88\uc9f8\ub85c, \uc704\uc5d0\uc11c \uc124\uba85\ud55c \uac01 \ubb38\uc81c\uc810\ub4e4\uc740 \uac1c\ubcc4\uc801\uc73c\ub85c\ub3c4 \uc2ec\uac01\ud55c \uc9c0\uc5f0\uc744 \uc57c\uae30\ud558\uc9c0\ub9cc, \uc0c1\ud638 \uc791\uc6a9\ud560 \uacbd\uc6b0 \uadf8 \ud6a8\uacfc\ub294 \ubc30\uac00\ub418\uc5b4 \uc11c\ube44\uc2a4 \uc804\uccb4\uc758 \uc2e0\ub8b0\uc131\uacfc \ud488\uc9c8\uc5d0 \uc911\ub300\ud55c \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4. \ub530\ub77c\uc11c MSA \ud658\uacbd\uc5d0\uc11c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub97c \uc704\ud574\uc11c\ub294 \uac01 \ubb38\uc81c\uc810\uc744 \uc138\ubc00\ud558\uac8c \ubd84\uc11d\ud558\uace0, \uad6c\uccb4\uc801\uc778 \ud574\uacb0 \ubc29\uc548\uc744 \ub9c8\ub828\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c, \uae30\uc5c5\ub4e4\uc740 \uc885\ud569\uc801\uc778 \uc9c4\ub2e8 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec \ub124\ud2b8\uc6cc\ud06c \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04 \ubd84\uc11d\ud558\uace0, \ubb38\uc81c \ubc1c\uc0dd \uc2dc \uc989\uac01\uc801\uc778 \ub300\uc751 \uccb4\uacc4\ub97c \uad6c\ucd95\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5f4\ub450 \ubc88\uc9f8\ub85c, \ubcf8 \uc139\uc158\uc5d0\uc11c \uc18c\uac1c\ud55c \uc0ac\ub840 \uc5f0\uad6c\uc640 \ud1b5\uacc4 \uc790\ub8cc\ub4e4\uc740 \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0 \ubb38\uc81c\uc758 \uc2ec\uac01\uc131\uc744 \uba85\ud655\ud558\uac8c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc2e4\uc81c\ub85c, \uc5ec\ub7ec \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc218\uc9d1\ub41c \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ud3c9\uade0 \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0 \uc2dc\uac04, \ud328\ud0b7 \uc190\uc2e4\ub960, API \ud638\ucd9c \uc2e4\ud328\uc728 \ub4f1\uc774 \uc2dc\uc2dc\uac01\uac01 \ubaa8\ub2c8\ud130\ub9c1\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1a0\ub300\ub85c \uae30\uc5c5\ub4e4\uc740 \ucd5c\uc801\ud654 \ub300\ucc45\uc744 \ub9c8\ub828\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130 \uae30\ubc18\uc758 \uc811\uadfc \ubc29\uc2dd\uc740 \ubb38\uc81c \ud574\uacb0\uc744 \uc704\ud55c \uc2e4\uc9c8\uc801 \uadfc\uac70\ub97c \uc81c\uacf5\ud558\uba70, \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc5d0 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ub9e1\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5f4\uc138 \ubc88\uc9f8\ub85c, \ubb38\uc81c\uc810 \ubd84\uc11d\uc744 \ud1b5\ud574 \ub3c4\ucd9c\ub41c \ucd5c\uc801\ud654 \ubc29\uc548\ub4e4\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ub0b4\uc6a9\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uccab\uc9f8, \uc11c\ube44\uc2a4 \uac04 \ud1b5\uc2e0\uc758 \ube48\ub3c4\uc640 \ud638\ucd9c \uacbd\ub85c \ucd5c\uc801\ud654\ub97c \ud1b5\ud55c \uc624\ubc84\ud5e4\ub4dc \ucd5c\uc18c\ud654, \ub458\uc9f8, \uce90\uc2f1 \ubc0f \ub85c\ub4dc \ubc38\ub7f0\uc2f1 \uae30\uc220\uc758 \uc801\uc808\ud55c \uc801\uc6a9, \uc14b\uc9f8, \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c \ubc0f \uc790\ub3d9\ud654 \ub3c4\uad6c\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \ubb38\uc81c \ud0d0\uc9c0\uc640 \ub300\uc751, \ub137\uc9f8, \ub124\ud2b8\uc6cc\ud06c \ubcf4\uc548\uacfc \ud2b8\ub798\ud53d \uc554\ud638\ud654\ub97c \uc704\ud55c \ucd5c\uc2e0 \uc194\ub8e8\uc158 \ub3c4\uc785 \ub4f1\uc774 \uadf8\uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc29\uc548\ub4e4\uc740 \uc2e4\uc81c \uc0ac\ub840\uc5d0\uc11c \ud6a8\uacfc\ub97c \uc785\uc99d\ud55c \ubc14 \uc788\uc73c\uba70, \uac01 \uae30\uc5c5\uc758 \uc0c1\ud669\uc5d0 \ub9de\ucdb0 \uc720\uc5f0\ud558\uac8c \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5f4\ub124 \ubc88\uc9f8\ub85c, \uc704\uc640 \uac19\uc774 \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0\uc758 \uc6d0\uc778\uacfc \ubb38\uc81c\uc810\uc744 \uccb4\uacc4\uc801\uc73c\ub85c \ubd84\uc11d\ud558\ub294 \uac83\uc740 \ub2e8\uc21c\ud788 \uae30\uc220\uc801 \ud574\uacb0\ucc45\uc744 \uc81c\uc2dc\ud558\ub294 \ucc28\uc6d0\uc744 \ub118\uc5b4, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uad6c\uc870 \uac1c\uc120\uacfc \uc6b4\uc601 \uc804\ub7b5 \uc218\ub9bd\uc5d0 \uae30\ubc18\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2e4\uc81c \uc5c5\uacc4\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \ubd84\uc11d \uacb0\uacfc\ub97c \ud1a0\ub300\ub85c \uac01\uc885 \uae30\uc220 \ucee8\uc124\ud305 \ubc0f \uc2dc\uc2a4\ud15c \uac1c\uc120 \ud504\ub85c\uc81d\ud2b8\ub97c \uc9c4\ud589\ud558\uba70, \uc131\uacf5 \uc0ac\ub840 \ub610\ud55c \ub2e4\uc218 \ucd95\uc801\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5f4\ub2e4\uc12f \ubc88\uc9f8\ub85c, \ubcf8 \uc139\uc158\uc5d0\uc11c\ub294 \uad6c\uccb4\uc801\uc778 \ud1b5\uacc4 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0\uc758 \uc601\ud5a5\ub825\uc744 \uc218\uce58\ud654\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \ud574\uacb0 \ubc29\uc548\uc744 \uc81c\uc2dc\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub3c5\uc790\ub4e4\uc740 \uc774\ub97c \ud1b5\ud574, \ub2e8\uc21c\ud55c \uc774\ub860\uc801 \ubd84\uc11d\uc744 \ub118\uc5b4 \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c \uc5b4\ub5a4 \uc694\uc18c\ub4e4\uc774 \ubb38\uc81c\ub97c \uc57c\uae30\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub97c \uc5b4\ub5bb\uac8c \uac1c\uc120\ud560 \uc218 \uc788\ub294\uc9c0 \uba85\ud655\ud788 \uc774\ud574\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h2 id=\"%ec%84%b9%ec%85%98-3-msa-%ea%b8%b0%eb%b0%98-%eb%84%a4%ed%8a%b8%ec%9b%8c%ed%81%ac-%ec%b5%9c%ec%a0%81%ed%99%94-%ea%b8%b0%eb%b2%95-%ea%b5%ac%ed%98%84-%ec%a0%84%eb%9e%b5%ea%b3%bc-%ec%bd%94%eb%93%9c-btbwkMQcDd\">\uc139\uc158 3: MSA \uae30\ubc18 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uae30\ubc95 \uad6c\ud604 \uc804\ub7b5\uacfc \ucf54\ub4dc \uc608\uc81c<\/h2>\n<p>\uc774\ubc88 \uc139\uc158\uc5d0\uc11c\ub294 MSA \ud658\uacbd\uc5d0\uc11c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub97c \uc2e4\uc81c\ub85c \uad6c\ud604\ud558\uae30 \uc704\ud55c \uc804\ub7b5\uacfc \ubc29\ubc95\ub860\uc744 \uc0c1\uc138\ud788 \uc18c\uac1c\ud569\ub2c8\ub2e4. \ub2e8\uc21c\ud55c \uc774\ub860\uc801 \uace0\ucc30\uc744 \ub118\uc5b4, \uc2e4\uc81c \uc11c\ube44\uc2a4 \ud658\uacbd\uc5d0\uc11c \uc801\uc6a9 \uac00\ub2a5\ud55c \ucf54\ub4dc \uc608\uc81c\uc640 \uad6c\uccb4\uc801\uc778 \uad6c\ud604 \uac00\uc774\ub4dc\ub97c \uc81c\uc2dc\ud558\uba70, \uc774\ub97c \ud1b5\ud574 \ub3c5\uc790\ub4e4\uc774 \uc9c1\uc811 \uae30\uc220\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uace0\uc790 \ud569\ub2c8\ub2e4. \uc774 \uc139\uc158\uc740 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uad6c\ud604\uc5d0 \ub300\ud55c \ub2e8\uacc4\ubcc4 \uc811\uadfc \ubc29\ubc95\uc744 \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d 10\uac1c \uc774\uc0c1\uc758 \ubb38\ub2e8\uc73c\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uccab \ubc88\uc9f8\ub85c, \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uc804\ub7b5\uc758 \uccab \uac78\uc74c\uc740 \uc11c\ube44\uc2a4 \uac04 \ud1b5\uc2e0 \uacbd\ub85c\uc758 \ud6a8\uc728\uc801 \uc124\uacc4\uc785\ub2c8\ub2e4. \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uac04\uc758 \ud1b5\uc2e0\uc5d0\uc11c\ub294 API \uac8c\uc774\ud2b8\uc6e8\uc774, \uc11c\ube44\uc2a4 \uba54\uc26c \ubc0f \ub85c\ub4dc \ubc38\ub7f0\uc11c\ub97c \uc801\uc808\ud558\uac8c \uad6c\uc131\ud558\ub294 \uac83\uc774 \ud575\uc2ec\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc11c\ube44\uc2a4 \uba54\uc26c \uae30\uc220\uc778 Istio\ub97c \ub3c4\uc785\ud558\uba74, \uc11c\ube44\uc2a4 \uac04 \ud2b8\ub798\ud53d\uc744 \uc790\ub3d9\uc73c\ub85c \ucd5c\uc801\ud654\ud558\uace0 \ubcf4\uc548 \uc815\ucc45\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \ud568\uaed8 API \uac8c\uc774\ud2b8\uc6e8\uc774\ub97c \uc774\uc6a9\ud558\uba74, \ud074\ub77c\uc774\uc5b8\ud2b8\uc640 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uac04\uc758 \ubd88\ud544\uc694\ud55c \uc778\ud130\ub799\uc158\uc744 \uc904\uc5ec \uc751\ub2f5\uc18d\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub450 \ubc88\uc9f8\ub85c, \ub124\ud2b8\uc6cc\ud06c \ud638\ucd9c \uc624\ubc84\ud5e4\ub4dc\ub97c \uc904\uc774\uae30 \uc704\ud55c \ud504\ub85c\ud1a0\ucf5c \uc120\ud0dd\uc740 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. RESTful API\uc640 gRPC\uc640 \uac19\uc740 \ud504\ub85c\ud1a0\ucf5c \uc911\uc5d0\uc11c, gRPC\ub294 Protocol Buffers\ub97c \uae30\ubc18\uc73c\ub85c \ud558\ubbc0\ub85c, \ub370\uc774\ud130 \uc9c1\ub82c\ud654 \ubc0f \uc5ed\uc9c1\ub82c\ud654 \uc18d\ub3c4\uac00 \ube60\ub974\uba70, \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0\uc744 \ucd5c\uc18c\ud654\ud558\ub294 \ub370 \uc720\ub9ac\ud569\ub2c8\ub2e4. \uc2e4\uc81c \uc0ac\ub840\uc5d0\uc11c\ub294, Google\uacfc Netflix \ub4f1 \uae00\ub85c\ubc8c \uae30\uc220 \uae30\uc5c5\ub4e4\uc774 gRPC\ub97c \ud1b5\ud574 API \ud638\ucd9c \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \uc788\uc73c\uba70, \uc774\ub97c \uad6c\ud604\ud55c \ucf54\ub4dc \uc608\uc81c\ub294 \uc544\ub798\uc5d0 \uc81c\uc2dc\ub41c \ubc14\uc640 \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc138 \ubc88\uc9f8\ub85c, \ub85c\ub4dc \ubc38\ub7f0\uc2f1\uacfc \ud2b8\ub798\ud53d \uad00\ub9ac \uae30\ubc95\uc744 \ud1b5\ud574, \ud55c \uc11c\ube44\uc2a4\uc5d0 \uacfc\ub3c4\ud55c \uc694\uccad\uc774 \ubab0\ub9b4 \uacbd\uc6b0 \uc774\ub97c \uc790\ub3d9\uc73c\ub85c \ubd84\uc0b0\uc2dc\ud0a4\ub294 \uac83\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. NGINX, HAProxy\uc640 \uac19\uc740 \uc624\ud508\uc18c\uc2a4 \ub85c\ub4dc \ubc38\ub7f0\uc11c\ub97c \ud65c\uc6a9\ud558\uba74, \ud2b8\ub798\ud53d \ubd84\uc0b0\uacfc \ub3d9\uc2dc\uc5d0 SSL \uc885\ub8cc \ub4f1 \ubd80\uac00 \uc11c\ube44\uc2a4\ub3c4 \ud568\uaed8 \uc81c\uacf5\ubc1b\uc744 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc744 \ud06c\uac8c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ub85c\ub4dc \ubc38\ub7f0\uc2f1 \uc815\ucc45(\uc608: \ub77c\uc6b4\ub4dc \ub85c\ube48, IP \ud574\uc2dc, \ucd5c\uc18c \uc5f0\uacb0 \ubc29\uc2dd)\uc744 \uc0c1\ud669\uc5d0 \ub9de\uac8c \uc801\uc6a9\ud558\ub294 \uac83\uc740 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uc758 \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub124 \ubc88\uc9f8\ub85c, \uce90\uc2f1 \uc804\ub7b5\uc744 \ud1b5\ud55c \ub124\ud2b8\uc6cc\ud06c \uc694\uccad \uac10\uc18c \uc5ed\uc2dc \ud544\uc218\uc785\ub2c8\ub2e4. \ubd84\uc0b0 \uce90\uc2dc \uc2dc\uc2a4\ud15c\uc778 Redis\ub098 Memcached\ub97c \uc774\uc6a9\ud558\uba74, \uc790\uc8fc \uc694\uccad\ub418\ub294 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc751\ub2f5 \uc18d\ub3c4\ub97c \ud68d\uae30\uc801\uc73c\ub85c \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uad6c\ud604 \uc608\uc81c\ub85c Redis\ub97c \uc0ac\uc6a9\ud558\ub294 \uac04\ub2e8\ud55c \uce90\uc2dc \ucc98\ub9ac \ucf54\ub4dc\ub97c \uc544\ub798\uc5d0 \uc18c\uac1c\ud569\ub2c8\ub2e4.<\/p>\n<pre><code>\n\/\/ Node.js\uc640 Redis\ub97c \uc774\uc6a9\ud55c \uce90\uc2f1 \uc608\uc81c\nconst express = require('express');\nconst redis = require('redis');\nconst app = express();\nconst client = redis.createClient();\n\nclient.on('error', (err) =&gt; {\n  console.error('Redis \uc5f0\uacb0 \uc5d0\ub7ec:', err);\n});\n\napp.get('\/api\/data', (req, res) =&gt; {\n  const key = 'api:data';\n  client.get(key, (err, data) =&gt; {\n    if (err) {\n      return res.status(500).send('\uc624\ub958 \ubc1c\uc0dd');\n    }\n    if (data != null) {\n      return res.send(JSON.parse(data));\n    } else {\n      \/\/ \ubc31\uc5d4\ub4dc\uc5d0\uc11c \uc2e4\uc81c \ub370\uc774\ud130 \uac00\uc838\uc624\uae30 \uc2dc\ubbac\ub808\uc774\uc158\n      const apiData = { value: '\ucd5c\uc2e0 \ub370\uc774\ud130', timestamp: Date.now() };\n      client.setex(key, 3600, JSON.stringify(apiData));\n      return res.send(apiData);\n    }\n  });\n});\n\napp.listen(3000, () =&gt; {\n  console.log('\uc11c\ubc84\uac00 \ud3ec\ud2b8 3000\uc5d0\uc11c \uc2e4\ud589 \uc911\uc785\ub2c8\ub2e4.');\n});\n    <\/code><\/pre>\n<p>\ub2e4\uc12f \ubc88\uc9f8\ub85c, \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud574 Prometheus, Grafana \ub4f1\uc758 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\ub294 \uac83\uc740 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub4e4\uc740 \uc11c\ube44\uc2a4 \ud638\ucd9c, \uc751\ub2f5 \uc2dc\uac04, \uc5d0\ub7ec\uc728 \ub4f1\uc758 \uba54\ud2b8\ub9ad\uc744 \uc218\uc9d1\ud558\uc5ec, \ub124\ud2b8\uc6cc\ud06c \ubcd1\ubaa9 \ud604\uc0c1\uc774\ub098 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \ube60\ub974\uac8c \ud0d0\uc9c0\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \ubaa8\ub2c8\ud130\ub9c1 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc790\ub3d9\ud654\ub41c \uc54c\ub78c \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uba74, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc989\uac01\uc801\uc778 \ub300\uc751 \ubc0f \ubcf5\uad6c\uac00 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uc12f \ubc88\uc9f8\ub85c, MSA \ud658\uacbd\uc5d0\uc11c\ub294 \ube44\ub3d9\uae30 \uba54\uc2dc\uc9c0 \ud050\ub97c \ud1b5\ud55c \ud1b5\uc2e0 \uae30\ubc95\uc774 \uc9c0\uc5f0 \ucd5c\uc18c\ud654\uc5d0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. RabbitMQ, Apache Kafka \ub4f1\uc758 \uba54\uc2dc\uc9c0 \ud050\ub97c \ud65c\uc6a9\ud558\uc5ec, \uc11c\ube44\uc2a4 \uac04\uc758 \ub370\uc774\ud130 \uc804\uc1a1\uc744 \ube44\ub3d9\uae30\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\uba74, \ub124\ud2b8\uc6cc\ud06c \ubd80\ud558\ub97c \ubd84\uc0b0\uc2dc\ud0a4\uace0, \uc9c0\uc5f0\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uae08\uc735 \uacb0\uc81c \uc2dc\uc2a4\ud15c\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \ube44\ub3d9\uae30 \ucc98\ub9ac\ub97c \ud1b5\ud574 \ub192\uc740 \ud2b8\ub79c\uc7ad\uc158 \ucc98\ub9ac\ub7c9\uacfc \ub0ae\uc740 \uc751\ub2f5 \uc2dc\uac04\uc744 \uc720\uc9c0\ud55c \uc0ac\ub840\ub4e4\uc774 \ub2e4\uc218 \ubcf4\uace0\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc77c\uacf1 \ubc88\uc9f8\ub85c, \ub124\ud2b8\uc6cc\ud06c \ubcf4\uc548\uc744 \uac15\ud654\ud558\ub294 \ub3d9\uc2dc\uc5d0 \ucd5c\uc801\ud654\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud574 TLS \uc554\ud638\ud654\uc640 \ud568\uaed8 \ucd5c\uc2e0 \ubcf4\uc548 \ud504\ub85c\ud1a0\ucf5c(\uc608: HTTP\/2, QUIC)\uc758 \ub3c4\uc785\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. QUIC \ud504\ub85c\ud1a0\ucf5c\uc740 \uc804\uc1a1 \uc18d\ub3c4\ub97c \ub192\uc774\uba74\uc11c \uc190\uc2e4\ub41c \ud328\ud0b7\uc758 \uc7ac\uc804\uc1a1\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\uace0, \uc554\ud638\ud654\ub41c \ud1b5\uc2e0\uc744 \uae30\ubcf8\uc73c\ub85c \uc81c\uacf5\ud558\uc5ec \uc11c\ube44\uc2a4\uc758 \ubcf4\uc548\uc131\uacfc \uc751\ub2f5 \uc18d\ub3c4\ub97c \ub3d9\uc2dc\uc5d0 \uac1c\uc120\ud569\ub2c8\ub2e4. \uc2e4\uc81c \uc0ac\ub840\uc5d0\uc11c\ub294, QUIC \ud504\ub85c\ud1a0\ucf5c\uc744 \ucc44\ud0dd\ud55c \uba87\uba87 \uae00\ub85c\ubc8c \ucf58\ud150\uce20 \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ube44\uc2a4\uc5d0\uc11c \ud3c9\uade0 \uc9c0\uc5f0 \uc2dc\uac04\uc774 15% \uc774\uc0c1 \uac10\uc18c\ud558\ub294 \ud6a8\uacfc\uac00 \uad00\ucc30\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\ub35f \ubc88\uc9f8\ub85c, \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uad6c\ud604\uc5d0 \uc788\uc5b4 CI\/CD \ud30c\uc774\ud504\ub77c\uc778\uacfc \uc790\ub3d9\ud654 \ud14c\uc2a4\ud2b8\uc758 \ub3c4\uc785\uc740 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uac01 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \ud1b5\uc2e0 \uc131\ub2a5\uacfc \uc751\ub2f5 \uc2dc\uac04\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ud655\uc778\ud558\uace0, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc790\ub3d9 \ub864\ubc31 \ud639\uc740 \uc7ac\ubc30\ud3ec\ub97c \uc218\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \uad6c\ucd95\ud558\ub294 \uac83\uc774 \uc548\uc815\uc801\uc778 \uc6b4\uc601\uc5d0 \uae30\uc5ec\ud569\ub2c8\ub2e4. \ub9ce\uc740 \uae30\uc5c5\uc5d0\uc11c\ub294 Jenkins, GitLab CI\/CD \ub4f1\uc744 \ud65c\uc6a9\ud558\uc5ec \ubc30\ud3ec \uc804\ud6c4\uc758 \ub124\ud2b8\uc6cc\ud06c \uc131\ub2a5 \uac80\uc99d \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\ud654\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c\uc758 \ubb38\uc81c\ub97c \ubbf8\uc5f0\uc5d0 \ubc29\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc544\ud649 \ubc88\uc9f8\ub85c, \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uad6c\ud604\uc740 \ub2e8\uc21c\ud788 \ud55c \ubc88\uc758 \uc791\uc5c5\uc73c\ub85c \uc644\ub8cc\ub418\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uacfc \ucd5c\uc801\ud654\uc758 \uc0ac\uc774\ud074\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574, \ub9b4\ub9ac\uc988 \ud6c4 \uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1 \ub370\uc774\ud130\ub97c \uc8fc\uae30\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uace0, \uac1c\uc120\uc810\uc744 \ub3c4\ucd9c\ud558\uc5ec \ucf54\ub4dc\uc640 \uc778\ud504\ub77c\uc758 \ucd5c\uc801\ud654\ub97c \uc218\ud589\ud558\ub294 \uc9c0\uc18d\uc801 \uac1c\uc120(CI) \ubb38\ud654\uac00 \uc790\ub9ac\uc7a1\uc544\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\ud654\ub294 \uc5ec\ub7ec \uc131\uacf5 \uc0ac\ub840\ub4e4\uc744 \ud1b5\ud574 \uc785\uc99d\ub418\uc5c8\uc73c\uba70, \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc5d0 \ubc18\ub4dc\uc2dc \ud544\uc694\ud55c \uc694\uc18c\ub85c \uaf3d\ud799\ub2c8\ub2e4.<\/p>\n<p>\uc5f4 \ubc88\uc9f8\ub85c, \ubcf8 \uc139\uc158\uc5d0\uc11c \uc18c\uac1c\ud55c \ub2e4\uc591\ud55c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uae30\uc220\uacfc \uad6c\ud604 \uc804\ub7b5\uc740 MSA \ud658\uacbd\uc5d0\uc11c\uc758 \uc11c\ube44\uc2a4 \uc9c0\uc5f0 \ucd5c\uc18c\ud654\ub97c \uc704\ud55c \ud544\uc218 \uc870\uac74\uc784\uc744 \uc7ac\ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc11c\ube44\uc2a4 \uac04 \ud1b5\uc2e0 \ucd5c\uc801\ud654, \uce90\uc2f1\uacfc \ub85c\ub4dc \ubc38\ub7f0\uc2f1 \uc804\ub7b5, \ube44\ub3d9\uae30 \uba54\uc2dc\uc9c0 \ud050 \ud65c\uc6a9, \ucd5c\uc2e0 \ubcf4\uc548 \ud504\ub85c\ud1a0\ucf5c \ub3c4\uc785 \ub4f1 \ub2e4\uac01\ub3c4\uc758 \uc811\uadfc \ubc29\uc2dd\uc744 \ud1b5\ud574, MSA \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc758 \uc804\ubc18\uc801\uc778 \uc751\ub2f5 \uc131\ub2a5\uacfc \uc548\uc815\uc131\uc744 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ucd5c\uc801\ud654 \uae30\ubc95\ub4e4\uc740 \uc2e4\uc81c \ub2e4\uc591\ud55c \uc0ac\ub840 \uc5f0\uad6c\uc640 \uc131\ub2a5 \ud1b5\uacc4\ub97c \ud1b5\ud574 \ud6a8\uacfc\uac00 \uc785\uc99d\ub418\uc5c8\uc73c\uba70, \uc55e\uc73c\ub85c\uc758 \uae30\uc220 \ubc1c\uc804\uacfc \ub354\ubd88\uc5b4 \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ub420 \uc804\ub9dd\uc785\ub2c8\ub2e4.<\/p>\n<h2 id=\"%ec%84%b9%ec%85%98-4-%eb%af%b8%eb%9e%98-%ec%a0%84%eb%a7%9d-%eb%b0%8f-%ea%b2%b0%eb%a1%a0-%eb%84%a4%ed%8a%b8%ec%9b%8c%ed%81%ac-%ec%b5%9c%ec%a0%81%ed%99%94%ea%b0%80-%ea%b0%80%ec%a0%b8%ec%98%ac-btbwkMQcDd\">\uc139\uc158 4: \ubbf8\ub798 \uc804\ub9dd \ubc0f \uacb0\ub860 \u2013 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uac00 \uac00\uc838\uc62c \uc11c\ube44\uc2a4 \ud601\uc2e0<\/h2>\n<p>\ub9c8\uc9c0\ub9c9 \uc139\uc158\uc5d0\uc11c\ub294 MSA \ud658\uacbd\uc5d0\uc11c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uac00 \ud5a5\ud6c4 IT \uc11c\ube44\uc2a4 \uc0b0\uc5c5\uc5d0 \ubbf8\uce60 \uc601\ud5a5\uc744 \uc804\ub9dd\ud558\uace0, \ubcf8 \uae00\uc5d0\uc11c \ub2e4\ub8ec \ub0b4\uc6a9\uc744 \uc885\ud569\uc801\uc73c\ub85c \uc815\ub9ac\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ube60\ub974\uac8c \uc9c4\ud654\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc2dc\uc2a4\ud15c\uacfc AI \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc758 \ub3c4\uc785\uc5d0 \ud798\uc785\uc5b4, \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub294 \uc55e\uc73c\ub85c \ub354\uc6b1 \ubcf5\uc7a1\ud55c \ud658\uacbd \uc18d\uc5d0\uc11c\ub3c4 \uc11c\ube44\uc2a4 \uc9c0\uc5f0\uc744 \uadf9\uc801\uc73c\ub85c \uc904\uc774\ub294 \ud575\uc2ec \uae30\uc220\ub85c \uc790\ub9ac\uc7a1\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uccab \ubc88\uc9f8\ub85c, \ub514\uc9c0\ud138 \uc804\ud658 \uac00\uc18d\ud654\uc640 \ud568\uaed8 MSA\ub97c \ucc44\ud0dd\ud558\ub294 \uae30\uc5c5\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c, \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uc5d0 \ub300\ud55c \uc218\uc694\ub294 \uc9c0\uc18d\uc801\uc73c\ub85c \ud655\ub300\ub420 \uac83\uc785\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ub124\ud2b8\uc6cc\ud06c \ubd80\ud558\uc640 \uc9c0\uc5f0 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574, \ucd5c\uc2e0 \uae30\uc220\uc744 \uc811\ubaa9\ud55c \ucd5c\uc801\ud654 \uc194\ub8e8\uc158\uc774 \ud544\uc218\uc801\uc778 \uc694\uc18c\ub85c \uc778\uc2dd\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud5a5\ud6c4, 5G, \uc5e3\uc9c0 \ucef4\ud4e8\ud305\uacfc \uac19\uc740 \uae30\uc220\uacfc \uacb0\ud569\ub41c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub294 \ub354\uc6b1 \ube60\ub974\uace0 \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc744 \uac00\ub2a5\ud558\uac8c \ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub450 \ubc88\uc9f8\ub85c, AI\uc640 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18\uc758 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d \ubd84\uc11d \ubc0f \uc608\uce21 \uc2dc\uc2a4\ud15c\uc740 \ubbf8\ub798\uc758 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \ubc1c\uc804\uc744 \uac00\uc838\uc62c \uac83\uc785\ub2c8\ub2e4. AI \uae30\ubc18 \uc194\ub8e8\uc158\uc740 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud1b5\ud574 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d \ud328\ud134\uc744 \ud30c\uc545\ud558\uace0, \uc7a5\uc560 \ubc1c\uc0dd \uc774\uc804\uc5d0 \ubb38\uc81c\ub97c \uc608\uce21\ud558\uc5ec \uc120\uc81c\uc801\uc73c\ub85c \uc870\uce58\ub97c \ucde8\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4. \uc774\ub294 \ub2e8\uc21c\ud788 \ubb38\uc81c \ud574\uacb0\uc5d0 \uadf8\uce58\uc9c0 \uc54a\uace0, \uc0ac\uc804\uc5d0 \ucd5c\uc801\uc758 \ub124\ud2b8\uc6cc\ud06c \uacbd\ub85c\ub97c \uc124\uc815\ud574 \uc11c\ube44\uc2a4 \ud488\uc9c8\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uadfc\ubcf8\uc801\uc778 \ubcc0\ud654\ub97c \uc774\ub04c\uc5b4\ub0bc \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc138 \ubc88\uc9f8\ub85c, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uac04 \ubcf4\uc548\uc744 \uac15\ud654\ud558\uba74\uc11c \ub3d9\uc2dc\uc5d0 \ud1b5\uc2e0 \uc131\ub2a5\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\ub294 \uc0c8\ub85c\uc6b4 \ud504\ub85c\ud1a0\ucf5c \ubc0f \uc544\ud0a4\ud14d\ucc98\uc758 \ub3c4\uc785\uc774 \uc608\uc0c1\ub429\ub2c8\ub2e4. \ud604\uc7ac ISTIO, Linkerd\uc640 \uac19\uc740 \uc11c\ube44\uc2a4 \uba54\uc26c \uc194\ub8e8\uc158\uc740 \uc774\ub7ec\ud55c \uc5ed\ud560\uc744 \uc218\ud589\ud558\uace0 \uc788\uc73c\ub098, \uc55e\uc73c\ub85c\ub294 \ub354\uc6b1 \uac00\ubccd\uace0 \ud6a8\uc728\uc801\uc778 \uacbd\ub7c9 \uc11c\ube44\uc2a4 \uba54\uc26c \uae30\uc220\uc774 \ub4f1\uc7a5\ud558\uc5ec, \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uc640 \ubcf4\uc548 \ub450 \ub9c8\ub9ac \ud1a0\ub07c\ub97c \uc7a1\uc744 \uc218 \uc788\uc744 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<\/p>\n<p>\ub124 \ubc88\uc9f8\ub85c, MSA \ud658\uacbd\uc758 \ubcf5\uc7a1\uc131\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c, \uc774\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uad00\ub9ac\ud558\uae30 \uc704\ud55c \uc790\ub3d9\ud654 \ub3c4\uad6c \ubc0f \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud50c\ub7ab\ud3fc\uc774 \ubc1c\uc804\ud560 \uac83\uc785\ub2c8\ub2e4. \ucfe0\ubc84\ub124\ud2f0\uc2a4\uc640 \uac19\uc740 \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\ub294 \uc774\ubbf8 \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \uc0ac\uc6a9\ud558\uace0 \uc788\uc73c\uba70, \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ud50c\ub7ec\uadf8\uc778\uc774\ub098 \ud655\uc7a5 \uae30\ub2a5\uc774 \ucd94\uac00\ub418\uc5b4, \uac1c\ubc1c\uc790\ub4e4\uc774 \ubcf4\ub2e4 \uc27d\uac8c \ucd5c\uc801\ud654\ub41c \ud658\uacbd\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc1c\uc804\uc740 \uae30\uc5c5\uc758 \uc6b4\uc601 \ud6a8\uc728\uc131 \uc99d\ub300\uc640 \ud568\uaed8, \ubcf4\ub2e4 \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc744 \uac00\ub2a5\ud558\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc12f \ubc88\uc9f8\ub85c, \uc2e4\uc81c \uc0ac\ub840 \uc5f0\uad6c\uc640 \ud1b5\uacc4 \ub370\uc774\ud130\ub294 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub97c \ud1b5\ud574 \uc11c\ube44\uc2a4 \uc751\ub2f5 \uc18d\ub3c4\uc640 \uc0ac\uc6a9\uc790 \ub9cc\uc871\ub3c4\uac00 \ud06c\uac8c \ud5a5\uc0c1\ub420 \uc218 \uc788\uc74c\uc744 \uc99d\uba85\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc11c \uc5b8\uae09\ud55c \ub2e4\uc591\ud55c \uc0ac\ub840\ub4e4\uc5d0\uc11c \ud3c9\uade0 \uc751\ub2f5 \uc2dc\uac04 \uac1c\uc120, \uc7a5\uc560 \ubc1c\uc0dd\ub960 \uac10\uc18c \ubc0f \uc6b4\uc601 \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\uac00 \uc788\uc5c8\uc73c\uba70, \uc774\ub294 \uc55e\uc73c\ub85c\ub3c4 \uafb8\uc900\ud788 \uac1c\uc120\ub420 \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc774 \ub3c4\uc785\ud55c \ucd5c\uc801\ud654 \uc804\ub7b5\uc740 \ud6c4\ubc1c \uc8fc\uc790\ub4e4\uc5d0\uac8c\ub3c4 \ud070 \ubca4\uce58\ub9c8\ud0b9 \uc790\ub8cc\ub85c \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uc12f \ubc88\uc9f8\ub85c, \ud5a5\ud6c4 IT \uc778\ud504\ub77c\uc5d0\uc11c\ub294 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uae30\uc220\uacfc \ud568\uaed8 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uac00 \uae30\ubcf8 \uc804\uc81c \uc870\uac74\uc73c\ub85c \uc790\ub9ac\uc7a1\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc544\ud0a4\ud14d\ucc98\ub294 \ud655\uc7a5\uc131\uacfc \ud0c4\ub825\uc131\uc744 \uadf9\ub300\ud654\ud558\uc9c0\ub9cc, \uc774\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \ub124\ud2b8\uc6cc\ud06c \uc778\ud504\ub77c\uc758 \ucd5c\uc801\ud654 \uc5c6\uc774\ub294 \uadf8 \ud6a8\uacfc\ub97c \uc628\uc804\ud788 \ubc1c\ud718\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c, \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uae30\uc220\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \ubc1c\uc804\ud558\uba74\uc11c, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc131\ub2a5\uacfc \uc548\uc815\uc131\uc774 \ud06c\uac8c \ud5a5\uc0c1\ub420 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc77c\uacf1 \ubc88\uc9f8\ub85c, \uae30\uc220 \ubc1c\uc804\uacfc \ud568\uaed8 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uad6d\uc81c \ud45c\uc900 \ubc0f \uc0b0\uc5c5 \ud45c\uc900\uc774 \ub9c8\ub828\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud45c\uc900\ud654 \uc791\uc5c5\uc740 \uae30\uc5c5\ub4e4\uc774 \ub3d9\uc77c\ud55c \uae30\uc900 \ud558\uc5d0 \ucd5c\uc801\ud654 \uae30\uc220\uc744 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uba70, \ud5a5\ud6c4 \uae30\uc220 \ub3c4\uc785\uacfc \uad6d\uc81c \ud611\ub825\uc5d0\ub3c4 \uae0d\uc815\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce60 \uac83\uc785\ub2c8\ub2e4. \ud45c\uc900\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uae30\ubc95\uc740 \uae00\ub85c\ubc8c IT \uc0dd\ud0dc\uacc4 \ub0b4\uc5d0\uc11c \uae30\uc220 \uad50\ub958\uc640 \ud611\uc5c5\uc744 \ucd09\uc9c4\uc2dc\ud0a4\uba70, \ubcf4\ub2e4 \uc548\uc804\ud558\uace0 \ud6a8\uc728\uc801\uc778 \uc2dc\uc2a4\ud15c \uc6b4\uc601\uc744 \uac00\ub2a5\ud558\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\ub35f \ubc88\uc9f8\ub85c, \ubcf8 \uae00\uc5d0\uc11c \ub2e4\ub8ec \uc5ec\ub7ec \uae30\ubc95\uacfc \uc2e4\uc81c \uc0ac\ub840, \uadf8\ub9ac\uace0 \ucf54\ub4dc \uc608\uc81c\ub4e4\uc740 MSA \ud658\uacbd\uc5d0\uc11c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub97c \uad6c\ud604\ud558\uae30 \uc704\ud55c \uad6c\uccb4\uc801\uc778 \ubc29\ud5a5\uacfc \uc804\ub7b5\uc744 \uc81c\uc2dc\ud569\ub2c8\ub2e4. \uc774\ub860\uacfc \uc2e4\ubb34\ub97c \uc544\uc6b0\ub974\ub294 \uc774\ub7ec\ud55c \uc811\uadfc\uc740, \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub85c \uc778\ud55c \uc11c\ube44\uc2a4 \uc9c0\uc5f0 \ucd5c\uc18c\ud654\uac00 \ub2e8\uc21c\ud788 \uae30\uc220\uc801 \ubb38\uc81c\uac00 \uc544\ub2c8\ub77c, \uae30\uc5c5\uc758 \ube44\uc988\ub2c8\uc2a4 \uacbd\uc7c1\ub825\uc744 \uc88c\uc6b0\ud558\ub294 \ud575\uc2ec \uc694\uc18c\uc784\uc744 \ub2e4\uc2dc \ud55c \ubc88 \ud655\uc778\uc2dc\ucf1c \uc90d\ub2c8\ub2e4.<\/p>\n<p>\uc544\ud649 \ubc88\uc9f8\ub85c, \ubbf8\ub798 \uae30\uc220 \ub3d9\ud5a5\uc744 \uace0\ub824\ud560 \ub54c, \ud074\ub77c\uc6b0\ub4dc, \uc5e3\uc9c0 \ucef4\ud4e8\ud305, AI, \uba38\uc2e0\ub7ec\ub2dd \ub4f1\uc758 \uc735\ud569\uc740 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub97c \ud55c\uce35 \ub354 \uace0\ub3c4\ud654\ud560 \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4. \uac01 \uae30\uc220\uc774 \uc0c1\ud638 \ubcf4\uc644\uc801\uc73c\ub85c \uc791\uc6a9\ud558\uba74\uc11c, \uc9c0\uc5f0 \ucd5c\uc18c\ud654, \uc18d\ub3c4 \ud5a5\uc0c1, \uc548\uc815\uc131 \uc99d\ub300\ub77c\ub294 \uc138 \ub9c8\ub9ac \ud1a0\ub07c\ub97c \ub3d9\uc2dc\uc5d0 \uc7a1\uc744 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c, \uc55e\uc73c\ub85c\uc758 \uc11c\ube44\uc2a4\ub294 \uc9c0\uae08\ubcf4\ub2e4 \ud6e8\uc52c \ube60\ub974\uace0 \uc548\uc815\uc801\uc774\uba70, \uc0ac\uc6a9\uc790 \ub9cc\uc871\ub3c4\ub97c \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc5f4 \ubc88\uc9f8\ub85c, \uacb0\ub860\uc801\uc73c\ub85c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub294 MSA \uae30\ubc18\uc758 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ud544\uc218\uc801\uc778 \uc694\uc18c\uc774\uba70, \ub2e4\uc591\ud55c \uae30\ubc95\uacfc \uae30\uc220\uc774 \ud63c\ud569\ub418\uc5b4 \uadf8 \ud6a8\uacfc\ub97c \ubc1c\ud718\ud569\ub2c8\ub2e4. \ubcf8 \uae00\uc744 \ud1b5\ud574 \uc81c\uc2dc\ud55c \ucd5c\uc801\ud654 \uc804\ub7b5, \uc0ac\ub840 \uc5f0\uad6c, \ud1b5\uacc4\uc801 \uadfc\uac70, \uadf8\ub9ac\uace0 \uc2e4\uc81c \ucf54\ub4dc \uc608\uc81c\ub294 \ub3c5\uc790\ub4e4\uc774 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uc758 \uc911\uc694\uc131\uacfc \uad6c\uccb4\uc801\uc778 \uad6c\ud604 \ubc29\ubc95\uc744 \ud3ed\ub113\uac8c \uc774\ud574\ud558\ub3c4\ub85d \ub3d5\uae30 \uc704\ud55c \uac83\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub0b4\uc6a9\uc744 \ubc14\ud0d5\uc73c\ub85c, \uae30\uc5c5\ub4e4\uc740 \ud5a5\ud6c4 \ubcc0\ud654\ud558\ub294 IT \ud658\uacbd\uc5d0 \ub2a5\ub3d9\uc801\uc73c\ub85c \ub300\uc751\ud558\uba70, \ubcf4\ub2e4 \ud601\uc2e0\uc801\uc774\uace0 \uacbd\uc7c1\ub825 \uc788\ub294 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4. \ucd5c\uc885\uc801\uc73c\ub85c, \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub294 \ub2e8\uc21c\ud55c \uae30\uc220 \uac1c\uc120\uc744 \ub118\uc5b4, \uc11c\ube44\uc2a4 \ud601\uc2e0\uacfc \ube44\uc988\ub2c8\uc2a4 \uc131\uacf5\uc758 \ud575\uc2ec \uc5f4\uc1e0\uc784\uc744 \uac15\uc870\ud558\uba70, \uc774\ub97c \ud1b5\ud574 MSA\uc758 \uac15\uc810\uc744 \uadf9\ub300\ud654\ud558\ub294 \uc804\ub7b5\uc801 \ubc29\ud5a5\uc131\uc744 \uc81c\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n<p><strong>\uc694\uc57d:<\/strong> \ubcf8 \uae00\uc5d0\uc11c\ub294 MSA \ud658\uacbd\uc5d0\uc11c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub97c \ud1b5\ud574 \uc11c\ube44\uc2a4 \uc9c0\uc5f0\uc744 \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud55c \ub2e4\uc591\ud55c \uae30\ubc95\uacfc \uc0ac\ub840, \uadf8\ub9ac\uace0 \uc2e4\ubb34\uc5d0 \uc801\uc6a9 \uac00\ub2a5\ud55c \ucf54\ub4dc \uc608\uc81c\ub97c \uc18c\uac1c\ud558\uc600\uc2b5\ub2c8\ub2e4. \uccab \uc139\uc158\uc5d0\uc11c\ub294 MSA\uc640 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uc758 \uae30\ubcf8 \uac1c\ub150 \ubc0f \ud544\uc694\uc131\uc744 \uc124\uba85\ud558\uc600\uc73c\uba70, \ub450 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0\uc758 \uc8fc\uc694 \uc6d0\uc778\uacfc \ubb38\uc81c\uc810\uc744 \uc0ac\ub840 \ubc0f \ud1b5\uacc4\uc640 \ud568\uaed8 \ubd84\uc11d\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc138 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \uc2e4\uc81c \uad6c\ud604 \uc804\ub7b5\uacfc \ucf54\ub4dc \uc608\uc81c\ub97c \ud1b5\ud574 \ucd5c\uc801\ud654 \uae30\ubc95\uc744 \uad6c\uccb4\uc801\uc73c\ub85c \ub2e4\ub8e8\uc5c8\uc73c\uba70, \ub9c8\uc9c0\ub9c9 \uc139\uc158\uc5d0\uc11c\ub294 \ubbf8\ub798 \uc804\ub9dd\uacfc \uacb0\ub860\uc744 \uc81c\uc2dc\ud558\uba70 \uc804\uccb4 \ub0b4\uc6a9\uc744 \uc885\ud569\uc801\uc73c\ub85c \uc815\ub9ac\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub3c5\uc790\ub4e4\uc740 \uc774\ub97c \ud1b5\ud574, \ubcc0\ud654\ud558\ub294 IT \ud658\uacbd \uc18d\uc5d0\uc11c MSA \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uacfc \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\uc758 \uc911\uc694\uc131\uc744 \uae4a\uc774 \uc774\ud574\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \ube14\ub85c\uadf8 \uac8c\uc2dc\uae00\uc740 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654\ub97c \ud1b5\ud55c \uc11c\ube44\uc2a4 \uc9c0\uc5f0 \ucd5c\uc18c\ud654\uac00 \ub2e8\uc21c\ud55c \uc18d\ub3c4 \uac1c\uc120\uc744 \ub118\uc5b4\uc11c, \uc804\ubc18\uc801\uc778 \uc2dc\uc2a4\ud15c \uc548\uc815\uc131, \ube44\uc6a9 \ud6a8\uc728\uc131, \uadf8\ub9ac\uace0 \uc0ac\uc6a9\uc790 \ub9cc\uc871\ub3c4\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc2ec\ub3c4 \uc788\uac8c \uace0\ucc30\ud55c \uc790\ub8cc\uc785\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 MSA \ud658\uacbd \uc544\ub798\uc5d0\uc11c\uc758 \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uae30\uc220\uc740 \uc9c0\uc18d\uc801\uc778 \ud601\uc2e0\uc758 \ub300\uc0c1\uc774 \ub420 \uac83\uc774\uba70, \uc774\ub97c \uc120\uc81c\uc801\uc73c\ub85c \uc900\ube44\ud558\ub294 \uae30\uc5c5\uacfc \uac1c\ubc1c\uc790\ub4e4\uc774 \ubbf8\ub798 IT \uc2dc\uc7a5\uc5d0\uc11c \uc6b0\uc704\ub97c \uc810\ud560 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ub3c5\uc790 \uc5ec\ub7ec\ubd84\uc774 \uc774 \uae00\uc744 \ud1a0\ub300\ub85c \uac01\uc790\uc758 \ud658\uacbd\uc5d0 \uc801\uc808\ud55c \ucd5c\uc801\ud654 \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\uace0, \uc2e4\uc81c \uc6b4\uc601\uc5d0 \uc801\uc6a9\ud574 \ubcf4\ub2e4 \ub098\uc740 \uc11c\ube44\uc2a4 \ud488\uc9c8\uc744 \uc2e4\ud604\ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4. 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\uc9c0\uc5f0\uc744 \ucd5c\uc18c\ud654\ud569\ub2c8\ub2e4. \uc548\uc815\uc801 \uc6b4\uc601\uacfc \ube60\ub978 \uc751\ub2f5\uc73c\ub85c \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c 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