{"id":55994,"date":"2025-03-11T23:59:48","date_gmt":"2025-03-11T14:59:48","guid":{"rendered":"https:\/\/hnu4c.shop\/blog\/development\/how-msa-innovation-maintains-consistency-with-real-time-data-synchronization"},"modified":"2025-03-11T23:59:51","modified_gmt":"2025-03-11T14:59:51","slug":"how-msa-innovation-maintains-consistency-with-real-time-data-synchronization","status":"publish","type":"post","link":"https:\/\/hnu4c.shop\/blog\/development\/how-msa-innovation-maintains-consistency-with-real-time-data-synchronization","title":{"rendered":"\uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\ub85c \uc77c\uad00\uc131\uc744 \uc720\uc9c0\ud558\ub294 MSA \ud601\uc2e0 \ubc29\ubc95"},"content":{"rendered":"
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\n \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98(Microservices Architecture, MSA)\ub294 \uc9c0\ub09c \uc218\ub144\uac04 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc2dc\uc2a4\ud15c \uac1c\ubc1c \ubc0f \uc6b4\uc601 \ubd84\uc57c\uc5d0\uc11c \ud601\uc2e0\uc801\uc778 \uae30\ubc95\uc73c\ub85c \uc790\ub9ac \uc7a1\uc558\uc2b5\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \ubaa8\ub180\ub9ac\uc2dd(monolithic) \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \ub2ec\ub9ac, MSA\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubc30\ud3ec \ubc0f \ud655\uc7a5\uc774 \uac00\ub2a5\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c\uc0ac\ud56d\uc5d0 \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uc7a5\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud2b9\ud788, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\ub294 MSA \ud658\uacbd\uc5d0\uc11c \uac1c\ubcc4 \uc11c\ube44\uc2a4 \uac04 \ub370\uc774\ud130\uc758 \uc77c\uad00\uc131\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud574 \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ud558\uba70, \ud604\ub300\uc758 \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc7a5\uc560 \uc608\ubc29\uacfc \ube60\ub978 \ubcf5\uad6c, \uadf8\ub9ac\uace0 \uc0ac\uc6a9\uc790 \uacbd\ud5d8 \uac1c\uc120\uc5d0 \uacb0\uc815\uc801\uc778 \uc694\uc18c\ub85c \uc791\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \ucd5c\uadfc \ub514\uc9c0\ud138 \uc804\ud658\uc774 \uac00\uc18d\ud654\ub418\uba74\uc11c \uae30\uc5c5\ub4e4\uc740 \uace0\uac1d \uc694\uad6c\uc640 \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \uc2e4\uc2dc\uac04\uc73c\ub85c \ub300\uc751\ud560 \ud544\uc694\uc131\uc774 \uc99d\uac00\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc694\uad6c\ub294 \ub370\uc774\ud130 \ucc98\ub9ac \uc18d\ub3c4\uc640 \uc815\ud655\uc131, \uadf8\ub9ac\uace0 \uac01 \uc11c\ube44\uc2a4 \uac04 \uc0c1\ud638 \uc5f0\ub3d9\uc758 \uc911\uc694\uc131\uc744 \ubd80\uac01\uc2dc\ucf30\uc73c\uba70, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uae30\uc220\uc740 \uc774\ub7ec\ud55c \ub3c4\uc804\uc5d0 \ub300\ud55c \ud574\uacb0\ucc45\uc73c\ub85c \ub300\ub450\ub418\uc5c8\uc2b5\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c \ubd84\uc0b0\ub41c \uc5ec\ub7ec \uc11c\ube44\uc2a4\ub4e4\uc774 \ub3c5\ub9bd\uc801\uc73c\ub85c \uac1c\ubc1c\ub418\uace0 \ubc30\ud3ec\ub418\uae30 \ub54c\ubb38\uc5d0 \uc774\ub4e4 \uac04\uc758 \ub370\uc774\ud130 \ubb34\uacb0\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \uac83\uc740 \ub9e4\uc6b0 \ubcf5\uc7a1\ud55c \uacfc\uc81c\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \uc2e4\uc2dc\uac04 \ud1b5\uc2e0 \ubc0f \ub370\uc774\ud130 \ub3d9\uae30\ud654\uac00 \ud544\uc218\uc801\uc778 \uc694\uc18c\ub85c \uc778\uc2dd\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \ubcf8 \uae00\uc5d0\uc11c\ub294 MSA \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\uac00 \uc65c \uc911\uc694\ud55c\uc9c0, \uadf8\ub9ac\uace0 \uc774\ub97c \ud1b5\ud55c \uc77c\uad00\uc131 \uc720\uc9c0\uac00 \uc5b4\ub5bb\uac8c \uc774\ub8e8\uc5b4\uc9c0\ub294\uc9c0\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \ub2e4\ub8e8\uace0\uc790 \ud569\ub2c8\ub2e4. \ucd08\uae30 \ub3c4\uc785 \ub2e8\uacc4\uc5d0\uc11c\ub294 \uc11c\ube44\uc2a4 \uac04\uc758 \ubc18\uc751 \uc18d\ub3c4 \ubc0f \ub370\uc774\ud130 \ucda9\ub3cc \ubb38\uc81c, \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0 \ubc0f \uc624\ub958 \ubc1c\uc0dd \ub4f1\uc758 \uc774\uc288\uac00 \uc874\uc7ac\ud558\uc600\uc73c\ub098, \ucd5c\uc2e0 \uae30\uc220\ub4e4\uc740 \ub2e4\uc591\ud55c \ud328\ud134\uacfc \ud504\ub85c\ud1a0\ucf5c\uc744 \ud1b5\ud574 \uc774\ub7ec\ud55c \ud55c\uacc4\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uadf9\ubcf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ud658\uacbd\uacfc \ud568\uaed8 \ubc1c\uc804\ud55c \uc774\ubca4\ud2b8 \uc2a4\ud2b8\ub9ac\ubc0d, \uba54\uc2dc\uc9c0 \ud050, \uadf8\ub9ac\uace0 \ub370\uc774\ud130 \ubcf5\uc81c \uae30\uc220 \ub4f1\uc740 MSA\uc5d0\uc11c\uc758 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\uc5d0 \ud070 \ub3c4\uc6c0\uc744 \uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \uc804\ud1b5\uc801\uc778 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \ubc29\uc2dd\uc774 \ub2e8\uc21c \ub3d9\uae30\ud654 \uc8fc\uae30 \ubc0f \ubc30\uce58 \ucc98\ub9ac\uc5d0 \uc758\uc874\ud588\ub2e4\uba74, MSA \ud658\uacbd\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \ubcc0\uacbd\uc774 \ubc1c\uc0dd\ud558\ub294 \uc989\uc2dc \uc5ec\ub7ec \uc11c\ube44\uc2a4\ub85c \uc774\ub97c \uc804\ud30c\ud558\ub294 \uc2e4\uc2dc\uac04 \ubc29\uc2dd\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc804\ud658\uc740 \ub370\uc774\ud130 \ucd5c\uc2e0\uc131 \ubcf4\uc7a5\uc740 \ubb3c\ub860, \ube44\uc988\ub2c8\uc2a4 \uc774\ubca4\ud2b8\uc5d0 \ub530\ub978 \uc989\uac01\uc801\uc778 \uc751\ub2f5\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ubbc0\ub85c \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc774\uace0 \uc11c\ube44\uc2a4 \uc2e0\ub8b0\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ub530\ub77c\uc11c, \ubcf8 \uae00\uc5d0\uc11c\ub294 \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654\uc758 \uac1c\ub150\ubfd0 \uc544\ub2c8\ub77c, \uc774\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uad6c\ud604\ud558\uae30 \uc704\ud55c \uc544\ud0a4\ud14d\ucc98 \uc124\uacc4\uc640 \ub2e4\uc591\ud55c \uae30\uc220 \uc694\uc18c\ub4e4\uc744 \ud3ed\ub113\uac8c \uc0b4\ud3b4\ubd04\uc73c\ub85c\uc368 \uae30\uc220\uc801 \uc804\ub7b5 \uc218\ub9bd\uc5d0 \uc2e4\uc9c8\uc801\uc778 \ub3c4\uc6c0\uc744 \uc8fc\uace0\uc790 \ud569\ub2c8\ub2e4.\n <\/p>\n
\n MSA\uc758 \ubc1c\uc804\uc740 \ub2e8\uc21c\ud788 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uad6c\uc870\uc801 \ubcc0\ud654\uc5d0 \uba38\ubb34\ub974\uc9c0 \uc54a\uace0, \ub370\uc774\ud130 \ucc98\ub9ac \ubc29\uc2dd \uc804\ubc18\uc5d0 \ud601\uc2e0\uc801\uc778 \ubcc0\ud654\ub97c \uac00\uc838\uc654\uc2b5\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uba54\ucee4\ub2c8\uc998\uc740 \ubcf5\uc7a1\ud55c \uc11c\ube44\uc2a4 \uac04\uc758 \ub370\uc774\ud130 \uc77c\uad00\uc131\uc744 \ubcf4\uc7a5\ud558\uba74\uc11c\ub3c4, \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc758 \ucde8\uc57d\uc810\uc744 \ubcf4\uc644\ud558\uae30 \uc704\ud55c \ud575\uc2ec \uae30\uc220\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uae08\uc735\uad8c\uc5d0\uc11c\ub294 \uc2e4\uc2dc\uac04 \uac70\ub798 \uc815\ubcf4\uc758 \ub3d9\uae30\ud654\ub97c \ud1b5\ud574 \uac70\ub798\ub0b4\uc5ed\uc758 \uc815\ud655\uc131\uc744 \uc720\uc9c0\ud558\uc5ec \uace0\uac1d \uc2e0\ub8b0\ub3c4\ub97c \ub192\uc774\uace0 \uc788\uc73c\uba70, \uc804\uc790\uc0c1\uac70\ub798 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc8fc\ubb38, \uacb0\uc81c, \uc7ac\uace0 \uc815\ubcf4\uc758 \ub3d9\uae30\ud654\ub97c \ud1b5\ud574 \uc6d0\ud65c\ud55c \uc11c\ube44\uc2a4 \uc6b4\uc601\uacfc \uc0ac\uc6a9\uc790 \ub9cc\uc871\uc744 \uadf9\ub300\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \uc774\uc640 \uad00\ub828\ud558\uc5ec \ucd5c\uadfc \uc5ec\ub7ec \uc120\ub3c4 \uae30\uc5c5\uc5d0\uc11c\ub294 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ub0b4 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uc804\ub7b5\uc744 \uc801\uadf9 \ub3c4\uc785\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc2dc\uc2a4\ud15c\uc758 \ud655\uc7a5\uc131\uacfc \uc548\uc815\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ud655\ubcf4\ud558\ub294 \uc0ac\ub840\uac00 \ub298\uc5b4\ub098\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc774 \uc774\ub7ec\ud55c \uae30\uc220 \ub3c4\uc785\uc744 \ud1b5\ud574 \uc5bb\ub294 \uc774\uc810\uc740 \ub2e8\uc21c\ud55c \uc131\ub2a5 \ud5a5\uc0c1\uc744 \ub118\uc5b4, \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc758 \ud601\uc2e0\uacfc \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc758 \uc9c8\uc801 \ud5a5\uc0c1\uc73c\ub85c \uc774\uc5b4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c, \uae00\ub85c\ubc8c \uae30\uc220 \uae30\uc5c5\ub4e4\uc740 MSA\uc640 \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654\ub97c \uacb0\ud569\ud55c \uc2dc\uc2a4\ud15c \uc124\uacc4\ub85c \ube60\ub978 \uc758\uc0ac \uacb0\uc815\uacfc \ube44\uc0c1 \uc0c1\ud669 \ub300\uc751\uc5d0 \uc788\uc5b4 \ud070 \ucc28\ubcc4\ud654\ub97c \uc774\ub8e8\uace0 \uc788\ub294 \ubaa8\uc2b5\uc744 \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654 \uae30\uc220\uc740 \uae30\uc220\uc801 \ub3c4\uc804\uacfc \ub192\uc740 \ubcf5\uc7a1\uc131\uc744 \ub0b4\ud3ec\ud558\uace0 \uc788\uc9c0\ub9cc, \uc774\ub97c \uc81c\ub300\ub85c \uad6c\ud604\ud560 \uacbd\uc6b0 \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc758 \ub2e8\uc810\uc744 \uadf9\ubcf5\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uac00 \uc11c\ub85c \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\uba74\uc11c\ub3c4 \ub370\uc774\ud130\uc758 \ucd5c\uc2e0\uc131\uc744 \uc720\uc9c0\ud558\ub294 \uac83\uc740 \uae30\uc5c5 \uacbd\uc7c1\ub825\uc758 \ud575\uc2ec \uc694\uc18c\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uc2dc\uc2a4\ud15c \uc548\uc815\uc131\uacfc \ud568\uaed8 \ube44\uc988\ub2c8\uc2a4 \ubbfc\ucca9\uc131 \ud655\ubcf4\uc5d0 \uc9c1\uc811\uc801\uc73c\ub85c \uae30\uc5ec\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc774\uc720\ub85c MSA \ud658\uacbd\uc5d0\uc11c \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uae30\uc220\uc740 \ub2e8\uc21c\ud55c \ub3c4\uad6c \uc774\uc0c1\uc758 \uc804\ub7b5\uc801 \ud22c\uc790 \ub300\uc0c1\uc73c\ub85c \uc778\uc2dd\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \ubcf8 \uc139\uc158\uc5d0\uc11c\ub294 MSA\uc640 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\uac00 \uc65c \ud544\uc218\uc801\uc778\uc9c0\uc5d0 \ub300\ud574 \uc804\ubc18\uc801\uc778 \ubc30\uacbd\uacfc \ud544\uc694\uc131\uc744 \uc0b4\ud3b4\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc774\uc5b4\uc9c0\ub294 \uc139\uc158\uc5d0\uc11c\ub294 \uad6c\uccb4\uc801\uc778 \uae30\uc220 \uc6d0\ub9ac\uc640 \uc774\ub97c \uad6c\ud604\ud558\uae30 \uc704\ud55c \ucd5c\uc2e0 \uae30\uc220 \ub3d9\ud5a5, \ud45c\uc900 \ud504\ub85c\ud1a0\ucf5c \ubc0f \uc194\ub8e8\uc158\ub4e4\uc744 \uc2ec\ub3c4 \uc788\uac8c \ubd84\uc11d\ud560 \uc608\uc815\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub3c5\uc790\ub294 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ud658\uacbd\uc5d0\uc11c \ub370\uc774\ud130 \ub3d9\uae30\ud654\uac00 \uc5b4\ub5bb\uac8c \uc774\ub8e8\uc5b4\uc9c0\ub294\uc9c0, \uadf8\ub9ac\uace0 \ubb34\uc5c7\ubcf4\ub2e4\ub3c4 \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654\ub97c \ud1b5\ud574 \uc5bb\uc744 \uc218 \uc788\ub294 \uad6c\uccb4\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \uac00\uce58\ub97c \uba85\ud655\ud558\uac8c \uc774\ud574\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.\n <\/p>\n
\n \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ubcf8 \uae00\uc740 \ub2e8\uc21c\ud55c \uae30\uc220 \uc18c\uac1c\ub97c \ub118\uc5b4 \uc2e4\uc81c \ud604\uc5c5\uc5d0\uc11c \ud65c\uc6a9 \uac00\ub2a5\ud55c \uc0ac\ub840, \uad6c\ud604 \uc804\ub7b5, \uadf8\ub9ac\uace0 \ucd5c\uc2e0 \ud2b8\ub80c\ub4dc\ub97c \uc885\ud569\uc801\uc73c\ub85c \ub2e4\ub8f8\uc73c\ub85c\uc368 \uc2e4\ubb34\uc790\uc640 \uad00\ub9ac\uc790\uac00 \ucc38\uace0\ud560 \uc218 \uc788\ub294 \uc2e4\uc9c8\uc801\uc778 \uac00\uc774\ub4dc \uc5ed\ud560\uc744 \ubaa9\ud45c\ub85c \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub3c5\uc790 \uc5ec\ub7ec\ubd84\uaed8\uc11c \uc774 \uae00\uc744 \ud1b5\ud574 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \ubc0f MSA\uc758 \uacb0\ud569\uc774 \uac00\uc838\ub2e4 \uc904 \ud601\uc2e0\uc801 \ubcc0\ud654\ub97c \ubbf8\ub9ac \uccb4\uac10\ud558\uace0, \ud5a5\ud6c4 \uc2dc\uc2a4\ud15c \uc124\uacc4 \ubc0f \uac1c\ubc1c\uc5d0 \uc751\uc6a9\ud560 \uc218 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc73c\uc2dc\uae38 \uae30\ub300\ud569\ub2c8\ub2e4.\n <\/p>\n
\n
\n <\/p>\n
\n \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uae30\uc220\uc740 \ubcf5\uc7a1\ud55c \ubd84\uc0b0 \uc2dc\uc2a4\ud15c \ud658\uacbd\uc5d0\uc11c \uc5ec\ub7ec \uc11c\ube44\uc2a4 \ubc0f \ub370\uc774\ud130 \uc800\uc7a5\uc18c \uac04\uc758 \ub370\uc774\ud130 \uc77c\uad00\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud55c \ud575\uc2ec \uba54\ucee4\ub2c8\uc998\uc785\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \ub370\uc774\ud130\uc758 \uc2e0\uc18d\ud55c \uc804\ud30c\uc640 \uc5c5\ub370\uc774\ud2b8 \ubc18\uc601\uc744 \uc704\ud574 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uacfc \uba54\uc2dc\uc9d5 \uc2dc\uc2a4\ud15c\uc774 \uacb0\ud569\ub41c \ud615\ud0dc\ub85c \uad6c\ud604\ub418\uba70, \uc774\ub97c \ud1b5\ud574 \ub370\uc774\ud130\uac00 \ubcc0\uacbd\ub420 \ub54c\ub9c8\ub2e4 \ud574\ub2f9 \ubcc0\uacbd \uc0ac\ud56d\uc774 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc804\ud30c\ub418\uc5b4 \uc11c\ube44\uc2a4 \uc804\ubc18\uc5d0 \uac78\uccd0 \ub3d9\uae30\ud654\uac00 \uc774\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc6d0\ub9ac\uc5d0\ub294 \uc774\ubca4\ud2b8 \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98\uc640 \uba54\uc2dc\uc9c0 \ube0c\ub85c\ucee4, \uadf8\ub9ac\uace0 \ub370\uc774\ud130 \ubcf5\uc81c \uae30\uc220 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.\n <\/p>\n
\n \uc774\ubca4\ud2b8 \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98\ub294 \ub370\uc774\ud130 \ubcc0\uacbd \uc2dc \ubc1c\uc0dd\ud558\ub294 \uc774\ubca4\ud2b8\ub97c \uc989\uac01\uc801\uc73c\ub85c \uac01 \ub300\uc0c1 \uc11c\ube44\uc2a4\uc5d0 \uc804\ud30c\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \ub3d9\uc791\ud569\ub2c8\ub2e4. \uc774 \ubc29\uc2dd\uc5d0\uc11c\ub294 \uc11c\ube44\uc2a4\uac00 \ub3c5\uc790\uc801\uc73c\ub85c \uc774\ubca4\ud2b8\ub97c \ubc1c\ud589\ud558\uace0, \uc774\ub97c \uad6c\ub3c5\ud558\ub294 \ub2e4\ub978 \uc11c\ube44\uc2a4\ub4e4\uc774 \uc774\ubca4\ud2b8 \ub0b4\uc6a9\uc744 \ubc1b\uc544 \uc989\uac01\uc801\uc73c\ub85c \uc790\uc2e0\uc758 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \ubc18\uc601\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc870\ub294 \ub370\uc774\ud130 \uc804\ud30c\uc758 \uc9c0\uc5f0 \uc2dc\uac04\uc744 \ucd5c\uc18c\ud654\ud558\uba70, \uc2dc\uc2a4\ud15c \uc804\uccb4\uc5d0\uc11c \uc77c\uad00\uc131 \uc788\ub294 \ub370\uc774\ud130\ub97c \uc720\uc9c0\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \ub610\ud55c, \ubd84\uc0b0 \ud2b8\ub79c\uc7ad\uc158\uc744 \ucd5c\uc18c\ud654\ud558\uc5ec \uc2dc\uc2a4\ud15c\uc758 \ud655\uc7a5\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uc7a5\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \uba54\uc2dc\uc9c0 \ube0c\ub85c\ucee4\ub294 \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654 \uc778\ud504\ub77c\uc758 \ub610 \ub2e4\ub978 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4. \ub300\ud45c\uc801\uc778 \uba54\uc2dc\uc9c0 \ube0c\ub85c\ucee4\ub85c\ub294 Apache Kafka, RabbitMQ, NATS \ub4f1\uc774 \uc788\uc73c\uba70, \uc774\ub4e4\uc740 \uace0\uc131\ub2a5\uc758 \uba54\uc2dc\uc9c0 \uc804\uc1a1 \ubc0f \ucc98\ub9ac \ub2a5\ub825\uc744 \ubc14\ud0d5\uc73c\ub85c \uc774\ubca4\ud2b8\uc758 \uc2e4\uc2dc\uac04 \uc804\ud30c\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. Kafka\uc758 \uacbd\uc6b0 \ub300\uc6a9\ub7c9 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ubd84\uc0b0 \ub85c\uadf8 \uc2dc\uc2a4\ud15c\uc744 \uc81c\uacf5\ud558\uba70, \uc774\ub97c \ud1b5\ud574 \uc11c\ube44\uc2a4 \uac04 \uba54\uc2dc\uc9c0 \uc804\uc1a1\uc758 \uc77c\uad00\uc131\uc774 \ud655\ubcf4\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uba54\uc2dc\uc9c0 \ube0c\ub85c\ucee4\ub4e4\uc740 \ub2e4\uc591\ud55c \ud504\ub85c\ud1a0\ucf5c\uacfc \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc9c0\uc6d0\ud568\uc73c\ub85c\uc368 \uc2dc\uc2a4\ud15c \ud655\uc7a5\uc131\uacfc \uc720\uc5f0\uc131\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.\n <\/p>\n
\n \ub370\uc774\ud130 \ubcf5\uc81c \uae30\uc220\uc740 \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654\uc758 \ub610 \ub2e4\ub978 \ud544\uc218 \uae30\uc220\ub85c, \uc5ec\ub7ec \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uac04\uc758 \ub3d9\uc2dc \uc5c5\ub370\uc774\ud2b8\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \ubcf5\uc81c\ub294 \ud754\ud788 \ub9c8\uc2a4\ud130-\uc2ac\ub808\uc774\ube0c \uad6c\uc870 \ub610\ub294 \ub2e4\uc911 \ub9c8\uc2a4\ud130 \uad6c\uc870\ub85c \uad6c\uc131\ub418\uc5b4 \uc0ac\uc6a9\ub418\uba70, \ub370\uc774\ud130 \ubcc0\uacbd \uc2dc \ubcf5\uc81c \uc9c0\uc5f0 \uc2dc\uac04\uc744 \ucd5c\uc18c\ud654\ud558\ub294 \uac83\uc774 \ud575\uc2ec \ubaa9\ud45c\uc785\ub2c8\ub2e4. \ud2b9\ud788, \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc5d0\uc11c\uc758 \ub370\uc774\ud130 \ubcf5\uc81c\ub294 \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0, \uc7a5\uc560 \ub300\ube44, \ub370\uc774\ud130 \ubd88\uc77c\uce58 \ubb38\uc81c\ub4e4\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ud574\uacb0\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uacfc \uc804\ub7b5\uc774 \uc694\uad6c\ub429\ub2c8\ub2e4. \ucd5c\uc2e0 \uae30\uc220\ub4e4\uc740 \uc774\ub7ec\ud55c \ubb38\uc81c\ub4e4\uc744 \ud574\uacb0\ud558\uae30 \uc704\ud574 \ube44\ub3d9\uae30\uc2dd \ubcf5\uc81c, \uc774\ubca4\ud2b8 \uc18c\uc2f1, CQRS(Command Query Responsibility Segregation) \ub4f1\uc758 \ubaa8\ub378\uc744 \ucc44\ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uae30\uc220 \uad6c\ud604\uc744 \uc704\ud55c \ud575\uc2ec \uae30\uc220\ub4e4\uc744 \uc815\ub9ac\ud558\uba74 \uc544\ub798\uc640 \uac19\uc740 \uc694\uc18c\ub4e4\uc744 \ud3ec\ud568\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \uc774\uc640 \uac19\uc774, \uac01\uac01\uc758 \uae30\uc220 \uc694\uc18c\ub4e4\uc740 \ub2e8\ub3c5\uc73c\ub85c \uc874\uc7ac\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc11c\ub85c \uae34\ubc00\ud558\uac8c \uc5f0\uacc4\ub418\uc5b4 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\uc758 \ud6a8\uacfc\uc801\uc778 \uad6c\ud604\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc774\ubca4\ud2b8 \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98\uc640 \uba54\uc2dc\uc9c0 \ube0c\ub85c\ucee4\uac00 \uacb0\ud569\ub420 \uacbd\uc6b0, \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8 \uc2dc \ubc1c\uc0dd\ud558\ub294 \uc774\ubca4\ud2b8\uac00 \uc989\uac01\uc801\uc73c\ub85c \uc804\ud30c\ub418\uc5b4 \ube60\ub978 \uc751\ub2f5\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uba70, \uce90\uc2f1 \ubc0f \ub370\uc774\ud130 \ubcf5\uc81c \uae30\uc220\uc774 \uc774\ub97c \ubcf4\uc644\ud558\uc5ec \ub370\uc774\ud130 \uc77c\uad00\uc131\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \ud1b5\ud569 \uc2dc\uc2a4\ud15c\uc740 \uace0\uac00\uc6a9\uc131\uacfc \ud655\uc7a5\uc131\uc744 \ubaa8\ub450 \ucda9\uc871\ud558\ub294 \ub3d9\uc2dc\uc5d0, \uac01 \uc11c\ube44\uc2a4\uac04\uc758 \ub3c5\ub9bd\uc131\uc744 \ud574\uce58\uc9c0 \uc54a\ub294 \uade0\ud615 \uc7a1\ud78c \uc544\ud0a4\ud14d\ucc98\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4.\n <\/p>\n
\n \ucd5c\uadfc\uc5d0\ub294 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ud658\uacbd\uc758 \ub4f1\uc7a5\uc73c\ub85c \uc778\ud574 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uad00\ub828 \uae30\uc220\ub4e4\uc774 \ub354\uc6b1 \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\uc778 Kubernetes\uc758 \ubcf4\ud3b8\ud654\uc640 \ud568\uaed8, \uc11c\ube44\uc2a4 \uac04 \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0 \uc2dc\uac04 \ucd5c\uc18c\ud654\ub97c \uc704\ud55c \uc0c8\ub85c\uc6b4 \uc194\ub8e8\uc158\ub4e4\uc774 \ub9ce\uc774 \ub3c4\uc785\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \ud658\uacbd\uc5d0\uc11c\ub294 \uc790\ub3d9 \ud655\uc7a5, \ubb34\uc911\ub2e8 \ubc30\ud3ec, \uadf8\ub9ac\uace0 \uc11c\ube44\uc2a4 \uba54\uc26c\ub97c \ud1b5\ud55c \ud1b5\ud569 \ubaa8\ub2c8\ud130\ub9c1\uc774 \uac00\ub2a5\ud574\uc9c0\uba70, \uacb0\uacfc\uc801\uc73c\ub85c \ub370\uc774\ud130 \ub3d9\uae30\ud654\uc758 \uc548\uc815\uc131\uacfc \uc131\ub2a5\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uacb0\uacfc\ub97c \ub0b3\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \uae30\uc220 \ubc1c\uc804\uc5d0 \ub530\ub978 \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654 \uc194\ub8e8\uc158\uc758 \uc0ac\ub840 \uc5f0\uad6c\uc5d0\uc11c\ub3c4 \uadf8 \ud6a8\uacfc\ub97c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub300\ud615 \uc804\uc790\uc0c1\uac70\ub798 \ud50c\ub7ab\ud3fc\uc5d0\uc11c\ub294 \uc8fc\ubb38, \uacb0\uc81c, \ubc30\uc1a1 \ub4f1\uc758 \ub2e4\uc591\ud55c \uc11c\ube44\uc2a4\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ub3d9\uae30\ud654\ud568\uc73c\ub85c\uc368 \uace0\uac1d\uc5d0\uac8c \uc77c\uad00\ub41c \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\uace0 \uc788\uc73c\uba70, \uae08\uc735\uad8c\uc5d0\uc11c\ub294 \uc2e4\uc2dc\uac04 \uac70\ub798 \ub370\uc774\ud130 \ubcf5\uc81c \uae30\uc220\uc744 \ud1b5\ud574 \ubcf4\uc548\uacfc \uc2e0\ub8b0\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ud655\ubcf4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0ac\ub840\ub4e4\uc740 \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654\uac00 \ub2e8\uc21c\ud55c \uae30\uc220\uc801 \uc694\uad6c\uc0ac\ud56d\uc744 \ub118\uc5b4, \ube44\uc988\ub2c8\uc2a4 \uacbd\uc7c1\ub825\uc744 \uc88c\uc6b0\ud558\ub294 \uc911\uc694\ud55c \uc694\uc18c\uc784\uc744 \uba85\ud655\ud558\uac8c \uc99d\uba85\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \ubcf8 \uc139\uc158\uc5d0\uc11c\ub294 MSA \ud658\uacbd\uc5d0\uc11c \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\uc758 \uae30\uc220\uc801 \uc6d0\ub9ac\uc640 \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c\ub4e4\uc744 \ub2e4\ub8e8\uc5c8\uc2b5\ub2c8\ub2e4. \uac01\uac01\uc758 \uae30\uc220 \uc694\uc18c\uc640 \uad6c\ud604 \ubc29\ubc95\uc774 \uc5b4\ub5bb\uac8c \ud1b5\ud569\ub418\uc5b4 \uc11c\ube44\uc2a4 \uac04 \ub370\uc774\ud130 \uc77c\uad00\uc131\uc744 \ubcf4\uc7a5\ud558\ub294\uc9c0\uc5d0 \ub300\ud574 \uc0c1\uc138\ud788 \uc124\uba85\ud558\uc600\uc73c\uba70, \ucd5c\uc2e0 \uae30\uc220 \ub3d9\ud5a5\uacfc \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ud658\uacbd\uc5d0\uc11c\uc758 \uc801\uc6a9 \uc0ac\ub840\ub97c \ud1b5\ud574 \ub3c5\uc790\ub4e4\uc774 \uc2e4\uc81c \uc801\uc6a9 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc744 \uc218 \uc788\ub3c4\ub85d \uad6c\uc131\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc6d0\ub9ac\uc640 \uae30\uc220 \uc694\uc18c\uc5d0 \ub300\ud55c \uae4a\uc740 \uc774\ud574\ub294 \ud5a5\ud6c4 MSA \uae30\ubc18 \uc2dc\uc2a4\ud15c \uc124\uacc4 \ubc0f \uc6b4\uc601\uc5d0 \uc788\uc5b4 \uc911\uc694\ud55c \ucc38\uace0 \uc790\ub8cc\uac00 \ub420 \uac83\uc785\ub2c8\ub2e4.\n <\/p>\n
\n \uacb0\ub860\uc801\uc73c\ub85c, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uae30\uc220\uc740 \ub2e8\uc21c\ud788 \ub370\uc774\ud130 \uc804\ud30c\ub97c \ub118\uc5b4\uc11c \uc2dc\uc2a4\ud15c \uc804\ubc18\uc758 \uc548\uc815\uc131\uacfc \ud655\uc7a5\uc131\uc744 \uc88c\uc6b0\ud558\ub294 \ud575\uc2ec \uae30\uc220\ub85c \uc778\uc2dd\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc220\uc801 \ub3c4\uc804 \uacfc\uc81c\uc640 \uad6c\ud604 \ubcf5\uc7a1\uc131\uc774 \uc874\uc7ac\ud558\ub354\ub77c\ub3c4, \uc801\uc808\ud55c \uc544\ud0a4\ud14d\ucc98 \uc124\uacc4\uc640 \ucd5c\uc2e0 \uc194\ub8e8\uc158\uc744 \ud65c\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c \ubb38\uc81c\ub4e4\uc744 \uadf9\ubcf5\ud560 \uc218 \uc788\uc74c\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc758 \uc131\uacf5 \uc0ac\ub840\ub97c \ud1b5\ud574 \uc785\uc99d\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\uc758 \uc139\uc158\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc744 \uc2e4\uc81c MSA \ud658\uacbd\uc5d0 \uc801\uc6a9\ud55c \uad6c\uccb4\uc801\uc778 \uc0ac\ub840\uc640 \uc774\ub97c \uc6b4\uc601\ud558\uae30 \uc704\ud55c \uc2e4\uc804 \uc804\ub7b5\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ub3c5\uc790 \uc5ec\ub7ec\ubd84\uaed8\uc11c\ub294 \uc774 \uc139\uc158\uc744 \ud1b5\ud574 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uad00\ub828 \uae30\uc220\uc758 \uae30\ubcf8 \uac1c\ub150\uacfc \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c\ub4e4\uc744 \ucda9\ubd84\ud788 \uc774\ud574\ud558\uace0, \uc55e\uc73c\ub85c\uc758 \ub0b4\uc6a9\uc744 \ud1b5\ud574 \uc2e4\uc81c \ud604\uc5c5\uc5d0\uc11c\uc758 \uc801\uc6a9 \uac00\ub2a5\uc131\uacfc \uc804\ub7b5\uc5d0 \ub300\ud574 \ub354\uc6b1 \uae4a\uc774 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc73c\uc2dc\uae38 \ubc14\ub78d\ub2c8\ub2e4.\n <\/p>\n
\n
\n <\/p>\n
\n MSA \ud658\uacbd\uc5d0\uc11c \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\ub97c \uad6c\uccb4\uc801\uc73c\ub85c \uad6c\ud604\ud558\ub294 \uacfc\uc815\uc740 \ub2e8\uc21c\ud55c \uac1c\ub150\uc801 \uc811\uadfc\uc744 \ub118\uc5b4, \uac01 \uc11c\ube44\uc2a4\uc758 \uc5f0\uacc4\uc131\uacfc \uc7a5\uc560 \ub300\uc751 \ub2a5\ub825\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \uc815\uad50\ud55c \uc804\ub7b5\uacfc \uae30\uc220\uc801 \uad6c\uc131 \uc694\uc18c\ub4e4\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc801\uc6a9\ub41c \uc2e4\uc81c \uc0ac\ub840\ub97c \ubcf4\uba74, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\uac00 \ub2e8\uc21c\ud55c \ub370\uc774\ud130 \uc804\uc1a1\uc744 \ub118\uc5b4\uc11c \ube44\uc988\ub2c8\uc2a4 \uc5f0\uc18d\uc131 \ubcf4\uc7a5\uacfc \uc0ac\uc6a9\uc790 \uacbd\ud5d8 \uac1c\uc120\uc5d0 \uc788\uc5b4 \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \uc218\ud589\ud568\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654\uc758 \uc2e4\uc81c \uad6c\ud604 \uc0ac\ub840\uc640 \ud568\uaed8 \uc774\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc801\uc6a9\ud558\uae30 \uc704\ud55c \uc804\ub7b5 \ubc0f \uae30\uc220\uc801 \uac00\uc774\ub4dc\ub97c \uc0c1\uc138\ud788 \uc81c\uc2dc\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.\n <\/p>\n
\n \uc2e4\uc81c \uc0ac\ub840 \uc911 \ud558\ub098\ub85c, \ud55c \uae00\ub85c\ubc8c \uc804\uc790\uc0c1\uac70\ub798 \uae30\uc5c5\uc740 MSA \ud658\uacbd\uc5d0\uc11c \uc8fc\ubb38, \uacb0\uc81c, \ubc30\uc1a1 \uc11c\ube44\uc2a4 \uac04 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\ub97c \uad6c\ud604\ud558\uc5ec \uace0\uac1d\uc5d0\uac8c \ucd5c\uc2e0\uc758 \uc8fc\ubb38 \uc0c1\ud0dc \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \uac01 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\uba74\uc11c\ub3c4, Kafka \uae30\ubc18\uc758 \uba54\uc2dc\uc9c0 \ube0c\ub85c\ucee4\ub97c \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \uc5c5\ub370\uc774\ud2b8 \uc774\ubca4\ud2b8\ub97c \uc11c\ub85c \uacf5\uc720\ud558\ub294 \uad6c\uc870\ub97c \ucc44\ud0dd\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc8fc\ubb38 \uc0dd\uc131, \ubcc0\uacbd, \ucde8\uc18c \ub4f1\uc758 \uc774\ubca4\ud2b8\uac00 \ubc1c\uc0dd\ud558\uc790\ub9c8\uc790 \ubaa8\ub4e0 \uad00\ub828 \uc11c\ube44\uc2a4\uc5d0 \uc804\ud30c\ub418\uc5b4 \uace0\uac1d\uc5d0\uac8c \uc798\ubabb\ub41c \uc815\ubcf4 \uc804\ub2ec\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \uc2dc\uc2a4\ud15c \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ub370\uc774\ud130 \ubcf5\uad6c \uacfc\uc815\uc744 \ub2e8\ucd95\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \ub610 \ub2e4\ub978 \uc0ac\ub840\ub85c, \uae08\uc735\uad8c\uc5d0\uc11c\ub294 \uc2e4\uc2dc\uac04 \uac70\ub798 \ub370\uc774\ud130\uc758 \ub3d9\uae30\ud654\uac00 \uc2dc\uc2a4\ud15c\uc758 \uc2e0\ub8b0\uc131\uc744 \uc88c\uc6b0\ud558\ub294 \ud575\uc2ec \uc694\uc18c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4. \ub2e4\uc218\uc758 \uac70\ub798\uc18c\uc640 \uc911\uac1c \uc2dc\uc2a4\ud15c\uc774 \uac1c\ubcc4\uc801\uc73c\ub85c \uc6b4\uc601\ub418\uba74\uc11c\ub3c4, \uac70\ub798 \ub370\uc774\ud130\uc758 \ub3d9\uae30\ud654\ub97c \ud1b5\ud574 \ub370\uc774\ud130 \ubd88\uc77c\uce58\ub85c \uc778\ud55c \uae08\uc804\uc801 \uc190\uc2e4\uc744 \ubc29\uc9c0\ud558\ub294 \uc5ed\ud560\uc744 \uc218\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \ud658\uacbd\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uc9c0\uc5f0\uc744 \uc904\uc774\uae30 \uc704\ud574 \ube44\ub3d9\uae30\uc2dd \uba54\uc2dc\uc9d5\uacfc \uc774\ubca4\ud2b8 \uc18c\uc2f1 \uae30\ubc95\uc744 \ud65c\uc6a9\ud55c \uc544\ud0a4\ud14d\ucc98\uac00 \ud544\uc218\uc801\uc774\uba70, \uc2e4\uc81c \ud604\uc7a5\uc5d0\uc11c\ub294 \uc774\ub97c \uc704\ud574 \uc218\uc2ed\ub300\uc758 \uc11c\ubc84\uc640 \ud074\ub7ec\uc2a4\ud130\ub9c1\ub41c \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ud658\uacbd\uc744 \uad6c\ucd95\ud55c \uc0ac\ub840\ub4e4\uc774 \ubcf4\uace0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654 \uad6c\ud604\uc5d0 \uc788\uc5b4 \uac00\uc7a5 \uc911\uc694\ud55c \uc694\uc18c \uc911 \ud558\ub098\ub294 \uc548\uc815\uc801\uc778 \uc774\ubca4\ud2b8 \ud750\ub984\uc744 \ubcf4\uc7a5\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uac01 \uc11c\ube44\uc2a4\ub294 \ub370\uc774\ud130 \ubcc0\uacbd\uc774 \ubc1c\uc0dd\ud560 \ub54c\ub9c8\ub2e4 \uc774\ubca4\ud2b8\ub97c \uc0dd\uc131\ud558\uace0, \uc774\ub97c \uba54\uc2dc\uc9c0 \ud050\uc5d0 \uc804\uc1a1\ud558\ub294 \ub85c\uc9c1\uc744 \ud3ec\ud568\ud558\uac8c \ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc8fc\ubb38 \uc11c\ube44\uc2a4\uc5d0\uc11c\ub294 \uc8fc\ubb38\uc774 \uc0dd\uc131\ub418\uba74 \ud574\ub2f9 \uc774\ubca4\ud2b8\ub97c \ubc1c\ud589\ud558\uc5ec \uacb0\uc81c \ucc98\ub9ac \ubc0f \uc7ac\uace0 \uad00\ub9ac \uc11c\ube44\uc2a4\uac00 \uc774\ub97c \uc989\uc2dc \uc218\uc2e0\ud558\ub3c4\ub85d \uad6c\uc131\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc870\uc5d0\uc11c\ub294 \uc774\ubca4\ud2b8\uc758 \uc804\ub2ec \uc9c0\uc5f0\uc774\ub098 \uba54\uc2dc\uc9c0 \uc190\uc2e4\uc5d0 \ub300\ube44\ud55c \uc7ac\ucc98\ub9ac \ub85c\uc9c1\uacfc \uc7a5\uc560 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.\n <\/p>\n
\n \ub610\ud55c, \uc11c\ube44\uc2a4 \uac04 \ub370\uc774\ud130 \uc77c\uad00\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud55c \ub610 \ub2e4\ub978 \uc804\ub7b5\uc73c\ub85c\ub294 CQRS(Command Query Responsibility Segregation) \ud328\ud134\uc744 \ud65c\uc6a9\ud55c \uc811\uadfc \ubc29\uc2dd\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc4f0\uae30\uc640 \uc77d\uae30 \uc791\uc5c5\uc744 \ubd84\ub9ac\ud558\uc5ec \ub370\uc774\ud130 \ub3d9\uae30\ud654\uc640 \uc131\ub2a5 \ucd5c\uc801\ud654\ub97c \ub3d9\uc2dc\uc5d0 \ub2ec\uc131\ud558\ub294 \ubc29\ubc95\uc73c\ub85c, \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c \ub192\uc740 \ucc98\ub9ac\ub7c9\uacfc \ub0ae\uc740 \uc9c0\uc5f0 \uc2dc\uac04\uc744 \ud655\ubcf4\ud558\ub294 \ub370 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \uc5ec\ub7ec \uae08\uc735 \ubc0f \ud1b5\uc2e0 \ud68c\uc0ac\ub4e4\uc774 CQRS \ud328\ud134\uc744 \uc801\uc6a9\ud558\uc5ec, \ub300\uc6a9\ub7c9 \ud2b8\ub79c\uc7ad\uc158 \uc0c1\ud669\uc5d0\uc11c\ub3c4 \ub370\uc774\ud130 \uc815\ud569\uc131\uc744 \uc720\uc9c0\ud558\ub294 \uc131\uacf5\uc801\uc778 \uad6c\ud604 \uc0ac\ub840\ub97c \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uc804\ub7b5\uc758 \uad6c\ud604\uacfc\uc815\uc5d0\uc11c \ucf54\ub4dc \uad6c\ud604 \uc608\uc81c\ub97c \ud1b5\ud574 \uc774\ud574\ub97c \ub3d5\uace0\uc790 \ud569\ub2c8\ub2e4. \uc544\ub798\ub294 Java\uc640 Spring Boot \ud658\uacbd\uc5d0\uc11c Apache Kafka\ub97c \ud65c\uc6a9\ud558\uc5ec \uc774\ubca4\ud2b8 \uc804\ud30c\ub97c \uad6c\ud604\ud558\ub294 \uac04\ub2e8\ud55c \ucf54\ub4dc \uc608\uc81c\uc785\ub2c8\ub2e4.\n <\/p>\n
\n \/\/ Kafka Producer \uc608\uc81c - \uc8fc\ubb38 \uc0dd\uc131 \uc774\ubca4\ud2b8 \ubc1c\ud589\n @RestController\n public class OrderController {\n\n private final KafkaTemplate<String, OrderEvent> kafkaTemplate;\n\n public OrderController(KafkaTemplate<String, OrderEvent> kafkaTemplate) {\n this.kafkaTemplate = kafkaTemplate;\n }\n\n @PostMapping(\"\/order\")\n public ResponseEntity<String> createOrder(@RequestBody Order order) {\n \/\/ \uc8fc\ubb38 \ucc98\ub9ac \ub85c\uc9c1\n OrderEvent event = new OrderEvent(order.getId(), \"ORDER_CREATED\", order);\n kafkaTemplate.send(\"order-topic\", event);\n return ResponseEntity.ok(\"Order Created Successfully\");\n }\n }\n <\/code><\/pre>\n<\/p>\n\n \uc704 \ucf54\ub4dc \uc608\uc81c\uc5d0\uc11c\ub294 \uc8fc\ubb38 \uc11c\ube44\uc2a4\uac00 \uc8fc\ubb38 \uc0dd\uc131 \uc2dc Kafka \uba54\uc2dc\uc9c0 \ube0c\ub85c\ucee4\uc5d0 \uc774\ubca4\ud2b8\ub97c \ubc1c\ud589\ud558\ub294 \uacfc\uc815\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc774\ucc98\ub7fc \uac01 \uc11c\ube44\uc2a4\ub294 \uc790\uc2e0\uc774 \ubcc0\uacbd\ud55c \ub370\uc774\ud130\ub97c \uc774\ubca4\ud2b8\ub85c \ubcc0\ud658\ud558\uc5ec \uc804\ud30c\ud558\uba70, \uad6c\ub3c5 \uc11c\ube44\uc2a4\ub294 \uc774\ub97c \ubc1b\uc544 \uc790\uc2e0\uc758 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \ub3d9\uae30\ud654\ud558\ub294 \uad6c\uc870\ub85c \uc124\uacc4\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc870\ub294 \uc11c\ube44\uc2a4 \uac04\uc758 \uc758\uc874\uc131\uc744 \ub0ae\ucd94\uace0, \uae00\ub85c\ubc1c \ud2b8\ub79c\uc7ad\uc158 \uc5c6\uc774\ub3c4 \ub192\uc740 \ub370\uc774\ud130 \uc815\ud569\uc131\uc744 \ub2ec\uc131\ud560 \uc218 \uc788\ub294 \ud6a8\uacfc\uc801\uc778 \ubc29\ubc95\uc785\ub2c8\ub2e4.\n <\/p>\n
\n \uc2e4\uc81c \ud604\uc5c5\uc5d0\uc11c\ub294 \uc704 \uc608\uc81c\uc5d0\uc11c \uc18c\uac1c\ud55c \uae30\uc220\uacfc \uc720\uc0ac\ud55c \uc804\ub7b5\ub4e4\uc744 \ubcf4\ub2e4 \uc138\ubc00\ud558\uac8c \ud655\uc7a5\ud558\uc5ec \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uae08\uc735\uad8c\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uc2e4\ud328 \uc2dc \uc790\ub3d9 \uc7ac\ucc98\ub9ac \ub85c\uc9c1\uacfc \ubc31\uc5c5 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc5f0\ub3d9\ud558\uc5ec, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc\uc5d0\ub3c4 \ub370\uc774\ud130 \uc77c\uad00\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \ubcf5\ud569\uc801\uc778 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud569\ub2c8\ub2e4. \uc774\uc640 \uac19\uc774 \ub2e4\uce35\uc801\uc778 \uc7a5\uc560 \ubcf5\uad6c \ubc0f \uc5d0\ub7ec \ud578\ub4e4\ub9c1 \uc804\ub7b5\uc740 \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc744 \ub192\uc774\uba70, \uae30\uc5c5\uc758 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc5d0 \uc911\ub300\ud55c \uc5ed\ud560\uc744 \ub2f4\ub2f9\ud569\ub2c8\ub2e4.\n <\/p>\n
\n \uc774\uc678\uc5d0\ub3c4 MSA \ud658\uacbd\uc5d0\uc11c \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654\ub97c \uad6c\ud604\ud560 \ub54c \uace0\ub824\ud574\uc57c \ud560 \uc694\uc18c\ub85c\ub294, \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0 \uc2dc\uac04, \ub370\uc774\ud130 \uc911\ubcf5 \uc804\uc1a1\uc5d0 \ub530\ub978 \uc131\ub2a5 \uc800\ud558, \uadf8\ub9ac\uace0 \uba54\uc2dc\uc9c0 \uc21c\uc11c \ubcf4\uc7a5\uc744 \uc704\ud55c \uc804\ub7b5 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\ub4e4\uc744 \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc77c\ubd80 \uae30\uc5c5\ub4e4\uc740 \ub370\uc774\ud130 \ubc84\ud37c\ub9c1, \uc9c0\uc5f0 \ud050, \uadf8\ub9ac\uace0 \ud0c0\uc784\uc2a4\ud0ec\ud504 \uae30\ubc18\uc758 \uc815\ub82c \uc54c\uace0\ub9ac\uc998\uc744 \ub3c4\uc785\ud558\ub294 \ub4f1 \ub2e4\uc591\ud55c \ubc29\ubc95\uc744 \ubaa8\uc0c9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uae30\uc5c5\uc740 \uc790\uc0ac\uc758 \ube44\uc988\ub2c8\uc2a4 \ud2b9\uc131\uacfc \uc2dc\uc2a4\ud15c \ud658\uacbd\uc5d0 \ub9de\ucd94\uc5b4 \ucd5c\uc801\uc758 \ub3d9\uae30\ud654 \uc804\ub7b5\uc744 \uc120\ud0dd\ud558\uc5ec \uc6b4\uc601 \uc911\uc785\ub2c8\ub2e4.\n <\/p>\n
\n \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654 \uad6c\ud604 \uc804\ub7b5\uc740 \ub2e8\uc21c\ud788 \uae30\uc220\uc801\uc778 \uc120\ud0dd\ub9cc\uc73c\ub85c \uc774\ub8e8\uc5b4\uc9c0\ub294 \uac83\uc774 \uc544\ub2c8\ub77c, \uc804\ubc18\uc801\uc778 \uc2dc\uc2a4\ud15c \uc544\ud0a4\ud14d\ucc98\uc640 \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc640\uc758 \uae34\ubc00\ud55c \uc5f0\uacc4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc11c\ube44\uc2a4 \uc124\uacc4 \ucd08\uae30 \ub2e8\uacc4\ubd80\ud130 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uc804\ub7b5\uc744 \ud3ec\ud568\ud55c \uc544\ud0a4\ud14d\ucc98 \uc124\uacc4\uac00 \ud544\uc218\uc801\uc774\uba70, \ud5a5\ud6c4 \uc2dc\uc2a4\ud15c \uc131\ub2a5 \ucd5c\uc801\ud654 \ubc0f \ud655\uc7a5 \uc2dc\uc5d0\ub3c4 \uafb8\uc900\ud55c \ubaa8\ub2c8\ud130\ub9c1\uacfc \uac1c\uc120\uc774 \uc774\ub8e8\uc5b4\uc838\uc57c \ud569\ub2c8\ub2e4. \uc804\ubb38\uac00\ub4e4\uc740 \uc774\ub7ec\ud55c \ud1b5\ud569\uc801 \uc811\uadfc \ubc29\uc2dd\uc774 \uc7a5\uae30\uc801\uc73c\ub85c \uc2dc\uc2a4\ud15c \uc548\uc815\uc131\uacfc \ube44\uc988\ub2c8\uc2a4 \uc5f0\uc18d\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \ub370 \ud070 \uc5ed\ud560\uc744 \ud55c\ub2e4\uace0 \ud3c9\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \ubcf8 \uc139\uc158\uc5d0\uc11c\ub294 \uad6c\uccb4\uc801\uc778 \uad6c\ud604 \uc0ac\ub840\uc640 \uc2e4\uc804 \uc801\uc6a9 \uc804\ub7b5\uc5d0 \ub300\ud574 \uc804\ubc18\uc801\uc73c\ub85c \uc18c\uac1c\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub3c5\uc790\ub4e4\uc740 MSA \ud658\uacbd\uc5d0\uc11c \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\uac00 \uc5b4\ub5bb\uac8c \ud6a8\uacfc\uc801\uc73c\ub85c \uad6c\ud604\ub420 \uc218 \uc788\ub294\uc9c0, \uadf8\ub9ac\uace0 \uc2e4\uc81c\ub85c \uc801\uc6a9 \uac00\ub2a5\ud55c \ub2e4\uc591\ud55c \uae30\ubc95\uacfc \uccb4\ud06c\ud3ec\uc778\ud2b8\ub4e4\uc744 \uc0c1\uc138\ud788 \uc774\ud574\ud560 \uc218 \uc788\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \ud5a5\ud6c4 \ubcc0\ud654\ud558\ub294 \uae30\uc220 \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc774\ub7ec\ud55c \uc804\ub7b5\ub4e4\uc774 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\uc640 \uac1c\uc120\uc774 \ud544\uc694\ud558\ub2e4\ub294 \uc810\uc744 \uac15\uc870\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.\n <\/p>\n
\n
\n <\/p>\n
\ubbf8\ub798 \uc804\ub9dd \ubc0f \ud601\uc2e0 \ubc29\ubc95: MSA\uc640 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c\uc758 \uc735\ud569<\/h2>\n
\n \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc640 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uae30\uc220\uc740 \uc55e\uc73c\ub85c\uc758 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ubc0f \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c \ud544\uc218\uc801\uc778 \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uc744 \uc804\ub9dd\uc785\ub2c8\ub2e4. \uae30\uc220 \ubc1c\uc804\uacfc \ub354\ubd88\uc5b4 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc778\ud504\ub77c, AI \ubc0f \uba38\uc2e0\ub7ec\ub2dd\uc758 \uc735\ud569 \ub4f1 \uc0c8\ub85c\uc6b4 \ud2b8\ub80c\ub4dc\ub4e4\uc774 \ub4f1\uc7a5\ud558\uba74\uc11c, \uae30\uc874\uc758 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uae30\ubc95\ub3c4 \uc9c0\uc18d\uc801\uc73c\ub85c \ud601\uc2e0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubbf8\ub798\uc758 \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \uc77c\uad00\uc131\uacfc \uc2e4\uc2dc\uac04 \ucc98\ub9ac\ub97c \uc704\ud55c \uae30\uc220\uc774 \uc810\uc810 \ub354 \uc815\uad50\ud574\uc9c8 \uac83\uc73c\ub85c \ubcf4\uc774\uba70, \uc774\ub97c \uc704\ud55c \uc5f0\uad6c\uc640 \uc2e4\ubb34 \uc801\uc6a9 \uc0ac\ub840 \uc5ed\uc2dc \uafb8\uc900\ud788 \uc99d\uac00\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.\n <\/p>\n
\n \uba3c\uc800, \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ud658\uacbd\uc758 \ubc1c\uc804\uc740 MSA\uc640 \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654 \uae30\uc220\uc5d0 \ud070 \ubcc0\ud654\ub97c \ubd88\ub7ec\uc62c \uc8fc\uc694 \uc694\uc778\uc785\ub2c8\ub2e4. \ucee8\ud14c\uc774\ub108 \uae30\ubc18\uc758 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub294 \uc190\uc27d\uac8c \ubc30\ud3ec \ubc0f \uad00\ub9ac\ud560 \uc218 \uc788\uc73c\uba70, \uc11c\ubc84\ub9ac\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc640 \uacb0\ud569\ud558\uc5ec \ube44\uc6a9 \ud6a8\uc728\uc131\uacfc \ud655\uc7a5\uc131\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud658\uacbd\uc5d0\uc11c\ub294 \uae30\uc874\uc758 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \ubc29\uc2dd\ubcf4\ub2e4 \ub354\uc6b1 \uc2e0\uc18d\ud558\uace0 \uc548\uc815\uc801\uc778 \uc774\ubca4\ud2b8 \ucc98\ub9ac \uba54\ucee4\ub2c8\uc998\ub4e4\uc774 \ub4f1\uc7a5\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\uc640 \uc77c\uad00\uc131 \uc720\uc9c0\uc5d0 \ud601\uc2e0\uc801\uc778 \uae30\uc5ec\ub97c \ud560 \uac83\uc785\ub2c8\ub2e4.\n <\/p>\n
\n AI \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc758 \ubc1c\uc804 \uc5ed\uc2dc \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\uc640 \uacb0\ud569\ub420 \ub54c \ub354\uc6b1 \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub370\uc774\ud130 \uc774\uc0c1 \uac10\uc9c0 \uc2dc\uc2a4\ud15c\uc774\ub098 \uc608\uce21\uc801 \uc7a5\uc560 \ub300\uc751 \uc2dc\uc2a4\ud15c\uc740 \ubc29\ub300\ud55c \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd84\uc11d\ud558\uc5ec, \uc774\uc0c1 \uc9d5\ud6c4\ub97c \ube60\ub974\uac8c \uac10\uc9c0\ud558\uace0 \uc790\ub3d9\uc73c\ub85c \ubcf5\uad6c \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc740 \ud55c\uce35 \ubc1c\uc804\ub41c \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654 \uc2dc\uc2a4\ud15c\uacfc \uacb0\ud569\ub418\uc5b4, \uc790\uac00 \uce58\uc720(self-healing) \uae30\ub2a5\uc744 \uac16\ucd98 \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ud604\ud558\ub294\ub370 \ud06c\uac8c \uae30\uc5ec\ud560 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.\n <\/p>\n
\n \ud5a5\ud6c4 MSA \uc2dc\uc2a4\ud15c \uc124\uacc4 \uc2dc \uace0\ub824\ud574\uc57c \ud560 \uc911\uc694\ud55c \uc694\uc18c\ub294 \ubc14\ub85c ‘\ub370\uc774\ud130 \uc77c\uad00\uc131(consistency)’\uacfc ‘\uc2dc\uc2a4\ud15c \ubcf5\uc6d0\ub825(resiliency)’\uc785\ub2c8\ub2e4. \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc774 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uc2e4\ud328\uc5d0 \ub530\ub978 \uacbd\uc81c\uc801 \uc190\uc2e4\uc744 \ubc29\uc9c0\ud558\uae30 \uc704\ud574, \ub2e4\uc911 \ub370\uc774\ud130 \uc13c\ud130 \uac04 \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654 \uccb4\uacc4\ub97c \uad6c\ucd95\ud558\ub294 \uc0ac\ub840\uac00 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ub178\ub4dc \uac04 \ud1b5\uc2e0\uc758 \uc2e0\ub8b0\uc131\uc744 \uac15\ud654\ud558\uace0 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ube60\ub974\uac8c \ub300\ucc98\ud560 \uc218 \uc788\ub294 \uc790\ub3d9\ud654\ub41c \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc7ac\ucc98\ub9ac \uc2dc\uc2a4\ud15c\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.\n <\/p>\n
\n \ud601\uc2e0 \ubc29\ubc95\uc758 \ud55c \uc608\ub85c, \ucd5c\uadfc \uc120\ub3c4 \uae30\uc5c5\ub4e4\uc740 \uc774\ubca4\ud2b8 \uc18c\uc2f1(event sourcing)\uacfc CQRS \ud328\ud134\uc744 \ub354\uc6b1 \uace0\ub3c4\ud654\ud55c \uc194\ub8e8\uc158\uc744 \ub3c4\uc785\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4 \uc194\ub8e8\uc158\uc740 \ub370\uc774\ud130\uac00 \ubcc0\uacbd\ub420 \ub54c\ub9c8\ub2e4 \uc774\ubca4\ud2b8 \ub85c\uadf8\ub97c \uc0dd\uc131\ud558\uc5ec, \uc774 \ub85c\uadf8\ub97c \uae30\ubc18\uc73c\ub85c \uc2dc\uc2a4\ud15c \uc804\uccb4\uc758 \uc0c1\ud0dc\ub97c \uc7ac\uad6c\uc131\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ubcf5\uc6d0\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c, \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc11c\ube44\uc2a4 \uba54\uc2dc\ub97c \ud65c\uc6a9\ud55c \ub124\ud2b8\uc6cc\ud06c \ucd5c\uc801\ud654 \uae30\ubc95\uacfc, \ubd84\uc0b0 \uce90\uc2f1 \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud55c \ub370\uc774\ud130 \uc811\uadfc \uc18d\ub3c4 \ud5a5\uc0c1 \ub4f1\uc758 \uae30\uc220\uc774 \ud568\uaed8 \uc811\ubaa9\ub418\uba74\uc11c, \ubbf8\ub798\uc758 \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc740 \ub192\uc740 \ud655\uc7a5\uc131\uacfc \uc548\uc815\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ub2ec\uc131\ud560 \uc218 \uc788\uc744 \uac83\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4.\n <\/p>\n
\n \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ud658\uacbd\uc5d0\uc11c\uc758 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\ub294 \ub2e8\uc21c\ud55c \uae30\uc220\uc801 \uc694\uad6c\ub97c \ub118\uc5b4\uc11c, \uc2dc\uc2a4\ud15c\uc758 \uc804\ubc18\uc801\uc778 \ud601\uc2e0\uacfc \uc6b4\uc601 \uc804\ub7b5\uc5d0 \uc788\uc5b4 \uc911\uc694\ud55c \uc704\uce58\ub97c \ucc28\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \uc55e\uc73c\ub85c\uc758 \ubc1c\uc804 \ubc29\ud5a5\uc740 \ub2e8\uc21c\ud55c \uae30\uc220 \uc801\uc6a9\uc744 \ub118\uc5b4\uc11c, \uc804\uccb4 \uc544\ud0a4\ud14d\ucc98 \uc7ac\uc124\uacc4\uc640 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378 \ud601\uc2e0\uc73c\ub85c\uae4c\uc9c0 \ud655\uc0b0\ub420 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4. \ub610\ud55c, API \uac8c\uc774\ud2b8\uc6e8\uc774, \uc11c\ube44\uc2a4 \uba54\uc2dc, \uadf8\ub9ac\uace0 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9ac\ubc0d \ud50c\ub7ab\ud3fc \uac04\uc758 \ud1b5\ud569 \uc6b4\uc601 \ud658\uacbd\uc774 \ubc1c\uc804\ud558\uba74\uc11c, \ub354\uc6b1 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \ub3d9\uae30\ud654 \ubb38\uc81c\ub4e4\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \ud574\uacb0\ud560 \uc218 \uc788\ub294 \uccb4\uacc4\uc801\uc778 \uc2dc\uc2a4\ud15c \uad6c\ucd95\uc774 \uc694\uad6c\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \ubbf8\ub798 \uc804\ub9dd \uce21\uba74\uc5d0\uc11c \uc8fc\ubaa9\ud560 \ub9cc\ud55c \uc810\uc740, \uc624\ud508 \uc18c\uc2a4 \ucee4\ubba4\ub2c8\ud2f0\uc640 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4\ub4e4\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654 \uae30\uc220\uc744 \uac1c\uc120\ud558\uace0 \uc788\ub2e4\ub294 \uc0ac\uc2e4\uc785\ub2c8\ub2e4. \uc774\ub4e4 \uc0dd\ud0dc\uacc4\ub294 \ud601\uc2e0\uc801\uc778 \uae30\uc220\uc744 \ube60\ub974\uac8c \ub3c4\uc785\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\uba70, \ub2e4\uc591\ud55c \uc0ac\uc6a9 \uc0ac\ub840\uc640 \uc131\uacf5 \uc2a4\ud1a0\ub9ac\ub97c \uacf5\uc720\ud568\uc73c\ub85c\uc368 \uae30\uc220 \ubc1c\uc804\uc744 \ucd09\uc9c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc758 \ubcf5\uc7a1\uc131 \uc99d\uac00\uc5d0 \ub530\ub978 \ubcf4\uc548, \ubaa8\ub2c8\ud130\ub9c1, \ubc0f \uc7a5\uc560 \ub300\uc751 \uae30\ub2a5\ub4e4\ub3c4 \ud568\uaed8 \uac15\ud654\ub418\uace0 \uc788\uc5b4, \uc804\ubc18\uc801\uc778 \uc2dc\uc2a4\ud15c \ud488\uc9c8\uacfc \uc6b4\uc601 \uc548\uc815\uc131\uc740 \uafb8\uc900\ud788 \ud5a5\uc0c1\ub420 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.\n <\/p>\n
\n \uc774\ub7ec\ud55c \uae30\uc220 \ubc1c\uc804\uacfc \ud568\uaed8, \uae30\uc874\uc758 \ubaa8\ub180\ub9ac\uc2dd \uc2dc\uc2a4\ud15c\uc5d0\uc11c MSA\ub85c\uc758 \uc804\ud658\uc774 \uac00\uc18d\ud654\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\uc758 \uc911\uc694\uc131\uc744 \ub354\uc6b1 \ubd80\uac01\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uc790\ub3d9\ud654\ub41c \ubc30\ud3ec \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c, \uadf8\ub9ac\uace0 \uc778\uacf5\uc9c0\ub2a5 \uae30\ubc18\uc758 \uc608\uce21 \ubd84\uc11d\uc774 \uacb0\ud569\ub41c \ubbf8\ub798\uc758 \uc2dc\uc2a4\ud15c\ub4e4\uc740, \uc0ac\uc6a9\uc790\uc758 \uc694\uad6c\uc5d0 \ub9de\ucdb0 \uc2e4\uc2dc\uac04\uc73c\ub85c \ubcc0\ud654\ud558\ub294 \ub370\uc774\ud130\ub97c \uc548\uc815\uc801\uc73c\ub85c \ub3d9\uae30\ud654\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc2dc\uc2a4\ud15c \uc7a5\uc560\ub97c \uc0ac\uc804\uc5d0 \uac10\uc9c0\ud558\uace0 \ub300\uc751\ud560 \uc218 \uc788\ub294 \uc790\uc728\ud615 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ubc1c\uc804\ud560 \uc804\ub9dd\uc785\ub2c8\ub2e4.\n <\/p>\n
\n \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ubbf8\ub798 \uc9c0\ud5a5\uc801\uc778 \uc2dc\uac01\uc5d0\uc11c MSA\uc640 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uae30\uc220\uc758 \uc735\ud569\uc774 \uac00\uc838\uc62c \ud601\uc2e0\uc801 \ubcc0\ud654\ub97c \uc870\ub9dd\ud558\uc600\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \uc774\ub7ec\ud55c \uae30\uc220\uc744 \ubc14\ud0d5\uc73c\ub85c \uae30\uc874\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uace0, \uace0\uac1d \uc911\uc2ec\uc758 \uc11c\ube44\uc2a4 \uc81c\uacf5 \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc5f0\uc18d\uc131\uc744 \uadf9\ub300\ud654\ud558\uae30 \uc704\ud55c \ub2e4\uc591\ud55c \uc804\ub7b5\uc744 \ubaa8\uc0c9\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uc138\uacc4\uc5d0\uc11c\uc758 \uc801\uc6a9 \uc0ac\ub840\uc640 \uc5f0\uad6c \uacb0\uacfc\ub4e4\uc744 \ud1a0\ub300\ub85c, \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654 \uae30\uc220\uc740 \uc55e\uc73c\ub85c\ub3c4 MSA \ud658\uacbd\uc758 \uc911\ucd94\uc801 \uc5ed\ud560\uc744 \uacc4\uc18d \uc218\ud589\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.\n <\/p>\n
\n \uc885\ud569\ud558\uc790\uba74, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\ub97c \uc911\uc2ec\uc73c\ub85c \ud55c MSA \ud601\uc2e0\uc740 \ub2e8\uc21c\ud55c \uae30\uc220 \ub3c4\uc785\uc744 \ub118\uc5b4, \uc804\uccb4 IT \uc778\ud504\ub77c\uc640 \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc758 \uadfc\ubcf8\uc801\uc778 \ubcc0\ud654\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc624\ub298\ub0a0\uc758 \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \ub514\uc9c0\ud138 \ud658\uacbd\uc5d0\uc11c, \uac01 \uae30\uc5c5\uc774 \ub370\uc774\ud130 \uc77c\uad00\uc131\uacfc \uc2e0\ub8b0\uc131\uc744 \ud655\ubcf4\ud558\uae30 \uc704\ud574 \uc120\ud0dd\ud558\ub294 \uae30\uc220 \uc804\ub7b5\uc740 \ubbf8\ub798 \uacbd\uc7c1\ub825\uc758 \uc911\uc694\ud55c \uae30\uc900\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c, \uc55e\uc73c\ub85c\uc758 \uae30\uc220 \ubc1c\uc804 \ubc0f \uc0b0\uc5c5 \ud45c\uc900\uc758 \ubcc0\ud654\uc5d0 \uc8fc\ubaa9\ud558\uba70, \uc9c0\uc18d\uc801\uc73c\ub85c \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\uc640 \uad00\ub828\ub41c \uc5f0\uad6c \ubc0f \uc2e4\ubb34 \uc801\uc6a9\uc744 \ud655\ub300\ud574 \ub098\uac00\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.\n <\/p>\n
\n \uc694\uc57d\ud558\uba74, MSA \ud601\uc2e0\uacfc \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uae30\uc220\uc758 \uc735\ud569, \uadf8\ub9ac\uace0 AI \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\uc758 \ub3c4\uc785\uc740 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uc2dc\uc2a4\ud15c\uc758 \ubbf8\ub798\ub97c \ubc1d\uac8c \ud574 \uc904 \ud575\uc2ec \uc694\uc18c\ub85c \uc791\uc6a9\ud560 \uac83\uc785\ub2c8\ub2e4. \ub3c5\uc790 \uc5ec\ub7ec\ubd84\uaed8\uc11c\ub294 \uc55e\uc73c\ub85c \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc774 \uac00\uc838\uc62c \uc0c8\ub85c\uc6b4 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\uacfc \uc6b4\uc601 \ubc29\uc2dd\uc744 \uba74\ubc00\ud788 \ubd84\uc11d\ud558\uace0, \uc790\uc2e0\uc758 \uc2dc\uc2a4\ud15c\uc5d0 \uc5b4\ub5bb\uac8c \ud1b5\ud569\ud560\uc9c0\uc5d0 \ub300\ud574 \uc2e0\uc911\ud558\uac8c \uace0\ubbfc\ud574 \ubcf4\uc544\uc57c \ud569\ub2c8\ub2e4.\n <\/p>\n
\n \ubcf8 \uae00 \uc804\uccb4\ub97c \ud1b5\ud574 \uc6b0\ub9ac\ub294 MSA \ud658\uacbd\uc5d0\uc11c \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\uac00 \ub2e8\uc21c\ud55c \uae30\uc220\uc801 \uc694\uac74\uc774 \uc544\ub2cc, \uc131\uc7a5\ud558\ub294 \ub514\uc9c0\ud138 \uacbd\uc81c\uc5d0\uc11c \ud575\uc2ec \uacbd\uc7c1\ub825\uc744 \uc88c\uc6b0\ud558\ub294 \uc804\ub7b5\uc801 \uc694\uc18c\uc784\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc810\uc744 \ud1a0\ub300\ub85c, \uae30\uc5c5\uacfc \uac1c\ubc1c\uc790 \ubaa8\ub450\uac00 \ubbf8\ub798 \uae30\uc220 \ub3d9\ud5a5\uc5d0 \ubc1c\ub9de\ucdb0 \uc9c0\uc18d\uc801\uc778 \ud601\uc2e0\uacfc \uac1c\uc120\uc744 \ucd94\uad6c\ud560 \ud544\uc694\uac00 \uc788\uc73c\uba70, \uac01 \uc0ac\ub840 \uc5f0\uad6c\uc640 \uc2e4\uc804 \uc801\uc6a9 \uc804\ub7b5\uc740 \uadf8 \ubc29\ud5a5\uc131\uc744 \uc81c\uc2dc\ud574 \uc904 \uac83\uc785\ub2c8\ub2e4.\n <\/p>\n
\n
\n <\/p>\n
\uac15\ub825\ud55c \uc694\uc57d<\/h2>\n
\n \ubcf8 \ube14\ub85c\uadf8 \uac8c\uc2dc\uae00\uc5d0\uc11c\ub294 “\uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\ub85c \uc77c\uad00\uc131\uc744 \uc720\uc9c0\ud558\ub294 MSA \ud601\uc2e0 \ubc29\ubc95”\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\ub294 \ubd84\uc11d\uacfc \uad6c\uccb4\uc801\uc778 \uc0ac\ub840 \uc5f0\uad6c, \uadf8\ub9ac\uace0 \uae30\uc220 \uc801\uc6a9 \uc804\ub7b5\uc744 \ud3ec\uad04\uc801\uc73c\ub85c \ub2e4\ub8e8\uc5c8\uc2b5\ub2c8\ub2e4. \uccab \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 MSA \ud658\uacbd\uc758 \ub3c4\uc785 \ubc30\uacbd\uacfc \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\uc758 \ud544\uc694\uc131\uc744 \ub17c\uc758\ud568\uc73c\ub85c\uc368, \ubcc0\ud654\ud558\ub294 \ub514\uc9c0\ud138 \ud658\uacbd\uc5d0\uc11c \ub370\uc774\ud130 \uc77c\uad00\uc131 \uc720\uc9c0\uc758 \uc911\uc694\uc131\uc744 \uac15\uc870\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\uc5b4\uc9c0\ub294 \ub450 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \uc774\ubca4\ud2b8 \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98, \uba54\uc2dc\uc9c0 \ube0c\ub85c\ucee4, \ub370\uc774\ud130 \ubcf5\uc81c \uae30\uc220 \ub4f1\uc758 \ud575\uc2ec \uc6d0\ub9ac\uc640 \uac01 \uae30\uc220 \uc694\uc18c\ub4e4\uc744 \uc790\uc138\ud788 \uc124\uba85\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc138 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \uc2e4\uc81c \uad6c\ud604 \uc0ac\ub840\uc640 \ucf54\ub4dc \uc608\uc81c\ub97c \ud1b5\ud574 MSA \ud658\uacbd\uc5d0\uc11c \uc2e4\uc2dc\uac04 \ub3d9\uae30\ud654\uac00 \uc5b4\ub5bb\uac8c \uad6c\uccb4\uc801\uc73c\ub85c \uc791\ub3d9\ud558\ub294\uc9c0, \uadf8\ub9ac\uace0 \uc774\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc801\uc6a9\ud558\uae30 \uc704\ud55c \uc2e4\uc804 \uc804\ub7b5\ub4e4\uc744 \uc81c\uc2dc\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ubbf8\ub798 \uc804\ub9dd \ubc0f \ud601\uc2e0 \ubc29\ubc95 \uc139\uc158\uc5d0\uc11c\ub294 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c, AI, \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uacfc\uc758 \uc735\ud569\uc744 \ud1b5\ud55c \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uae30\uc220\uc758 \ubc1c\uc804 \ubc29\ud5a5\uacfc \uadf8\uc5d0 \ub530\ub978 \uc0b0\uc5c5 \ubcc0\ud654 \ubc0f \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378 \ud601\uc2e0 \uac00\ub2a5\uc131\uc744 \uc804\ub9dd\ud558\uc600\uc2b5\ub2c8\ub2e4.\n <\/p>\n
\n \uacb0\uad6d, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\ub294 MSA \ub0b4 \uac01 \uc11c\ube44\uc2a4\uc758 \ub3c5\ub9bd\uc131\uacfc \uc77c\uad00\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ud655\ubcf4\ud560 \uc218 \uc788\uac8c \ud558\ub294 \ud575\uc2ec \uae30\uc220\ub85c, \ud5a5\ud6c4 \uae30\uc220 \ubcc0\ud654\uc640 \uc0b0\uc5c5 \uc0dd\ud0dc\uacc4 \uc804\ubc18\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce60 \uac83\uc785\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \uc774\ub97c \ud1b5\ud574 \ube44\uc988\ub2c8\uc2a4 \uacbd\uc7c1\ub825\uc744 \uac15\ub825\ud558\uac8c \uac15\ud654\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \uc704\ud574 \uccb4\uacc4\uc801\uc778 \uc544\ud0a4\ud14d\ucc98 \uc124\uacc4\uc640 \uc9c0\uc18d\uc801\uc778 \uae30\uc220 \uac1c\uc120\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc624\ub298\ub0a0\uc758 \ub514\uc9c0\ud138 \ud2b8\ub79c\uc2a4\ud3ec\uba54\uc774\uc158 \uc2dc\ub300\uc5d0\uc11c, \ubcf8 \uae00\uc774 \uc81c\uc2dc\ud55c \uc804\ub7b5\uacfc \uc0ac\ub840 \uc5f0\uad6c\ub294 \ub3c5\uc790 \uc5ec\ub7ec\ubd84\uc774 \ubbf8\ub798 \uc2dc\uc2a4\ud15c \uc124\uacc4 \ubc0f \uc6b4\uc601\uc5d0 \uc788\uc5b4 \uc720\uc6a9\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud560 \uac83\uc774\ub77c \ud655\uc2e0\ud569\ub2c8\ub2e4.\n <\/p>\n
\n \uc774\uc640 \uac19\uc774, MSA\uc640 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654 \uae30\uc220\uc758 \uc735\ud569\uc740 \ub2e8\uc21c\ud788 \uae30\uc220 \ud601\uc2e0\uc744 \ub118\uc5b4, \uc804\ubc18\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\uacfc \uc11c\ube44\uc2a4 \uc6b4\uc601 \uc804\ub7b5\uc758 \uadfc\ubcf8\uc801\uc778 \ubcc0\ud654\ub97c \uc774\ub04c\uc5b4\ub0bc \uac83\uc785\ub2c8\ub2e4. \ubcf8 \uac8c\uc2dc\uae00\uc774 \uc5ec\ub7ec\ubd84\uc758 \uae30\uc220\uc801 \uc774\ud574\uc640 \uc804\ub7b5 \uc218\ub9bd\uc5d0 \ub3c4\uc6c0\uc774 \ub418\uae38 \ubc14\ub77c\uba70, \uc55e\uc73c\ub85c\ub3c4 \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\uc640 \ud601\uc2e0\uc744 \ud1b5\ud574 \ubcc0\ud654\ud558\ub294 IT \ud658\uacbd\uc5d0 \ub9de\ucd98 \ucd5c\uc801\uc758 \uc194\ub8e8\uc158\uc744 \uac1c\ubc1c\ud574 \ub098\uac00\uc2dc\uae38 \uae30\uc6d0\ud569\ub2c8\ub2e4.\n <\/p>\n","protected":false},"excerpt":{"rendered":"
\uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ub3d9\uae30\ud654\ub85c MSA \ud658\uacbd\uc5d0\uc11c \uc77c\uad00\uc131\uc744 \ud655\uc2e4\ud788 \ud655\ubcf4\ud558\ub294 \ud601\uc2e0\uc801 \ubc29\ubc95\uc744 \ud1b5\ud574 \uc548\uc815\uc131\uacfc \ube60\ub978 \uc751\ub2f5\uc744 \uacbd\ud5d8\ud574 \ubcf4\uc138\uc694.<\/p>\n","protected":false},"author":1,"featured_media":55998,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1957],"tags":[2049,2109,2086],"class_list":["post-55994","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-development","tag-architecture","tag-consistency","tag-microservices"],"acf":[],"_links":{"self":[{"href":"https:\/\/hnu4c.shop\/blog\/wp-json\/wp\/v2\/posts\/55994","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hnu4c.shop\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hnu4c.shop\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hnu4c.shop\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hnu4c.shop\/blog\/wp-json\/wp\/v2\/comments?post=55994"}],"version-history":[{"count":1,"href":"https:\/\/hnu4c.shop\/blog\/wp-json\/wp\/v2\/posts\/55994\/revisions"}],"predecessor-version":[{"id":55997,"href":"https:\/\/hnu4c.shop\/blog\/wp-json\/wp\/v2\/posts\/55994\/revisions\/55997"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hnu4c.shop\/blog\/wp-json\/wp\/v2\/media\/55998"}],"wp:attachment":[{"href":"https:\/\/hnu4c.shop\/blog\/wp-json\/wp\/v2\/media?parent=55994"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hnu4c.shop\/blog\/wp-json\/wp\/v2\/categories?post=55994"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hnu4c.shop\/blog\/wp-json\/wp\/v2\/tags?post=55994"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}