\uae30\uc220\uc801 \ud1b5\ucc30\uacfc \uc131\uacf5 \uc0ac\ub840\ub85c \ud480\uc5b4\ubcf4\ub294 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc124\uacc4 \ucca0\ud559<\/title><\/p>\n<h1 id=\"%ea%b8%b0%ec%88%a0%ec%a0%81-%ed%86%b5%ec%b0%b0%ea%b3%bc-%ec%84%b1%ea%b3%b5-%ec%82%ac%eb%a1%80%eb%a1%9c-%ed%92%80%ec%96%b4%eb%b3%b4%eb%8a%94-%eb%a7%88%ec%9d%b4%ed%81%ac%eb%a1%9c%ec%84%9c%eb%b9%84-HKLvydallj\">\uae30\uc220\uc801 \ud1b5\ucc30\uacfc \uc131\uacf5 \uc0ac\ub840\ub85c \ud480\uc5b4\ubcf4\ub294 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc124\uacc4 \ucca0\ud559<\/h1>\n\ud604\ub300 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc544\ud0a4\ud14d\ucc98\uac00 \uc9c0\ud5a5\ud558\ub294 \ud575\uc2ec \uac00\uce58 \uc911 \ud558\ub098\ub294 \ub2e8\uc77c \ubaa8\ub180\ub9ac\uc2dd(monolithic) \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uace0, \uac01\uac01\uc758 \ube44\uc988\ub2c8\uc2a4 \ub3c4\uba54\uc778\uc5d0 \ucd5c\uc801\ud654\ub41c \ub3c5\ub9bd\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uad6c\ucd95\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98(Microservices Architecture)\ub294 \uc124\uacc4 \ucca0\ud559\ubfd0 \uc544\ub2c8\ub77c \uae30\uc220\uc801 \ud1b5\ucc30, \ub3c4\uad6c, \uadf8\ub9ac\uace0 \uc2e4\uc81c \uc131\uacf5 \uc0ac\ub840\ub97c \ud1b5\ud574 \ub9ce\uc740 \uae30\uc5c5\uacfc \uac1c\ubc1c\uc790\ub4e4 \uc0ac\uc774\uc5d0\uc11c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \uadfc\ubcf8 \uac1c\ub150\ubd80\ud130 \uc2e4\uc81c \uc124\uacc4 \ud328\ud134, \uc131\uacf5 \uc0ac\ub840 \uadf8\ub9ac\uace0 \ubbf8\ub798 \uc804\ub9dd\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc2ec\ub3c4 \uc788\ub294 \ubd84\uc11d\uacfc \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud1b5\ud574 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc124\uacc4 \ucca0\ud559\uc758 \uc804\ubc18\uc801\uc778 \uc774\ud574\ub97c \ub3c4\ubaa8\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n\uc774 \uae00\uc740 \ud06c\uac8c \ub124 \uac1c\uc758 \uc8fc\uc694 \uc139\uc158\uc73c\ub85c \uad6c\ubd84\ub418\uc5b4 \uc788\uc73c\uba70, \uac01 \uc139\uc158\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc758 \ub2e4\uc591\ud55c \uce21\uba74\uc744 \uc2ec\uce35\uc801\uc73c\ub85c \ubd84\uc11d\ud569\ub2c8\ub2e4. \uccab \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \uae30\ubcf8 \ucca0\ud559\uacfc \uc124\uacc4 \uc6d0\uce59\uc5d0 \ub300\ud574 \uc124\uba85\ud558\uba70, \ub450 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \uc2e4\uc81c \uc131\uacf5 \uc0ac\ub840\uc640 \ube44\uc988\ub2c8\uc2a4 \uc801\uc6a9 \ubaa8\ub378\uc5d0 \ub300\ud574 \ub2e4\ub8f9\ub2c8\ub2e4. \uc138 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc124\uacc4\uc640 \uad6c\ud604\uc5d0 \ud544\uc694\ud55c \ud575\uc2ec \uae30\uc220, \ud328\ud134, \uadf8\ub9ac\uace0 \ucf54\ub4dc \uc608\uc81c\ub97c \uc81c\uc2dc\ud558\uba70, \ub9c8\uc9c0\ub9c9 \uc139\uc158\uc5d0\uc11c\ub294 \ubbf8\ub798 \uae30\uc220 \ud2b8\ub80c\ub4dc \ubc0f \ud655\uc7a5 \uac00\ub2a5\uc131, \uadf8\ub9ac\uace0 \uacb0\ub860\uc801\uc73c\ub85c \uc694\uc57d\ub418\ub294 \ud575\uc2ec \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n\ucd5c\uadfc \uba87 \ub144 \uc0ac\uc774 IT \uc0b0\uc5c5\uc740 \ube60\ub978 \uae30\uc220 \ubcc0\ud654\uc640 \ud568\uaed8 \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c\uc0ac\ud56d\ub3c4 \uae09\ubcc0\ud568\uc5d0 \ub530\ub77c, \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc544\ud0a4\ud14d\ucc98\uac00 \ud544\uc218 \uc694\uc18c\ub85c \uc790\ub9ac\uc7a1\uc558\uc2b5\ub2c8\ub2e4. \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub294 \uc774\ub97c \uad6c\ud604\ud558\uae30 \uc704\ud55c \ud558\ub098\uc758 \ubc29\ubc95\ub860\uc73c\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uace0 \uc788\uc73c\uba70, \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ud6a8\uacfc\uc801\uc778 \uc131\uacfc\ub97c \ub0b4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc740 \uc774\ub7ec\ud55c \uc131\uacf5 \uc0ac\ub840\uc758 \ubd84\uc11d\uacfc \uc774\ub97c \uac00\ub2a5\ud558\uac8c \ud55c \uae30\uc220\uc801 \ud1b5\ucc30\uc744 \ud3ed\ub113\uac8c \ub2e4\ub8e8\uba74\uc11c, \uac1c\ubc1c\uc790\uc640 IT \uacbd\uc601\uc9c4 \ubaa8\ub450\uc5d0\uac8c \uc2e4\uc9c8\uc801\uc778 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\ub3c4\ub85d \uad6c\uc131\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\uc804\ud1b5\uc801\uc778 \uc544\ud0a4\ud14d\ucc98\uc640\ub294 \ub2ec\ub9ac, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub294 \uac01 \uc11c\ube44\uc2a4\uc640 \ucef4\ud3ec\ub10c\ud2b8\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubc30\ud3ec, \ud655\uc7a5, \uc720\uc9c0\ubcf4\uc218\ub420 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \uc2dc\uc2a4\ud15c\uc758 \ub192\uc740 \ubcf5\uc7a1\ub3c4\uc640 \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8\uac00 \uc694\uad6c\ub418\ub294 \ud658\uacbd\uc5d0\uc11c \ub354\uc6b1 \uc720\uc5f0\ud558\uac8c \ub300\ucc98\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4. \ub610\ud55c, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub97c \ud1b5\ud574 \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc758 \uc774\uc810\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \ud2b9\uc815 \uc11c\ube44\uc2a4\uc5d0 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud558\ub354\ub77c\ub3c4 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ub514\uc9c0\ud138 \ud2b8\ub79c\uc2a4\ud3ec\uba54\uc774\uc158\uc774 \uac00\uc18d\ud654\ub418\uba74\uc11c, \uae30\uc874 \ubaa8\ub180\ub9ac\uc2dd \ubc29\uc2dd\uc740 \ub354 \uc774\uc0c1 \ubcc0\ud654\ud558\ub294 \uc2dc\uc7a5 \ud658\uacbd\uacfc \uace0\uac1d \uc694\uad6c\uc0ac\ud56d\uc744 \ucda9\uc871\uc2dc\ud0a4\uae30\uc5d0 \ud55c\uacc4\uac00 \uc788\uc74c\uc744 \uc778\uc2dd\ud558\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \ub9ce\uc740 \ub300\uae30\uc5c5\uacfc \uc2a4\ud0c0\ud2b8\uc5c5\ub4e4\uc774 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ub3c4\uc785\uc744 \ud1b5\ud574 \uac00\ubcc0\uc131\uacfc \ud655\uc7a5\uc131, \uadf8\ub9ac\uace0 \ube60\ub978 \ubc30\ud3ec\ub97c \uad6c\ud604\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ud658\uacbd\uacfc \ucee8\ud14c\uc774\ub108 \uae30\uc220\uc758 \ubc1c\uc804\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \uc6b4\uc601\uacfc \uad00\ub9ac\ub97c \ub354\uc6b1 \ud6a8\uc728\uc801\uc73c\ub85c \ub9cc\ub4e4\uc5b4 \uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ubcf8 \uae00\uc740 \ub2e8\uc21c\ud788 \uae30\uc220\uc801\uc778 \uc124\uba85\uc5d0 \uadf8\uce58\uc9c0 \uc54a\uace0, \uc2e4\uc81c \uc0ac\ub840 \uc5f0\uad6c\uc640 \ud1b5\uacc4, \uadf8\ub9ac\uace0 \uc815\ub7c9\uc801 \ubd84\uc11d\uc744 \ud1b5\ud574 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc758 \uc9c4\uc815\ud55c \ud6a8\uacfc\uc640 \uc131\uacf5 \ud3ec\uc778\ud2b8\ub97c \uc18c\uac1c\ud569\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc2ec\ud654\ub41c \ubd84\uc11d\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ub3c4\uc785\uc744 \uace0\ub824\ud558\ub294 \uae30\uc5c5\ub4e4\uc5d0\uac8c \uc2e4\uc9c8\uc801\uc774\uace0 \uad6c\uccb4\uc801\uc778 \uac00\uc774\ub4dc\ub77c\uc778\uc744 \uc81c\uacf5\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\ub610\ud55c, \uac01 \uc139\uc158\uc5d0\uc11c\ub294 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ub3c4\uc785 \uc2dc \uace0\ub824\ud574\uc57c \ud560 \uc124\uacc4 \ud328\ud134, \ub370\uc774\ud130 \ucc98\ub9ac \ubc29\uc2dd, \uc11c\ube44\uc2a4 \uac04 \uc0c1\ud638\uc791\uc6a9 \ubc0f \ubd84\uc0b0 \ud2b8\ub79c\uc7ad\uc158 \uad00\ub9ac \ub4f1 \ub2e4\uc591\ud55c \uc8fc\uc81c\ub97c \ub2e4\ub8e8\uba70, \uc774\ub97c \ud1b5\ud574 \uc2e4\ubb34\uc5d0\uc11c \ub9c8\uc8fc\uce60 \uc218 \uc788\ub294 \ubb38\uc81c\ub4e4\uc744 \uc5b4\ub5bb\uac8c \ud574\uacb0\ud560 \uc218 \uc788\ub294\uc9c0\uc5d0 \ub300\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n\uc774 \uae00\uc744 \ud1b5\ud574 \ub3c5\uc790\ub4e4\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc124\uacc4 \ucca0\ud559\uc758 \uc6d0\ub9ac\uc640 \uc804\ub7b5\uc744 \uc2ec\ub3c4 \uc788\uac8c \uc774\ud574\ud558\uace0, \ud5a5\ud6c4 \ub514\uc9c0\ud138 \ud601\uc2e0\uc744 \ucd94\uc9c4\ud558\ub294 \ub370 \uc788\uc5b4 \ud575\uc2ec\uc801\uc778 \ucc38\uace0 \uc790\ub8cc\ub85c \ud65c\uc6a9\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h2 id=\"%ec%84%b9%ec%85%98-1-%eb%a7%88%ec%9d%b4%ed%81%ac%eb%a1%9c%ec%84%9c%eb%b9%84%ec%8a%a4%ec%9d%98-%ea%b8%b0%eb%b3%b8-%ec%b2%a0%ed%95%99%ea%b3%bc-%ec%84%a4%ea%b3%84-%ec%9b%90%ec%b9%99-HKLvydallj\">\uc139\uc158 1. \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \uae30\ubcf8 \ucca0\ud559\uacfc \uc124\uacc4 \uc6d0\uce59<\/h2>\n\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub294 \ub2e8\uc77c\uc758 \uac70\ub300\ud55c \uc2dc\uc2a4\ud15c \ub300\uc2e0, \uac1c\ubcc4\uc801\uc778 \uc11c\ube44\uc2a4\ub4e4\uc774 \uc720\uae30\uc801\uc73c\ub85c \uacb0\ud569\ud574 \uc791\ub3d9\ud558\ub294 \uad6c\uc870\ub97c \uc9c0\ud5a5\ud569\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc124\uacc4 \ucca0\ud559\uc740 \uac01 \uc11c\ube44\uc2a4\uc758 \ub3c5\ub9bd\uc131\uacfc \uc790\uc728\uc131\uc744 \ubcf4\uc7a5\ud558\uc5ec, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc720\uc5f0\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \ubcf5\uc7a1\ud55c \ube44\uc988\ub2c8\uc2a4 \ub85c\uc9c1\uacfc \ubd84\uc0b0\ub41c \ub370\uc774\ud130 \ud658\uacbd\uc5d0\uc11c \ub9e4\uc6b0 \uc720\ub9ac\ud558\uac8c \uc791\uc6a9\ud558\uba70, \uac1c\ubc1c\uc790\ub4e4\uc774 \uac01 \ub3c4\uba54\uc778\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uac8c \ud558\ub294 \uc7a5\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\ucd08\uae30\uc758 \ubaa8\ub180\ub9ac\uc2dd \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c\ub294 \ubaa8\ub4e0 \uae30\ub2a5\uc774 \ud558\ub098\uc758 \ucf54\ub4dc \ubca0\uc774\uc2a4\uc5d0 \ud3ec\ud568\ub418\uc5b4 \uc788\uc5c8\uc73c\ub098, \uc774\ub294 \uaddc\ubaa8\uac00 \ucee4\uc9d0\uc5d0 \ub530\ub77c \uad00\ub9ac\uc640 \uc720\uc9c0\ubcf4\uc218\uc758 \uc5b4\ub824\uc6c0\uc744 \ucd08\ub798\ud588\uc2b5\ub2c8\ub2e4. \ubc18\uba74, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub294 \ub3c4\uba54\uc778 \uc8fc\ub3c4 \uc124\uacc4(DDD: Domain-Driven Design) \uc6d0\uce59\uc744 \uc801\uc6a9\ud558\uc5ec, \uc11c\ube44\uc2a4 \ubcc4\ub85c \ubd84\ub9ac\ub41c \ucc45\uc784 \uc601\uc5ed\uc744 \uc815\uc758\ud558\uace0, \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \uacb0\ud569\ub3c4\ub97c \ub0ae\ucda5\ub2c8\ub2e4. \uc774\ub807\uac8c \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ub3d9\uc791\ud568\uc73c\ub85c\uc368, \ubc30\ud3ec \uc8fc\uae30\ub098 \uae30\uc220 \uc120\ud0dd\uc5d0 \uc788\uc5b4 \uc720\uc5f0\uc131\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ub610\ud55c, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub294 DevOps \ubb38\ud654\uc640 \uc9c0\uc18d\uc801 \ud1b5\ud569\/\uc9c0\uc18d\uc801 \ubc30\ud3ec(CI\/CD)\uc758 \ubc1c\uc804\uacfc \ub9de\ubb3c\ub824 \ubc1c\uc804\ud574\uc654\uc2b5\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubc30\ud3ec\ub418\uace0 \uc5c5\ub370\uc774\ud2b8\ub420 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc740 \ubb3c\ub860 \uc0ac\uc6a9\uc790 \uacbd\ud5d8 \ub610\ud55c \uac1c\uc120\ub429\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc811\uadfc \ubc29\uc2dd\uc740 \ube60\ub978 \ud53c\ub4dc\ubc31\uacfc \ubb38\uc81c \ud574\uacb0\uc774 \uac00\ub2a5\ud558\ub3c4\ub85d \ud558\uba70, \uae30\uc5c5\uc774 \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \ube60\ub974\uac8c \ub300\uc751\ud560 \uc218 \uc788\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc124\uacc4\ud558\uae30 \uc704\ud574\uc11c\ub294 \uba87 \uac00\uc9c0 \ud575\uc2ec \uc6d0\uce59\uc744 \ucda9\uc2e4\ud788 \uc774\ud589\ud574\uc57c \ud569\ub2c8\ub2e4. \uccab \ubc88\uc9f8 \uc6d0\uce59\uc740 \ubd84\ub9ac\ub41c \ucc45\uc784(Separation of Concerns)\uc785\ub2c8\ub2e4. \uc774\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \uba85\ud655\ud55c \uacbd\uacc4\ub97c \uac00\uc9c0\uace0 \ub3c5\ub9bd\uc801\uc73c\ub85c \ub3d9\uc791\ud574\uc57c \ud568\uc744 \uc758\ubbf8\ud558\uba70, \uc11c\ube44\uc2a4 \uac04 \ub370\uc774\ud130\uc640 \ub85c\uc9c1\uc758 \uacf5\uc720\ub97c \ucd5c\uc18c\ud654\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ud2b9\uc815 \uc11c\ube44\uc2a4\uc5d0 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uacbd\uc6b0, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc81c\ud55c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ub450 \ubc88\uc9f8 \uc6d0\uce59\uc740 \uc778\ud130\ud398\uc774\uc2a4\uc758 \uba85\ud655\uc131\uc785\ub2c8\ub2e4. \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub294 \uc11c\ub85c \uac04\uc758 \ud1b5\uc2e0\uc744 \uc704\ud574 API\ub97c \uc0ac\uc6a9\ud558\uba70, \uc774 API\ub294 \uba85\ud655\ud558\uace0 \ud45c\uc900\ud654\ub41c \ubc29\uc2dd\uc73c\ub85c \uc124\uacc4\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. RESTful API, GraphQL, gRPC \ub4f1 \ub2e4\uc591\ud55c \ud504\ub85c\ud1a0\ucf5c\uacfc \ub3c4\uad6c\ub4e4\uc774 \uc874\uc7ac\ud558\uba70, \uac01 \uc11c\ube44\uc2a4\uc758 \uc694\uad6c\uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc801\uc808\ud55c \ud1b5\uc2e0 \ubc29\uc2dd\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc11c\ub85c \ub2e4\uc591\ud55c \ud615\ud0dc\uc758 \uba54\uc2dc\uc9c0 \ud3ec\ub9f7\uacfc \ub370\uc774\ud130 \uad6c\uc870, \uadf8\ub9ac\uace0 \uc5d0\ub7ec \ud578\ub4e4\ub9c1 \uc804\ub7b5\uc5d0 \ub300\ud55c \uae4a\uc740 \uace0\ucc30\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n\uc138 \ubc88\uc9f8 \uc6d0\uce59\uc740 \ub370\uc774\ud130 \ub3c5\ub9bd\uc131(Data Autonomy)\uc785\ub2c8\ub2e4. \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \uc790\uccb4\uc758 \ub370\uc774\ud130 \uc800\uc7a5\uc18c\ub97c \uad00\ub9ac\ud558\ub294 \uac83\uc774 \uc77c\ubc18\uc801\uc785\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130 \uc911\ubcf5\uacfc \ub3d9\uae30\ud654 \ubb38\uc81c\ub97c \uc904\uc774\uace0, \uc11c\ube44\uc2a4 \uac04\uc758 \ub370\uc774\ud130 \uc758\uc874\ub3c4\ub97c \ub0ae\ucd94\uae30 \uc704\ud574\uc11c\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \ub3c5\ub9bd\uc131\uc740 \ub610\ud55c \uac01 \uc11c\ube44\uc2a4 \uc601\uc5ed\uc758 \ub370\uc774\ud130 \ub9c8\uc774\uadf8\ub808\uc774\uc158\uc774\ub098 \uad6c\uc870 \ubcc0\uacbd\uc5d0\ub3c4 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\ub124 \ubc88\uc9f8\ub85c, \uc7a5\uc560 \uaca9\ub9ac(Fault Isolation)\ub77c\ub294 \uc6d0\uce59\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ubd84\uc0b0 \ud658\uacbd\uc5d0\uc11c \uc77c\ubd80 \uc11c\ube44\uc2a4\uc758 \uc7a5\uc560\ub294 \ubd88\uac00\ud53c\ud558\ubbc0\ub85c, \ub2e4\ub978 \uc11c\ube44\uc2a4\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud55c \uba54\ucee4\ub2c8\uc998\uacfc \uc124\uacc4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \ud68c\ub85c \ucc28\ub2e8\uae30 \ud328\ud134(Circuit Breaker Pattern)\uacfc \uc7ac\uc2dc\ub3c4 \uba54\ucee4\ub2c8\uc998, \uadf8\ub9ac\uace0 \uc11c\ube44\uc2a4 \uba54\uc2dc \uae30\uc220 \ub4f1\uc774 \ud604\uc7ac \ud65c\ubc1c\ud788 \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ub2e4\uc12f \ubc88\uc9f8 \uc6d0\uce59\uc740 \ud655\uc7a5\uc131(Scalability)\uc785\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\ub294 \ub3c5\ub9bd\uc801\uc73c\ub85c \ud655\uc7a5\ub420 \uc218 \uc788\uc5b4\uc57c \ud558\uba70, \uc774\ub294 \ub300\uaddc\ubaa8 \ud2b8\ub798\ud53d \ubc1c\uc0dd \uc2dc \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \ucee8\ud14c\uc774\ub108 \uae30\ubc18\uc758 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\ub4e4(Kubernetes, Docker Swarm \ub4f1)\uc744 \uc0ac\uc6a9\ud558\uc5ec, \uc11c\ube44\uc2a4 \ud655\uc7a5\uc744 \uc790\ub3d9\ud654\ud558\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \uad00\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub294 \ub610\ud55c \uc560\uc790\uc77c \uac1c\ubc1c \ubb38\ud654\uc640 \uae34\ubc00\ud558\uac8c \uc5f0\uad00\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ubcc0\ud654\ud558\ub294 \uc694\uad6c\uc0ac\ud56d\uc5d0 \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uad6c\uc870\uc801 \ud2b9\uc131 \ub54c\ubb38\uc5d0, \uac1c\ubc1c \ud300\uc740 \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uacfc \uc5c5\ub370\uc774\ud2b8\ub97c \ubcf4\ub2e4 \uc27d\uac8c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c\ub294 \uc8fc\uae30\uc801\uc778 \ub9ac\ud329\ud1a0\ub9c1\uacfc \uc0c8\ub85c\uc6b4 \ud328\ud134 \ub3c4\uc785\uc774 \uac00\ub2a5\ud558\uba70, \uc774\ub97c \ud1b5\ud574 \uc2dc\uc2a4\ud15c\uc774 \uc810\ucc28 \uc9c4\ud654\ud558\ub294 \ubaa8\uc2b5\uc744 \uad00\ucc30\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ubaa8\ub378\uc740 \uae30\uc220 \uc120\ud0dd\uc758 \ub2e4\uc591\uc131\uc744 \ud5c8\uc6a9\ud569\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\uae30 \ub54c\ubb38\uc5d0, \uac1c\ubc1c \ud300\uc740 \uadf8 \uc11c\ube44\uc2a4\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub098 \ub370\uc774\ud130 \uc800\uc7a5\uc18c\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud2b9\uc815 \uc11c\ube44\uc2a4\ub294 Python\uacfc Django\ub97c, \ub2e4\ub978 \uc11c\ube44\uc2a4\ub294 Java\uc640 Spring Boot\ub97c \ud65c\uc6a9\ud558\ub294 \ub4f1, \ub2e4\uc591\ud55c \uae30\uc220 \uc2a4\ud0dd\uc744 \ud63c\uc6a9\ud558\uc5ec \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc790\uc720\ub85c\uc6b4 \uae30\uc220 \uc120\ud0dd\uc740 \ud601\uc2e0\uc801\uc778 \uc194\ub8e8\uc158 \uac1c\ubc1c\uc5d0 \ud070 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\uc774\ucc98\ub7fc \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \uae30\ubcf8 \ucca0\ud559\uc740 \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc758 \uc7a5\uc810\uc744 \uadf9\ub300\ud654\ud558\uace0, \uc11c\ube44\uc2a4 \uac04\uc758 \uacb0\ud569\ub3c4\ub97c \ucd5c\uc18c\ud654\ud558\ub294 \ub370 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uc124\uacc4 \uc6d0\uce59\uacfc \ud328\ud134\ub4e4\uc774 \ud65c\uc6a9\ub418\uba70, \uc774\ub97c \uc2e4\uc81c \uc0ac\ub840\uc640 \ud1b5\uacc4\ub97c \ud1b5\ud574 \uc99d\uba85\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud55c \uae00\ub85c\ubc8c \uc804\uc790\uc0c1\uac70\ub798 \uae30\uc5c5\uc740 \uae30\uc874 \ubaa8\ub180\ub9ac\uc2dd \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub85c \uc804\ud658\ud55c \ud6c4, \uc2dc\uc2a4\ud15c \uc7a5\uc560\uc728\uc774 40% \uac10\uc18c\ud558\uace0 \ubc30\ud3ec \uc8fc\uae30\uac00 60% \ub2e8\ucd95\ub418\ub294 \ud6a8\uacfc\ub97c \ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc774 \uba85\ud655\ud55c \uc124\uacc4 \uc6d0\uce59\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc11c\ube44\uc2a4 \ubd84\ub9ac\ub294 \ub9ce\uc740 \uae30\uc5c5\uc774 \ub514\uc9c0\ud138 \ud2b8\ub79c\uc2a4\ud3ec\uba54\uc774\uc158\uc5d0 \uc131\uacf5\ud558\ub3c4\ub85d \ub9cc\ub4dc\ub294 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4.<\/p>\n\uc694\uc57d\ud558\uba74, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub294 \ubd84\ub9ac\ub41c \ucc45\uc784, \uba85\ud655\ud55c \uc778\ud130\ud398\uc774\uc2a4, \ub370\uc774\ud130 \ub3c5\ub9bd\uc131, \uc7a5\uc560 \uaca9\ub9ac, \uadf8\ub9ac\uace0 \ud655\uc7a5\uc131\uacfc \uac19\uc740 \ud575\uc2ec \uc6d0\uce59\ub4e4\uc744 \ud1b5\ud574 \ud604\ub300 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc758 \ubb38\uc81c\uc810\uc744 \ud574\uacb0\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc124\uacc4 \ucca0\ud559\uacfc \uc6d0\uce59\ub4e4\uc774 \uc624\ub298\ub0a0\uc758 \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \uae30\uc220 \ud658\uacbd\uc5d0\uc11c \uae30\uc5c5\uc774 \uacbd\uc7c1\ub825\uc744 \uc720\uc9c0\ud558\uace0 \ud601\uc2e0\uc744 \uc774\ub8f0 \uc218 \uc788\ub3c4\ub85d \ub3d5\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 id=\"%ec%84%b9%ec%85%98-2-%eb%a7%88%ec%9d%b4%ed%81%ac%eb%a1%9c%ec%84%9c%eb%b9%84%ec%8a%a4-%ec%84%b1%ea%b3%b5-%ec%82%ac%eb%a1%80%ec%99%80-%eb%b9%84%ec%a6%88%eb%8b%88%ec%8a%a4-%ec%a0%81%ec%9a%a9-HKLvydallj\">\uc139\uc158 2. \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc131\uacf5 \uc0ac\ub840\uc640 \ube44\uc988\ub2c8\uc2a4 \uc801\uc6a9<\/h2>\n\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub97c \ub3c4\uc785\ud55c \uae30\uc5c5\ub4e4\uc740 \uadf8 \uc131\uacf5 \uc0ac\ub840\uc640 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\uc758 \ubcc0\ud654\ub85c \uc778\ud574 \uc804 \uc138\uacc4\uc801\uc73c\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc131\uacf5 \uc0ac\ub840\ub4e4\uc740 \ub2e8\uc21c\ud55c \uae30\uc220 \uac1c\uc120\ubfd0\ub9cc \uc544\ub2c8\ub77c, \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc758 \ud601\uc2e0\uacfc \uace0\uac1d \uacbd\ud5d8 \uac1c\uc120\uc5d0\ub3c4 \ud070 \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uc139\uc158\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c\uc758 \uc131\uacf5\uc801\uc778 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ub3c4\uc785 \uc0ac\ub840\ub97c \uc18c\uac1c\ud558\uace0, \uc774\ub97c \ub4b7\ubc1b\uce68\ud558\ub294 \ud1b5\uacc4\uc640 \ubd84\uc11d\uc744 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uac00 \uc5b4\ub5bb\uac8c \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\ub97c \uadf9\ub300\ud654\ud588\ub294\uc9c0 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\uccab \ubc88\uc9f8 \uc0ac\ub840\ub294 \uae00\ub85c\ubc8c \uc804\uc790\uc0c1\uac70\ub798 \ud50c\ub7ab\ud3fc\uc758 \ubcc0\ud654\uc785\ub2c8\ub2e4. \ud55c \ub300\ud615 \uc804\uc790\uc0c1\uac70\ub798 \uae30\uc5c5\uc740 \uae30\uc874\uc758 \ub2e8\uc77c \ubaa8\ub180\ub9ac\uc2dd \uc544\ud0a4\ud14d\ucc98\ub97c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uae30\ubc18\uc73c\ub85c \uc804\ud658\ud568\uc73c\ub85c\uc368, \uc8fc\ubb38 \ucc98\ub9ac, \uacb0\uc81c \ubc0f \ubb3c\ub958 \uad00\ub9ac\ub97c \uac1c\ubcc4 \uc11c\ube44\uc2a4\ub85c \ubd84\ub9ac\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \uac01 \ubd80\uc11c\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uac1c\ubc1c \ubc0f \uc6b4\uc601\ub428\uc5d0 \ub530\ub77c, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc774 \ubcf4\uc7a5\ub418\uc5c8\uc744 \ubfd0 \uc544\ub2c8\ub77c \ubc30\ud3ec\uc8fc\uae30\uc640 \uc5c5\ub370\uc774\ud2b8 \uc18d\ub3c4\uac00 \ud06c\uac8c \uac1c\uc120\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ub3c4\uc785 \ud6c4 \uace0\uac1d \uc751\ub300 \uc2dc\uac04\uc774 \ucd5c\ub300 30% \ub2e8\ucd95\ub418\uace0, \ub9e4\ucd9c\uc774 \uc5f0\uac04 15% \uc774\uc0c1 \uc0c1\uc2b9\ud558\ub294 \ud6a8\uacfc\ub97c \ubcf4\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n\ub450 \ubc88\uc9f8 \uc0ac\ub840\ub294 \uae08\uc735 \uc11c\ube44\uc2a4 \ubd84\uc57c\uc5d0\uc11c\uc758 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ub3c4\uc785\uc785\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \uae08\uc735\uad8c\uc5d0\uc11c\ub294 \ubcf5\uc7a1\ud55c \ud2b8\ub79c\uc7ad\uc158 \ucc98\ub9ac\uc640 \ubcf4\uc548 \uc694\uad6c\uc0ac\ud56d \ub54c\ubb38\uc5d0 \ubaa8\ub180\ub9ac\uc2dd \uc544\ud0a4\ud14d\ucc98\ub97c \uace0\uc218\ud558\ub294 \uacbd\ud5a5\uc774 \uc788\uc5c8\uc73c\ub098, \ucd5c\uadfc \uba87\uba87 \uc120\uc9c4 \uae08\uc735 \uae30\uad00\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub97c \ub3c4\uc785\ud574 \ube60\ub974\uace0 \ud6a8\uc728\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uad6c\ud604\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uc628\ub77c\uc778 \ubc45\ud0b9\uacfc \ubaa8\ubc14\uc77c \uacb0\uc81c \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc11c\ube44\uc2a4 \ubd84\ub9ac\ub97c \ud1b5\ud574 \uc7a5\uc560 \uc804\ud30c\ub97c \ubc29\uc9c0\ud558\uace0, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uace0\uac1d \ub9de\ucda4\ud615 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc774 \uac00\ub2a5\ud574\uc9c4 \uc0ac\ub840\ub4e4\uc774 \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \ud574\ub2f9 \uae08\uc735 \uae30\uad00\uc740 \uac70\ub798 \ucc98\ub9ac \uc18d\ub3c4\uac00 25% \ud5a5\uc0c1\ub418\uc5c8\uace0, \uace0\uac1d \ub9cc\uc871\ub3c4\uac00 \ud06c\uac8c \uc99d\uac00\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\uc138 \ubc88\uc9f8 \uc0ac\ub840\ub294 \ud5ec\uc2a4\ucf00\uc5b4 \ubc0f \uc758\ub8cc \uc815\ubcf4 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98 \ub3c4\uc785\uc744 \ud1b5\ud574 \uac01 \uc758\ub8cc \uc815\ubcf4 \uc2dc\uc2a4\ud15c\uc744 \ub3c5\ub9bd\ub41c \uc11c\ube44\uc2a4\ub85c \uc6b4\uc601\ud568\uc73c\ub85c\uc368, \ubbfc\uac10\ud55c \ud658\uc790 \uc815\ubcf4\uc758 \ubcf4\uc548\uacfc \uc548\uc815\uc801\uc778 \ub370\uc774\ud130 \ucc98\ub9ac\uac00 \uac00\ub2a5\ud574\uc84c\uc2b5\ub2c8\ub2e4. \ud55c \uae00\ub85c\ubc8c \ud5ec\uc2a4\ucf00\uc5b4 \uae30\uc5c5\uc740 \uc608\uc57d \uc2dc\uc2a4\ud15c, \uc9c4\ub8cc \uae30\ub85d, \ubcf4\ud5d8 \uccad\uad6c \ub4f1 \uc8fc\uc694 \uae30\ub2a5\uc744 \uac01\uac01 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub85c \uac1c\ubc1c\ud558\uc5ec, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \uc8fc\uc9c0 \uc54a\ub3c4\ub85d \uc124\uacc4\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc124\uacc4 \ucca0\ud559\uc740 \uc758\ub8cc \uc2dc\uc2a4\ud15c\uc758 \uc548\uc804\uc131\uacfc \uc2e0\ub8b0\uc131\uc744 \ub192\uc600\uc73c\uba70, \ud658\uc790\uc758 \uc751\uae09 \uc0c1\ud669\uc5d0 \uc2e0\uc18d \ub300\uc751\ud560 \uc218 \uc788\ub294 \uc2dc\uc2a4\ud15c \uad6c\ucd95\uc5d0 \ud070 \uc5ed\ud560\uc744 \ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\ub124 \ubc88\uc9f8 \uc0ac\ub840\ub294 \ubbf8\ub514\uc5b4 \ubc0f \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8 \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ube44\uc2a4\uc640 \uac19\uc774 \ub300\uaddc\ubaa8 \ud2b8\ub798\ud53d\uc744 \ucc98\ub9ac\ud574\uc57c \ud558\ub294 \uae30\uc5c5\ub4e4\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub97c \ud1b5\ud574 \uc0ac\uc6a9\uc790 \uc694\uccad\uc744 \ubd84\uc0b0 \ucc98\ub9ac\ud558\uace0, \uc2e4\uc2dc\uac04 \ucf58\ud150\uce20 \ud53c\ub4dc\ub97c \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \ud2b8\ub798\ud53d \ud3ed\uc8fc \ubb38\uc81c\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud574\uacb0\ud588\uc2b5\ub2c8\ub2e4. \ud55c \ub300\ud45c\uc801\uc778 \uae00\ub85c\ubc8c \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ube44\uc2a4 \uc5c5\uccb4\uc758 \uacbd\uc6b0, \uc0ac\uc6a9\uc790 \uc811\uc18d\uc774 \uae09\uc99d\ud558\ub294 \uc774\ubca4\ud2b8 \uae30\uac04\uc5d0\ub3c4 \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc5c8\uc73c\uba70, \ub3d9\uc2dc \uc811\uc18d\uc790 \uc218\uc758 \uae09\uaca9\ud55c \ubcc0\ud654\uc5d0\ub3c4 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uae30\uc220\uc801 \uc131\uacfc\ub294 \uace0\uac1d \uc774\ud0c8\ub960 \uac10\uc18c\uc640 \ud568\uaed8, \ube0c\ub79c\ub4dc \uc2e0\ub8b0\ub3c4 \uc0c1\uc2b9\uc73c\ub85c \uc774\uc5b4\uc84c\uc2b5\ub2c8\ub2e4.<\/p>\n\ub2e4\uc12f \ubc88\uc9f8 \uc0ac\ub840\ub294 \ubb3c\ub958 \ubc0f \uc6b4\uc1a1 \uc5c5\uacc4\uc5d0\uc11c\uc758 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc801\uc6a9\uc785\ub2c8\ub2e4. \ubcf5\uc7a1\ud55c \uacbd\ub85c \ucd5c\uc801\ud654, \ucc28\ub7c9 \uad00\ub9ac, \uc7ac\uace0 \uad00\ub9ac, \uadf8\ub9ac\uace0 \uc2e4\uc2dc\uac04 \uc704\uce58 \ud30c\uc545 \ub4f1\uc774 \ud544\uc694\ud55c \ubb3c\ub958 \uc2dc\uc2a4\ud15c\uc740 \uae30\uc874\uc758 \ubaa8\ub180\ub9ac\uc2dd \uc544\ud0a4\ud14d\ucc98\ub85c\ub294 \ud55c\uacc4\uac00 \ubd84\uba85\ud588\uc2b5\ub2c8\ub2e4. \ud55c \uae00\ub85c\ubc8c \ubb3c\ub958 \uae30\uc5c5\uc740 \uac01 \uae30\ub2a5\ubcc4 \uc11c\ube44\uc2a4\ub97c \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ud568\uc73c\ub85c\uc368, \uc2e4\uc2dc\uac04\uc73c\ub85c \ubcc0\ud654\ud558\ub294 \ubb3c\ub958 \uc0c1\ud0dc\uc5d0 \ube60\ub974\uac8c \ub300\uc751\ud558\uace0, \uc608\uce21 \ubd84\uc11d\uc744 \ud1b5\ud55c \ud6a8\uc728\uc801 \uacbd\ub85c \ucd5c\uc801\ud654\ub97c \uad6c\ud604\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uacb0\uacfc, \uc6b4\uc601 \ube44\uc6a9\uc774 \ud06c\uac8c \uc808\uac10\ub418\uc5c8\uc73c\uba70, \uace0\uac1d\uc5d0\uac8c \uc81c\uacf5\ub418\ub294 \uc11c\ube44\uc2a4 \ud488\uc9c8 \ub610\ud55c \ub300\ud3ed \ud5a5\uc0c1\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\uc5ec\uc12f \ubc88\uc9f8 \uc0ac\ub840\ub294 \uc2a4\ud0c0\ud2b8\uc5c5\uacfc \uc911\uc18c\uae30\uc5c5\uc5d0\uc11c\uc758 \uc131\uacf5\uc801\uc778 \ub3c4\uc785 \uc0ac\ub840\uc785\ub2c8\ub2e4. \uc81c\ud55c\ub41c \uc778\ub825\uacfc \uc608\uc0b0\uc73c\ub85c \ud601\uc2e0\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uad6c\ucd95\ud574\uc57c \ud558\ub294 \uc2a4\ud0c0\ud2b8\uc5c5\ub4e4\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc758 \uc7a5\uc810\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud558\uc5ec \ube60\ub978 \ud504\ub85c\ud1a0\ud0c0\uc774\ud551\uacfc \uc9c0\uc18d\uc801\uc778 \uc5c5\ub370\uc774\ud2b8\ub97c \uc9c4\ud589\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub4e4 \uae30\uc5c5\uc740 \ucd08\uae30 \uc2dc\uc7a5 \uc9c4\uc785 \uc2dc \ube60\ub978 \ubc30\ud3ec\uc640 \ud53c\ub4dc\ubc31 \uc218\uc9d1\uc744 \ud1b5\ud574 \uc81c\ud488 \uac1c\uc120 \uc18d\ub3c4\ub97c \ub192\uc600\uc73c\uba70, \uc810\ucc28 \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uad6c\ucd95\ud574 \ub098\uac14\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c\uc640 \ucee8\ud14c\uc774\ub108 \uae30\uc220\uc744 \uacb0\ud569\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \ube44\uc6a9 \ud6a8\uc728\uc131 \uce21\uba74\uc5d0\uc11c\ub3c4 \ud070 \uc131\uacf5\uc744 \uac70\ub450\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\uc77c\uacf1 \ubc88\uc9f8 \uc0ac\ub840\ub294 \uc2a4\ud0c0\ud2b8\uc5c5\uc758 \uae30\uc220 \ud601\uc2e0\ubfd0\ub9cc \uc544\ub2c8\ub77c \uae30\uc874 \ub300\uae30\uc5c5 \ub0b4\ubd80\uc5d0\uc11c\ub3c4 \ud601\uc2e0\uc801\uc778 \ubcc0\ud654\uac00 \uc77c\uc5b4\ub0ac\uc74c\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \ub300\uae30\uc5c5 \ub0b4\ubd80 \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98 \ub3c4\uc785\uc740 \ubd80\uc11c \uac04 \ud611\uc5c5\uc744 \ucd09\uc9c4\ud558\uace0, \uae30\uc220 \ubd80\ucc44\ub97c \uc904\uc774\uba70, \ubcf4\ub2e4 \ubbfc\ucca9\ud55c \uc758\uc0ac \uacb0\uc815 \ud504\ub85c\uc138\uc2a4\ub97c \uac00\ub2a5\ud558\uac8c \ud588\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \ubcc0\ud654\ud558\ub294 \uc678\ubd80 \ud658\uacbd\uc5d0 \ube60\ub974\uac8c \uc801\uc751\ud568\uacfc \ub3d9\uc2dc\uc5d0 \ub0b4\ubd80 \ud6a8\uc728\uc131 \ub610\ud55c \ub192\uc77c \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\uc5ec\ub35f \ubc88\uc9f8 \uc0ac\ub840\ub294 \uae30\uc5c5\ub4e4\uc774 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub97c \ub3c4\uc785\ud558\uba74\uc11c \uc5bb\ub294 \uacbd\uc81c\uc801 \ud6a8\uacfc\uc640 \uad00\ub828\ub41c \ud1b5\uacc4\uc785\ub2c8\ub2e4. \uc5ec\ub7ec \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98 \ub3c4\uc785 \ud6c4 \uae30\uc5c5\ub4e4\uc740 \ud3c9\uade0 30% \uc774\uc0c1\uc758 \ubc30\ud3ec \uc8fc\uae30 \ub2e8\ucd95, 25% \uc774\uc0c1\uc758 \uc7a5\uc560 \ubcf5\uad6c \uc2dc\uac04 \ub2e8\ucd95, \uadf8\ub9ac\uace0 20% \uc774\uc0c1\uc758 \uc6b4\uc601 \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\ub97c \ubcf4\uace0\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc218\uce58\ub294 \ub2e8\uc21c\ud55c \uae30\uc220 \ud601\uc2e0\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc804\uccb4 \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4\uc758 \ucd5c\uc801\ud654\uc5d0 \uae30\uc5ec\ud55c \uc131\uacf5 \uc0ac\ub840\ub85c \ud3c9\uac00\ub429\ub2c8\ub2e4.<\/p>\n\uc544\ud649 \ubc88\uc9f8 \uc0ac\ub840\ub294 \uace0\uac1d \uacbd\ud5d8(Customer Experience, CX) \ud5a5\uc0c1\uc744 \ud1b5\ud55c \uc9c1\uc811\uc801\uc778 \ub9e4\ucd9c \uc99d\uac00 \ud6a8\uacfc\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \uc778\ud130\ud398\uc774\uc2a4\uc758 \uc751\ub2f5\uc18d\ub3c4 \uac1c\uc120\uacfc \ub3d9\uc2dc\uc5d0 \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc740 \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc774\uba70, \uace0\uac1d \ucda9\uc131\ub3c4\ub97c \uac15\ud654\ud558\ub294 \ud575\uc2ec \uc694\uc778\uc73c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ud55c \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ube44\uc2a4 \uae30\uc5c5\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ub3c4\uc785 \ud6c4 \uc7ac\ubc29\ubb38\uc728\uc774 15% \uc0c1\uc2b9\ud588\uace0, \uc2e0\uaddc \uc0ac\uc6a9\uc790 \uc720\uc785 \uc5ed\uc2dc \uac00\uc2dc\uc801\uc778 \uc0c1\uc2b9\uc138\ub97c \uae30\ub85d\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\uc5f4 \ubc88\uc9f8 \uc0ac\ub840\ub294 \uac01 \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ub3c4\uc785\uc5d0 \ub530\ub978 \uacbd\uc7c1\ub825 \ud655\ubcf4 \uc0ac\ub840\uc785\ub2c8\ub2e4. \uc804\ubc18\uc801\uc73c\ub85c, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub294 \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4 \uac1c\uc120, \ud6a8\uc728\uc131\uacfc \uc548\uc815\uc131 \uc99d\ub300, \uadf8\ub9ac\uace0 \uace0\uac1d \ub9cc\uc871\ub3c4 \ud5a5\uc0c1\uc744 \ud1b5\ud574 \uacbd\uc7c1 \uc6b0\uc704\ub97c \uc120\uc810\ud558\ub294 \ub370 \ud070 \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub2e4\uc591\ud55c \uc0ac\ub840\ub4e4\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uac00 \ub2e8\uc21c\ud788 \uae30\uc220\uc801\uc778 \ubcc0\ud654\uc5d0 \uadf8\uce58\ub294 \uac83\uc774 \uc544\ub2c8\ub77c, \uae30\uc5c5 \uc804\uccb4\uc758 \uc804\ub7b5\uc801 \ubc29\ud5a5\uc5d0\uae4c\uc9c0 \uc601\ud5a5\uc744 \ubbf8\uce58\uace0 \uc788\uc74c\uc744 \uba85\ud655\ud788 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n\uc774\ucc98\ub7fc \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \uc131\uacf5 \uc0ac\ub840\uc640 \ube44\uc988\ub2c8\uc2a4 \uc801\uc6a9 \ubaa8\ub378\uc740 \uc2e4\uc9c8\uc801\uc774\uace0 \uce21\uc815 \uac00\ub2a5\ud55c \ud6a8\uacfc\ub97c \ud1b5\ud574 \uc99d\uba85\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \ub2e4\uc591\ud55c \uc0ac\ub840 \uc5f0\uad6c\uc640 \ud1b5\uacc4 \uc790\ub8cc\ub97c \ubc14\ud0d5\uc73c\ub85c, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ub3c4\uc785\uc774 \uac00\uc838\uc62c \ud601\uc2e0\uc801\uc778 \ubcc0\ud654\ub97c \uc608\uce21\ud558\uace0, \uc774\ub97c \uc131\uacf5\uc801\uc73c\ub85c \uad6c\ud604\ud558\uae30 \uc704\ud55c \uc804\ub7b5\uc744 \ub9c8\ub828\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0ac\ub840\ub4e4\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc758 \ub3c4\uc785\uc774 \ub2e8\uc21c\ud55c \uae30\uc220 \uc804\ud658\uc774 \uc544\ub2c8\ub77c, \uc804\uccb4 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378\uc758 \ud601\uc2e0\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc74c\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n\ub610\ud55c, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc5d0 \uae30\ubc18\ud55c \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378 \ud601\uc2e0\uc740 \ub2e8\uae30\uc801\uc778 \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc7a5\uae30\uc801\uc778 \uacbd\uc7c1\ub825 \ud655\ubcf4\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uc131\uc7a5\uc758 \uae30\ubc18\uc774 \ub429\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \uae30\uc220\uc801 \ud1b5\ucc30\uacfc \uc804\ub7b5\uc801 \uc811\uadfc \ubc29\uc2dd\uc744 \ud1b5\ud574, \uc624\ub298\ub0a0\uc758 \ubd88\ud655\uc2e4\ud55c \uc2dc\uc7a5 \ud658\uacbd \uc18d\uc5d0\uc11c\ub3c4 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uacac\uace0\ud55c \ube44\uc988\ub2c8\uc2a4 \uc0dd\ud0dc\uacc4\ub97c \uad6c\ucd95\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 id=\"%ec%84%b9%ec%85%98-3-%ec%8b%a4%ec%a0%9c-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ec%84%a4%ea%b3%84%ec%99%80-%ea%b5%ac%ed%98%84-%ed%8c%a8%ed%84%b4-%eb%8f%84%ea%b5%ac-%ea%b7%b8%eb%a6%ac%ea%b3%a0-%ec%bd%94-HKLvydallj\">\uc139\uc158 3. \uc2e4\uc81c \uc2dc\uc2a4\ud15c \uc124\uacc4\uc640 \uad6c\ud604: \ud328\ud134, \ub3c4\uad6c, \uadf8\ub9ac\uace0 \ucf54\ub4dc \uc608\uc81c<\/h2>\n\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc124\uacc4 \ubc0f \uad6c\ud604 \ub2e8\uacc4\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \uae30\uc220\uc801 \uc694\uc18c\uc640 \uc124\uacc4 \ud328\ud134\uc774 \uacb0\ud569\ub418\uc5b4 \ubcf5\uc7a1\ud55c \uc2dc\uc2a4\ud15c\uc744 \uad6c\uc131\ud558\uac8c \ub429\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ub300\ud45c\uc801\uc778 \uc124\uacc4 \ud328\ud134, \uae30\uc220 \ub3c4\uad6c, \uadf8\ub9ac\uace0 \uc2e4\uc81c \uad6c\ud604 \uc608\uc81c\ub97c \uc911\uc2ec\uc73c\ub85c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc2dc\uc2a4\ud15c\uc758 \uae30\uc220\uc801 \uce21\uba74\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uae4a\uac8c \ub17c\uc758\ud569\ub2c8\ub2e4. \ub3c5\uc790\ub4e4\uc740 \uc774\ub97c \ud1b5\ud574 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub97c \uc2e4\uc81c\ub85c \uad6c\ud604\ud558\uba74\uc11c \uc8fc\uc758\ud574\uc57c \ud560 \uc0ac\ud56d\uacfc \ud574\uacb0 \ubc29\ubc95\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uccab \ubc88\uc9f8\ub85c \uace0\ub824\ud574\uc57c \ud560 \uc694\uc18c\ub294 \uc11c\ube44\uc2a4 \uac04 \ud1b5\uc2e0 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\uae30 \ub54c\ubb38\uc5d0, \uc11c\ub85c \uac04\uc758 \ud1b5\uc2e0\uc740 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc694\uc18c\uac00 \ub429\ub2c8\ub2e4. RESTful API, gRPC, \uadf8\ub9ac\uace0 \uba54\uc2dc\uc9c0 \ud050(Kafka, RabbitMQ \ub4f1)\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \ud1b5\uc2e0 \ud504\ub85c\ud1a0\ucf5c\uc774 \ud65c\uc6a9\ub429\ub2c8\ub2e4. RESTful API\uc758 \uacbd\uc6b0, HTTP \uae30\ubc18\uc758 \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac04\ub2e8\ud558\uace0 \ud45c\uc900\ud654\ub41c \ud1b5\uc2e0\uc774 \uac00\ub2a5\ud558\uba70, gRPC\ub294 \uc131\ub2a5\uacfc \ud6a8\uc728\uc131\uc774 \uc694\uad6c\ub418\ub294 \ud658\uacbd\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud1b5\uc2e0 \ubc29\uc2dd\uc758 \uc120\ud0dd\uc740 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uacfc \uc751\ub2f5 \uc18d\ub3c4\uc5d0 \uc9c1\uc811\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce58\uac8c \ub429\ub2c8\ub2e4.<\/p>\n\ub450 \ubc88\uc9f8\ub85c\ub294 \ub370\uc774\ud130 \uc800\uc7a5\uc18c\uc640\uc758 \ud1b5\ud569 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uac01 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\ub41c \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc6b4\uc601\ud560 \uacbd\uc6b0, \ub370\uc774\ud130 \uc911\ubcf5\uacfc \ub3d9\uae30\ud654 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c, \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uc804\ub7b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ub300\ud45c\uc801\uc778 \ubc29\ubc95\uc73c\ub85c\ub294 \uc774\ubca4\ud2b8 \uc18c\uc2f1(Event Sourcing), CQRS(Command Query Responsibility Segregation) \ub4f1\uc774 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ub370\uc774\ud130 \uc77c\uad00\uc131\uc744 \uc720\uc9c0\ud558\uba74\uc11c\ub3c4 \uac01 \uc11c\ube44\uc2a4\uc758 \ub3c5\ub9bd\uc131\uc744 \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ubca4\ud2b8 \uc18c\uc2f1\uc740 \ub370\uc774\ud130 \ubcc0\uacbd \uc774\ub825\uc744 \uae30\ub85d\ud558\uace0, CQRS\ub294 \uc77d\uae30\uc640 \uc4f0\uae30\ub97c \ubd84\ub9ac\ud574 \ub370\uc774\ud130 \ucc98\ub9ac \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud569\ub2c8\ub2e4.<\/p>\n\uc138 \ubc88\uc9f8\ub85c, \uc7a5\uc560 \uaca9\ub9ac\uc640 \ubcf5\uad6c \uc804\ub7b5\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\uae30 \ub54c\ubb38\uc5d0, \ud2b9\uc815 \uc11c\ube44\uc2a4\uc5d0 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud558\ub354\ub77c\ub3c4 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud55c \ud68c\ub85c \ucc28\ub2e8\uae30(Circuit Breaker) \ud328\ud134, \uc7ac\uc2dc\ub3c4 \ub85c\uc9c1, \uadf8\ub9ac\uace0 \uc7a5\uc560 \uc54c\ub9bc \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. Netflix\uc758 Hystrix \ub77c\uc774\ube0c\ub7ec\ub9ac\ub098 Resilience4j\uc640 \uac19\uc740 \ub3c4\uad6c\ub4e4\uc740 \uc774\ub7ec\ud55c \uc5ed\ud560\uc744 \uc218\ud589\ud558\uba70, \uc2dc\uc2a4\ud15c\uc774 \uc548\uc815\uc801\uc73c\ub85c \uc6b4\uc601\ub420 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>\n\ub124 \ubc88\uc9f8\ub85c, \uac1c\ubc1c \ubc0f \ubc30\ud3ec \uc790\ub3d9\ud654\ub294 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc131\uacf5\uc758 \uad00\uac74\uc785\ub2c8\ub2e4. CI\/CD(\uc9c0\uc18d\uc801 \ud1b5\ud569 \ubc0f \uc9c0\uc18d\uc801 \ubc30\ud3ec) \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec, \uac01 \uc11c\ube44\uc2a4\uc758 \ub3c5\ub9bd\uc801\uc778 \ubc30\ud3ec\uc640 \uc5c5\ub370\uc774\ud2b8\ub97c \uc790\ub3d9\ud654\ud568\uc73c\ub85c\uc368, \uac1c\ubc1c\uc790\ub4e4\uc758 \uc0dd\uc0b0\uc131\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Jenkins, GitLab CI, \uadf8\ub9ac\uace0 CircleCI\uc640 \uac19\uc740 \ub3c4\uad6c\ub4e4\uc740 \uc774 \uacfc\uc815\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uba70, \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud50c\ub7ab\ud3fc\uc778 Kubernetes\uc640 \ud568\uaed8 \uc0ac\uc6a9\ub418\uba74, \uc11c\ube44\uc2a4\uc758 \ud655\uc7a5\uc131\uacfc \uc548\uc815\uc131\uc774 \ud06c\uac8c \ud5a5\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n\ub2e4\uc12f \ubc88\uc9f8\ub85c, \ub85c\uae45\uacfc \ubaa8\ub2c8\ud130\ub9c1\ub3c4 \ub9e4\uc6b0 \uc911\uc694\ud55c \uad6c\ud604 \uc694\uc18c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ubd84\uc0b0 \ud658\uacbd\uc5d0\uc11c \uac01 \uc11c\ube44\uc2a4\uc758 \uc0c1\ud0dc\uc640 \uc131\ub2a5\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ub85c\uadf8 \ub370\uc774\ud130\ub97c \uc911\uc559 \uc9d1\uc911\ud654\ud568\uc73c\ub85c\uc368, \uc7a5\uc560 \uc6d0\uc778\uc744 \uc2e0\uc18d\ud558\uac8c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. ELK Stack(Elasticsearch, Logstash, Kibana), Prometheus, Grafana \ub4f1\uc774 \ub300\ud45c\uc801\uc778 \ub3c4\uad6c\ub85c \uc0ac\uc6a9\ub418\uba70, \uc774\ub294 \uc2dc\uc2a4\ud15c \uc804\ubc18\uc758 \uac00\uc2dc\uc131\uc744 \ub192\uc774\ub294 \ub370 \uacb0\uc815\uc801\uc778 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n\uc5ec\uc12f \ubc88\uc9f8\ub85c, \ubcf4\uc548 \uce21\uba74\uc5d0\uc11c\ub3c4 \uac01 \uc11c\ube44\uc2a4\uc758 \ucde8\uc57d\uc810\uc744 \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud55c \uc804\ub7b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. OAuth, JWT(Json Web Token)\uc640 \uac19\uc740 \uc778\uc99d \ubc0f \uc778\uac00 \uae30\uc220\uc744 \ud1b5\ud574, \uc11c\ube44\uc2a4 \uac04\uc758 \ud1b5\uc2e0\uc5d0\uc11c \ubcf4\uc548 \uc704\ud611\uc744 \ucc28\ub2e8\ud558\uace0, \uc0ac\uc6a9\uc790 \ub370\uc774\ud130\uc758 \ubcf4\ud638\ub97c \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \ubcf4\uc548 \uba54\ucee4\ub2c8\uc998\uc740 \ud2b9\ud788 \uae08\uc735, \ud5ec\uc2a4\ucf00\uc5b4 \ub4f1 \ubbfc\uac10\ud55c \ub370\uc774\ud130\ub97c \ub2e4\ub8e8\ub294 \ubd84\uc57c\uc5d0\uc11c \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n\uc77c\uacf1 \ubc88\uc9f8\ub85c, \uc2e4\uc81c \ucf54\ub4dc \uc608\uc81c\ub97c \ud1b5\ud574 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc124\uacc4\uc640 \uad6c\ud604\uc758 \uacfc\uc815\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc544\ub798 \uc608\uc81c\ub294 Node.js\uc640 Express\ub97c \ud65c\uc6a9\ud55c \uac04\ub2e8\ud55c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 API \uad6c\ud604 \uc608\uc81c\uc785\ub2c8\ub2e4. \uc774 \uc608\uc81c\ub294 \uae30\ubcf8\uc801\uc778 RESTful API\ub97c \uad6c\ud604\ud558\ub294 \ub3d9\uc2dc\uc5d0, \uc5d0\ub7ec \ud578\ub4e4\ub9c1\uacfc \uac04\ub2e8\ud55c \ub85c\uae45 \uae30\ub2a5\uc744 \ud3ec\ud568\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uc608\uc81c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubc30\ud3ec\ub420 \uc218 \uc788\uc74c\uc744 \ubcf4\uc5ec\uc8fc\uba70, \ub2e4\ub978 \uc11c\ube44\uc2a4\uc640\uc758 \ud1b5\uc2e0\uc740 HTTP\ub97c \ud1b5\ud574 \uc774\ub8e8\uc5b4\uc9d0\uc744 \uc804\uc81c\ub85c \ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uc774 \uc608\uc81c\ub97c \uae30\ubc18\uc73c\ub85c \ub354\uc6b1 \ubcf5\uc7a1\ud55c \uc778\uc99d, \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uc11c\ube44\uc2a4 \uac04 \ud1b5\uc2e0 \ub85c\uc9c1\uc744 \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<pre><code>\nconst express = require('express');\nconst app = express();\nconst port = process.env.PORT || 3000;\n\n\/\/ \uac04\ub2e8\ud55c \ub85c\uae45 \ubbf8\ub4e4\uc6e8\uc5b4\napp.use((req, res, next) => {\n console.log(`${new Date().toISOString()} - ${req.method} \uc694\uccad: ${req.url}`);\n next();\n});\n\n\/\/ \uae30\ubcf8 GET \ub77c\uc6b0\ud305\napp.get('\/', (req, res) => {\n res.json({ message: '\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc608\uc81c API\uc5d0 \uc624\uc2e0 \uac83\uc744 \ud658\uc601\ud569\ub2c8\ub2e4.' });\n});\n\n\/\/ \uc0ac\uc6a9\uc790 \uc815\ubcf4 \uc870\ud68c \ub77c\uc6b0\ud305\napp.get('\/users\/:id', (req, res) => {\n const userId = req.params.id;\n \/\/ \uc2e4\uc81c \uc11c\ube44\uc2a4\uc5d0\uc11c\ub294 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc870\ud68c \ub85c\uc9c1 \uc2e4\ud589\n res.json({ userId, name: '\uc0ac\uc6a9\uc790 \uc774\ub984', status: '\ud65c\uc131\ud654' });\n});\n\n\/\/ \uc624\ub958 \ucc98\ub9ac \ubbf8\ub4e4\uc6e8\uc5b4\napp.use((err, req, res, next) => {\n console.error('\uc5d0\ub7ec \ubc1c\uc0dd:', err);\n res.status(500).json({ error: '\ub0b4\ubd80 \uc11c\ubc84 \uc624\ub958' });\n});\n\n\/\/ \uc11c\ubc84 \uc2dc\uc791\napp.listen(port, () => {\n console.log(`\uc11c\ubc84\uac00 \ud3ec\ud2b8 ${port}\uc5d0\uc11c \ub3d9\uc791 \uc911\uc785\ub2c8\ub2e4.`);\n});\n <\/code><\/pre>\n\uc774\uc640 \uac19\uc774 \uc2e4\uc81c \ucf54\ub4dc \uc608\uc81c\ub294 \uac1c\ubc1c\uc790\ub4e4\uc774 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub97c \uad6c\uccb4\uc801\uc73c\ub85c \uc774\ud574\ud558\uace0, \uc774\ub97c \ud65c\uc6a9\ud55c \ud504\ub85c\ud1a0\ud0c0\uc785\uc744 \uc190\uc27d\uac8c \uad6c\ud604\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4. \ub610\ud55c, \uac01 \uc11c\ube44\uc2a4\uc758 \ub3c5\ub9bd\uc131, \uc5d0\ub7ec \uaca9\ub9ac, \uadf8\ub9ac\uace0 \ub85c\uae45 \uba54\ucee4\ub2c8\uc998 \ub4f1\uc740 \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ubb38\uc81c\ub4e4\uc744 \uc0ac\uc804\uc5d0 \uc608\ubc29\ud558\ub294 \ub370 \ud070 \uae30\uc5ec\ub97c \ud569\ub2c8\ub2e4.<\/p>\n\uc5ec\ub35f \ubc88\uc9f8\ub85c, \uc124\uacc4 \ud328\ud134 \uc911 \ud558\ub098\uc778 API \uac8c\uc774\ud2b8\uc6e8\uc774(API Gateway) \ud328\ud134\uc5d0 \ub300\ud574 \uc5b8\uae09\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. API \uac8c\uc774\ud2b8\uc6e8\uc774\ub294 \ubaa8\ub4e0 \ud074\ub77c\uc774\uc5b8\ud2b8 \uc694\uccad\uc744 \ub2e8\uc77c \uc9c4\uc785\uc810\uc73c\ub85c \uc9d1\uc911\uc2dc\ud0a4\uace0, \uac01 \uc11c\ube44\uc2a4\ub85c \ubd84\uc0b0\uc2dc\ud0a4\ub294 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubcf4\uc548, \uc778\uc99d, \ub85c\uae45, \uadf8\ub9ac\uace0 \ubd80\ud558 \ubd84\uc0b0\uacfc \uac19\uc740 \uae30\ub2a5\ub4e4\uc744 \uc911\uc559 \uc9d1\uc911\ud654 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Netflix Zuul\uc774\ub098 Kong \uac19\uc740 \uc624\ud508 \uc18c\uc2a4 \uc194\ub8e8\uc158\ub4e4\uc740 \uc774\ub7ec\ud55c \uc5ed\ud560\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc218\ud589\ud558\uba70, \ucd5c\uadfc \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \uc774 \ubc29\uc2dd\uc744 \ucc44\ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uc544\ud649 \ubc88\uc9f8\ub85c, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uad6c\ud604 \uc2dc \ubc1c\uc0dd\ud558\ub294 \uacf5\ud1b5 \ubb38\uc81c\ub4e4\uc744 \ud574\uacb0\ud558\uae30 \uc704\ud55c \ubc29\ubc95\ub4e4 \ub610\ud55c \uc911\uc694\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uc911\ubcf5, \ubd84\uc0b0 \ud2b8\ub79c\uc7ad\uc158, \uadf8\ub9ac\uace0 \uc11c\ube44\uc2a4 \ub514\uc2a4\ucee4\ubc84\ub9ac(Service Discovery) \ubb38\uc81c\uc5d0 \ub300\ud574 \uac01\uae30 \ub2e4\ub978 \ud574\uacb0\ucc45\uc774 \uc81c\uc2dc\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc11c\ube44\uc2a4 \ub514\uc2a4\ucee4\ubc84\ub9ac\uc5d0\ub294 Consul, Eureka, \uadf8\ub9ac\uace0 Kubernetes\uc758 \ub0b4\uc7a5 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uba70, \ubd84\uc0b0 \ud2b8\ub79c\uc7ad\uc158 \ubb38\uc81c\ub294 Saga \ud328\ud134\uc774\ub098 \ubcf4\uc0c1 \ud2b8\ub79c\uc7ad\uc158\uc744 \ud1b5\ud574 \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uc5f4 \ubc88\uc9f8\ub85c, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc758 \uc9c0\uc18d\uc801 \uac1c\uc120\uacfc \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud574 \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8\uc640 \ubaa8\ub2c8\ud130\ub9c1 \uccb4\uacc4 \uad6c\ucd95\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4 \ubcc4 \ub3c5\ub9bd \ud14c\uc2a4\ud2b8, \ud1b5\ud569 \ud14c\uc2a4\ud2b8, \uadf8\ub9ac\uace0 \uc5d4\ub4dc \ud22c \uc5d4\ub4dc \ud14c\uc2a4\ud2b8\ub97c \uad6c\uc131\ud568\uc73c\ub85c\uc368, \uc2dc\uc2a4\ud15c \uc804\uccb4\uc758 \uc548\uc815\uc131\uc744 \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, DevOps \ubb38\ud654\uc640 CI\/CD \ud30c\uc774\ud504\ub77c\uc778\uc744 \ud1b5\ud574 \uc9c0\uc18d\uc801\uc778 \ud53c\ub4dc\ubc31\uacfc \uac1c\uc120\uc774 \uc774\ub8e8\uc5b4\uc9d0\uc5d0 \ub530\ub77c, \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c\uc758 \ubb38\uc81c\ub97c \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uc774\ucc98\ub7fc, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc758 \uc2e4\uc81c \uc2dc\uc2a4\ud15c \uc124\uacc4\uc640 \uad6c\ud604 \uacfc\uc815\uc740 \ub2e4\uc591\ud55c \uae30\uc220 \ub3c4\uad6c \ubc0f \ud328\ud134\ub4e4\uc758 \ubcf5\ud569\uc801\uc778 \uc801\uc6a9\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub4e4\uc740 \uc11c\ube44\uc2a4 \uac04\uc758 \ud1b5\ud569\uacfc \uc548\uc815\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ud655\ubcf4\ud558\uae30 \uc704\ud574, \uac01 \uc694\uc18c\ub4e4\uc758 \uc0c1\ud638\uc791\uc6a9\uacfc \uc7a5\uc560 \ub300\uc751 \uba54\ucee4\ub2c8\uc998\uc744 \ucda9\ubd84\ud788 \uc774\ud574\ud558\uace0 \uad6c\ud604\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \uc2dc\uc2a4\ud15c\uc758 \uc720\uc5f0\uc131, \ud655\uc7a5\uc131, \uadf8\ub9ac\uace0 \uc548\uc815\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ubcf4\uc7a5\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 id=\"%ec%84%b9%ec%85%98-4-%eb%a7%88%ec%9d%b4%ed%81%ac%eb%a1%9c%ec%84%9c%eb%b9%84%ec%8a%a4%ec%9d%98-%eb%af%b8%eb%9e%98-%ec%a0%84%eb%a7%9d-%eb%b0%8f-%eb%b0%9c%ec%a0%84-%eb%b0%a9%ed%96%a5-HKLvydallj\">\uc139\uc158 4. \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \ubbf8\ub798 \uc804\ub9dd \ubc0f \ubc1c\uc804 \ubc29\ud5a5<\/h2>\n\uc624\ub298\ub0a0\uc758 \ub514\uc9c0\ud138 \ud601\uc2e0 \uc2dc\ub300\uc5d0\uc11c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub294 \ub354 \uc774\uc0c1 \uc120\ud0dd\uc774 \uc544\ub2cc \ud544\uc218 \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uc544\uac00\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc220 \ubc1c\uc804\uacfc \ud568\uaed8, \uc11c\ube44\uc2a4\uc758 \ubcf5\uc7a1\uc131 \uc99d\uac00 \ubc0f \uace0\uac1d\uc758 \ub2e4\ubcc0\ud654\ub41c \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub300\uc751\ud558\uae30 \uc704\ud574 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \ubc1c\uc804 \ubc29\ud5a5\uacfc \ubbf8\ub798 \uc804\ub9dd\uc740 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc8fc\uc81c\ub85c \ub300\ub450\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc758 \ubbf8\ub798 \ud750\ub984, \uae30\uc220 \ud2b8\ub80c\ub4dc, \uadf8\ub9ac\uace0 \ud601\uc2e0\uc744 \uc774\ub044\ub294 \ud575\uc2ec \uc694\uc18c\ub4e4\uc5d0 \ub300\ud574 \uc2ec\ub3c4 \uc788\uac8c \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/p>\n\uccab \ubc88\uc9f8\ub85c, \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ud658\uacbd\uacfc \ucee8\ud14c\uc774\ub108 \uae30\uc220\uc758 \ubc1c\uc804\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \ubbf8\ub798\ub97c \uacb0\uc815\uc9d3\ub294 \uc911\uc694\ud55c \ucd95\uc785\ub2c8\ub2e4. Kubernetes, Docker, \uadf8\ub9ac\uace0 \uc11c\ubc84\ub9ac\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc640 \uac19\uc740 \uae30\uc220\ub4e4\uc774 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \ud655\uc7a5\uc131\uacfc \uc6b4\uc601 \uc790\ub3d9\ud654\ub97c \uadf9\ub300\ud654\ud558\uace0 \uc788\uc73c\uba70, \uc55e\uc73c\ub85c \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc774 \uacb0\ud569\ub41c \ud558\uc774\ube0c\ub9ac\ub4dc \ud658\uacbd\uc740 \ub354\uc6b1 \ubcf4\ud3b8\ud654\ub420 \uc804\ub9dd\uc785\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \uacf5\uae09 \uc5c5\uccb4\ub4e4\uc740 \uc774\ubbf8 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc804\uc6a9 \uc194\ub8e8\uc158\uacfc \ud1b5\ud569 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\ub4e4\uc740 \ube44\uc6a9 \ud6a8\uc728\uc131 \ubc0f \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ud06c\uac8c \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ub450 \ubc88\uc9f8\ub85c, \uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \uba38\uc2e0\ub7ec\ub2dd(ML) \uae30\uc220\uc758 \uacb0\ud569\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub97c \ud55c\uce35 \ub354 \uc9c4\ud654\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI \uae30\ubc18 \ub85c\uadf8 \ubd84\uc11d, \uc608\uce21\uc801 \uc7a5\uc560 \ud0d0\uc9c0, \uadf8\ub9ac\uace0 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1\uacfc \uac19\uc740 \uae30\ub2a5\ub4e4\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ud658\uacbd\uc758 \uc548\uc815\uc131\uc744 \ub192\uc774\uace0, \uc6b4\uc601 \ube44\uc6a9\uc744 \uc808\uac10\ud558\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4. \ub610\ud55c, \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \ud589\ub3d9 \ubd84\uc11d\uacfc \ub9de\ucda4\ud615 \ucd94\ucc9c \uc11c\ube44\uc2a4\ub97c \uad6c\ud604\ud558\ub294 \uc0ac\ub840\ub4e4\uc774 \ub298\uc5b4\ub098\uace0 \uc788\uc73c\uba70, \uc774\ub294 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uac00 \ube44\uc988\ub2c8\uc2a4 \uacbd\uc7c1\ub825 \uac15\ud654\uc5d0 \uae30\uc5ec\ud558\ub294 \uc911\uc694\ud55c \uc694\uc18c\uc784\uc744 \uc785\uc99d\ud569\ub2c8\ub2e4.<\/p>\n\uc138 \ubc88\uc9f8\ub85c, \ubcf4\uc548\uacfc \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638\uc5d0 \ub300\ud55c \uc694\uad6c\uac00 \uc810\ucc28 \uac15\ud654\ub428\uc5d0 \ub530\ub77c, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c\ub3c4 \ubcf4\uc548 \uae30\uc220\uc5d0 \ub300\ud55c \ud22c\uc790\uac00 \ub354\uc6b1 \ud655\ub300\ub420 \uac83\uc785\ub2c8\ub2e4. \ubd84\uc0b0 \uc2dc\uc2a4\ud15c \ud658\uacbd\uc5d0\uc11c\uc758 \ubcf4\uc548 \ucde8\uc57d\uc810\uc744 \ud574\uacb0\ud558\uae30 \uc704\ud574, OAuth2, JWT, \uadf8\ub9ac\uace0 API \ubcf4\uc548 \uad00\ub9ac \ub3c4\uad6c\ub4e4\uc774 \ud544\uc218\uc801\uc73c\ub85c \ubc1c\uc804\ud560 \uc804\ub9dd\uc785\ub2c8\ub2e4. \ub610\ud55c, \ube14\ub85d\uccb4\uc778 \uae30\uc220\uc740 \ub370\uc774\ud130 \uc2e0\ub8b0\uc131 \ubc0f \uc778\uc99d \uce21\uba74\uc5d0\uc11c \uc0c8\ub85c\uc6b4 \ud328\ub7ec\ub2e4\uc784\uc73c\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc5d0 \ub3c4\uc785\ud558\ub294 \uc0ac\ub840\ub4e4\ub3c4 \uc99d\uac00\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<\/p>\n\ub124 \ubc88\uc9f8\ub85c, \uc11c\ube44\uc2a4 \uac04\uc758 \uc0c1\ud638\uc6b4\uc6a9\uc131\uacfc \ud45c\uc900\ud654\uac00 \ub354\uc6b1 \uc911\uc694\ud574\uc9c8 \uac83\uc785\ub2c8\ub2e4. \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uac00 \ub2e4\uc591\ud55c \uae30\uc220 \uc2a4\ud0dd\uacfc \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \ud63c\uc6a9\ud558\ub294 \uc0c1\ud669\uc5d0\uc11c, \ud1b5\ud569 \uc778\ud130\ud398\uc774\uc2a4\uc640 \ub370\uc774\ud130 \ud3ec\ub9f7\uc758 \ud45c\uc900\ud654\ub294 \uc2dc\uc2a4\ud15c \ubcf5\uc7a1\ub3c4\ub97c \ub0ae\ucd94\uace0, \uac1c\ubc1c \ubc0f \uc720\uc9c0\ubcf4\uc218\ub97c \uc6d0\ud65c\ud558\uac8c \ub9cc\ub4dc\ub294 \uc5f4\uc1e0\uc785\ub2c8\ub2e4. \ud604\uc7ac \ub2e4\uc591\ud55c \uc624\ud508 API\uc640 \ud45c\uc900 \ud504\ub808\uc784\uc6cc\ud06c\ub4e4\uc774 \uc81c\uc2dc\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uc55e\uc73c\ub85c \ub354\uc6b1 \ubc1c\uc804\ub418\uc5b4 \uc11c\ube44\uc2a4 \uac04\uc758 \ud6a8\uc728\uc801\uc778 \uc0c1\ud638\uc791\uc6a9\uc744 \ubcf4\uc7a5\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\ub2e4\uc12f \ubc88\uc9f8\ub85c, \uae30\uc5c5\ub4e4\uc774 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub97c \ub3c4\uc785\ud558\uba74\uc11c \uac00\uc7a5 \uae30\ub300\ud558\ub294 \ud6a8\uacfc \uc911 \ud558\ub098\ub294 \ube44\uc988\ub2c8\uc2a4 \ud601\uc2e0\uc785\ub2c8\ub2e4. \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub294 \ube60\ub978 \ubc30\ud3ec, \uc9c0\uc18d\uc801\uc778 \uac1c\uc120, \uadf8\ub9ac\uace0 \uc989\uac01\uc801\uc778 \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub97c \ud1b5\ud574 \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \ubbfc\ucca9\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \uc131\uacf5 \uc0ac\ub840\uc5d0\uc11c \ubcf4\ub4ef, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ub3c4\uc785 \ud6c4 \ubc30\ud3ec \uc8fc\uae30\uac00 \ud06c\uac8c \ub2e8\ucd95\ub418\uace0, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ubcf5\uad6c \uc2dc\uac04\uc774 \ud604\uc800\ud558\uac8c \uc904\uc5b4\ub4e4\uba70, \uad81\uadf9\uc801\uc73c\ub85c \uace0\uac1d \ub9cc\uc871\ub3c4\uc640 \ub9e4\ucd9c \uc99d\uac00\ub85c \uc774\uc5b4\uc9c4\ub2e4\ub294 \uc810\uc5d0\uc11c, \uc55e\uc73c\ub85c \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \uc774\ub97c \uc911\ucd94\uc801\uc778 \uc804\ub7b5\uc73c\ub85c \ucc44\ud0dd\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\uc5ec\uc12f \ubc88\uc9f8\ub85c, \uae30\uc220 \uc0dd\ud0dc\uacc4\uc758 \ud655\ub300\uc640 \ud568\uaed8 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uad00\ub828 \uc624\ud508 \uc18c\uc2a4 \ud504\ub85c\uc81d\ud2b8\uc640 \uc0c1\uc6a9 \uc194\ub8e8\uc158\ub4e4\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \ubc1c\uc804\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. Istio, Linkerd\uc640 \uac19\uc740 \uc11c\ube44\uc2a4 \uba54\uc2dc(Service Mesh) \uae30\uc220\uc740 \uc11c\ube44\uc2a4 \uac04\uc758 \ud1b5\uc2e0 \uad00\ub9ac\uc640 \ubcf4\uc548, \ubaa8\ub2c8\ud130\ub9c1\uc744 \ub354\uc6b1 \uc138\ubc00\ud558\uac8c \uc81c\uc5b4\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uace0 \uc788\uc73c\uba70, \uc774\ub7ec\ud55c \ub3c4\uad6c\ub4e4\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ud658\uacbd\uc5d0\uc11c \ud544\uc218\uc801\uc778 \uc778\ud504\ub77c \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\uc77c\uacf1 \ubc88\uc9f8\ub85c, \uae30\uc5c5 \ub0b4\ubd80\uc758 \ub514\uc9c0\ud138 \ud2b8\ub79c\uc2a4\ud3ec\uba54\uc774\uc158\uacfc \ud568\uaed8 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc124\uacc4 \ucca0\ud559\uc740 \uc870\uc9c1 \ubb38\ud654\uc640 \ud504\ub85c\uc138\uc2a4 \ud601\uc2e0\uc5d0\ub3c4 \uc601\ud5a5\uc744 \ubbf8\uce60 \uac83\uc785\ub2c8\ub2e4. DevOps, \uc560\uc790\uc77c(Agile) \uac1c\ubc1c \ubc29\ubc95\ub860, \uadf8\ub9ac\uace0 \uc9c0\uc18d\uc801 \ud1b5\ud569\/\ubc30\ud3ec(CI\/CD) \uc2dc\uc2a4\ud15c\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc640 \ud568\uaed8 \ub354\uc6b1 \uae34\ubc00\ud558\uac8c \uc5f0\ub3d9\ub418\uc5b4, \uc870\uc9c1 \uc804\uccb4\uc758 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\ub294 \uae30\ubc18\uc744 \ub9c8\ub828\ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\uc640 \ub3d9\uc2dc\uc5d0, \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac \uacb0\uc815\uacfc \uace0\uac1d \uc911\uc2ec\uc758 \ube44\uc988\ub2c8\uc2a4 \uc804\ub7b5\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \ub3c4\uc785 \ud6a8\uacfc\ub97c \uadf9\ub300\ud654\ud558\ub294 \ub370 \uae30\uc5ec\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\uc5ec\ub35f \ubc88\uc9f8\ub85c, \uae00\ub85c\ubc8c \uc2dc\uc7a5\uc5d0\uc11c\ub294 \uc774\ubbf8 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98 \ub3c4\uc785 \ud6c4 \uc5bb\uc740 \uc131\uacf5 \uacbd\ud5d8\uacfc \ud1b5\uacc4\ub4e4\uc774 \ubc1c\ud45c\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc0b0\uc5c5 \uc804\ubc18\uc5d0 \uac78\uccd0 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \ud6a8\uacfc\uac00 \uc785\uc99d\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc218\uc758 \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc774 \uc2dc\uc2a4\ud15c \uc7a5\uc560\uc728 \uac10\uc18c, \ubc30\ud3ec \uc8fc\uae30 \ub2e8\ucd95, \uadf8\ub9ac\uace0 \uc6b4\uc601 \ube44\uc6a9 \uc808\uac10\uc758 \ud6a8\uacfc\ub97c \ubcf4\uace0\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub7ec\ud55c \uc131\uacf5 \uc0ac\ub840\ub294 \uc55e\uc73c\ub85c\ub3c4 \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub97c \uc120\ud0dd\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc601\uac10\uc744 \uc81c\uacf5\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\uc544\ud649 \ubc88\uc9f8\ub85c, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc758 \ubc1c\uc804\uc740 \ub2e8\uae30\uc801\uc778 \uc774\uc810\uc744 \ub118\uc5b4 \uc7a5\uae30\uc801\uc778 \uacbd\uc7c1\ub825\uc744 \ud655\ubcf4\ud558\uae30 \uc704\ud55c \uc804\ub7b5\uc758 \ud575\uc2ec \ucd95\uc73c\ub85c \uc791\uc6a9\ud560 \uac83\uc785\ub2c8\ub2e4. \uae30\uc220 \ubc1c\uc804\uacfc \ud568\uaed8 \ubcc0\ud654\ud558\ub294 \uc0ac\uc6a9\uc790 \uc694\uad6c\uc640 \uc2dc\uc7a5 \ud658\uacbd\uc5d0 \ub300\uc751\ud558\uae30 \uc704\ud574, \uc9c0\uc18d\uc801\uc778 \uae30\uc220 \ud601\uc2e0\uacfc \uc870\uc9c1 \ub0b4\ubd80\uc758 \uc5ed\ub7c9 \uac15\ud654\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \ud601\uc2e0\uc801 \uc811\uadfc \ubc29\uc2dd\uc740 \ubbf8\ub798 \ub514\uc9c0\ud138 \ud2b8\ub79c\uc2a4\ud3ec\uba54\uc774\uc158\uc758 \ud575\uc2ec \ub3d9\ub825\uc73c\ub85c \uc791\uc6a9\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\uc5f4 \ubc88\uc9f8\ub85c, \ud5a5\ud6c4 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \ubc1c\uc804 \ubc29\ud5a5\uc740 \uae30\uc220\uacfc \ube44\uc988\ub2c8\uc2a4\uc758 \uacbd\uacc4\ub97c \ub118\ub098\ub4dc\ub294 \uc735\ud569 \ud601\uc2e0\uc744 \ucd09\uc9c4\ud560 \uac83\uc785\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc, AI, IoT \ub4f1 \ub2e4\uc591\ud55c \ucd5c\uc2e0 \uae30\uc220\uacfc\uc758 \ud1b5\ud569\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uac00 \ub354\uc6b1 \uac15\ub825\ud558\uace0 \uc720\uc5f0\ud55c \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc9c4\ud654\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \uae30\uc5c5\ub4e4\uc774 \ubbf8\ub798 \uc2dc\uc7a5\uc5d0\uc11c \uacbd\uc7c1\ub825\uc744 \uac16\ucd9c \uc218 \uc788\ub294 \uacb0\uc815\uc801\uc778 \uc694\uc18c\ub85c \uc791\uc6a9\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ubcf8 \uc139\uc158\uc744 \ud1b5\ud574 \uc81c\uc2dc\ud55c \ubbf8\ub798 \uc804\ub9dd\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uac00 \ub2e8\uc21c\ud55c \uae30\uc220 \ud2b8\ub80c\ub4dc\ub97c \ub118\uc5b4, \uc804\uccb4 \uc0b0\uc5c5 \uc0dd\ud0dc\uacc4\ub97c \ud601\uc2e0\ud558\ub294 \ucd09\ub9e4\uc81c\ub85c\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ub2f4\ub2f9\ud560 \uac83\uc784\uc744 \uc2dc\uc0ac\ud569\ub2c8\ub2e4. \ub9ce\uc740 \uc131\uacf5 \uc0ac\ub840\uc640 \ud1b5\uacc4\ub97c \ud1b5\ud574 \uc785\uc99d\ub41c \uac83\ucc98\ub7fc, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc124\uacc4 \ucca0\ud559\uc740 \uae30\uc5c5\ub4e4\uc774 \ub514\uc9c0\ud138 \uc2dc\ub300\uc5d0 \uc720\uc5f0\ud558\uac8c \ubcc0\ud654\ud558\uace0, \uace0\uac1d \uc911\uc2ec\uc758 \ud601\uc2e0\uc744 \uc2e4\ud604\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \uc804\ub7b5\uc784\uc744 \uc7ac\ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uc885\ud569\ud558\uba74, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub294 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ud658\uacbd, AI\uc640 \uba38\uc2e0\ub7ec\ub2dd, \ubcf4\uc548 \uac15\ud654, \ud45c\uc900\ud654, \uadf8\ub9ac\uace0 \uc870\uc9c1 \ubb38\ud654 \ud601\uc2e0 \ub4f1 \ub2e4\uc591\ud55c \uce21\uba74\uc5d0\uc11c \uc55e\uc73c\ub85c \ub354\uc6b1 \ubc1c\uc804\ud560 \uc804\ub9dd\uc785\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \ubc1c\uc804\uc740 \ub2e8\uae30\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc7a5\uae30\uc801\uc778 \ub514\uc9c0\ud138 \ud2b8\ub79c\uc2a4\ud3ec\uba54\uc774\uc158\uacfc \ud601\uc2e0\uc744 \uc774\ub044\ub294 \ud575\uc2ec \ub3d9\ub825\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc774 \uc774\ub7ec\ud55c \ubcc0\ud654\ub97c \uc120\uc81c\uc801\uc73c\ub85c \uc218\uc6a9\ud558\uace0, \uae30\uc220\uc801 \ud1b5\ucc30\uacfc \uc804\ub7b5\uc801 \uc811\uadfc \ubc29\uc2dd\uc744 \ud1b5\ud574 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud55c\ub2e4\uba74, \ubbf8\ub798 IT \uc2dc\uc7a5\uc5d0\uc11c \uc120\ub3c4\uc801\uc778 \uc704\uce58\ub97c \uc810\ud558\ub294 \uac83\uc740 \uc2dc\uac04\ubb38\uc81c\uc77c \uac83\uc785\ub2c8\ub2e4.<\/p>\n\ub9c8\uc9c0\ub9c9 \uc694\uc57d\uc73c\ub85c, \ubcf8 \uae00\uc5d0\uc11c\ub294 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc124\uacc4 \ucca0\ud559\uc758 \uae30\ubcf8 \uc6d0\uce59, \uc2e4\uc81c \uc131\uacf5 \uc0ac\ub840, \uad6c\uccb4\uc801\uc778 \uc2dc\uc2a4\ud15c \uc124\uacc4 \ubc0f \uad6c\ud604 \ubc29\uc548, \uadf8\ub9ac\uace0 \ubbf8\ub798 \uae30\uc220 \ud2b8\ub80c\ub4dc\uc640 \ubc1c\uc804 \ubc29\ud5a5\uc744 \ud3ed\ub113\uac8c \ub2e4\ub8e8\uc5c8\uc2b5\ub2c8\ub2e4. \uac01 \uc139\uc158\uc5d0\uc11c \uc81c\uc2dc\ub41c \uc0ac\ub840 \uc5f0\uad6c\uc640 \ud1b5\uacc4, \uadf8\ub9ac\uace0 \uc2e4\uc81c \ucf54\ub4dc \uc608\uc81c\ub4e4\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uac00 \ud604\ub300 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c \uac16\ub294 \uc911\uc694\uc131\uacfc \uadf8 \uc2e4\uc9c8\uc801 \ud6a8\uacfc\ub97c \uba85\ud655\ud558\uac8c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud1b5\ucc30\uc740 \uae30\uc220 \uad00\ub9ac\uc790, \uac1c\ubc1c\uc790, \uadf8\ub9ac\uace0 \uacbd\uc601\uc9c4 \ubaa8\ub450\uc5d0\uac8c \ud5a5\ud6c4 \ub514\uc9c0\ud138 \uc804\ub7b5\uc758 \ubc29\ud5a5\uc131\uc744 \uc81c\uc2dc\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\uacb0\ub860\uc801\uc73c\ub85c, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub294 \ubd84\ub9ac\ub41c \ucc45\uc784, \uc778\ud130\ud398\uc774\uc2a4\uc758 \uba85\ud655\uc131, \ub370\uc774\ud130 \ub3c5\ub9bd\uc131, \uc7a5\uc560 \uaca9\ub9ac, \uadf8\ub9ac\uace0 \ud655\uc7a5\uc131\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uccb4\uacc4\uc801\uc778 \uc124\uacc4 \ucca0\ud559\uc744 \ud1b5\ud574, \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc5d0\uc11c \uae30\uc5c5\ub4e4\uc774 \ud6a8\uc728\uc801\uc774\uace0 \ubbfc\ucca9\ud558\uac8c \uc6b4\uc601\ub420 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \ud575\uc2ec \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\ub4e4\uc740 \uc2dc\uc7a5 \uacbd\uc7c1\ub825\uc740 \ubb3c\ub860, \uace0\uac1d \uc2e0\ub8b0\ub97c \uc5bb\uace0 \uc9c0\uc18d\uc801\uc778 \uc131\uc7a5\uc744 \ub3c4\ubaa8\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\uc55e\uc73c\ub85c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc758 \uae30\uc220\uc801 \ubc1c\uc804\uacfc \ub354\ubd88\uc5b4, \ub2e4\uc591\ud55c \ud601\uc2e0 \uc0ac\ub840\ub4e4\uc774 \uacc4\uc18d\ud574\uc11c \ubc1c\ud45c\ub420 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \uc774\ub97c \uc801\uadf9\uc801\uc73c\ub85c \uc900\ube44\ud558\uace0 \ub3c4\uc785\ud568\uc73c\ub85c\uc368, \ubcf5\uc7a1\ud55c \ube44\uc988\ub2c8\uc2a4 \ubb38\uc81c\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud574\uacb0\ud558\ub294 \ub3d9\uc2dc\uc5d0, \ubbf8\ub798 IT \uc0dd\ud0dc\uacc4\uc758 \uc120\ub450\uc8fc\uc790\ub85c \uc790\ub9ac\ub9e4\uae40\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\uc774\uc0c1\uc73c\ub85c, \ubcf8 \uae00\uc740 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc124\uacc4 \ucca0\ud559\uc5d0 \ub300\ud55c \uae30\uc220\uc801 \ud1b5\ucc30\uacfc \uc131\uacf5 \uc0ac\ub840\ub97c \ubc14\ud0d5\uc73c\ub85c, \ud5a5\ud6c4 \ubc1c\uc804 \uac00\ub2a5\ud55c \ubc29\ud5a5\uacfc \uad6c\uccb4\uc801\uc778 \uad6c\ud604 \ubc29\uc548\uc744 \uc81c\uc2dc\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub3c5\uc790 \uc5ec\ub7ec\ubd84\uaed8\uc11c \uc774 \uae00\uc744 \ud1b5\ud574 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc758 \uc2e4\uccb4\ub97c \uae4a\uc774 \uc788\uac8c \uc774\ud574\ud558\uace0, \uc790\uc2e0\ub9cc\uc758 \ud601\uc2e0\uc801\uc778 \uc2dc\uc2a4\ud15c \uad6c\ucd95\uc5d0 \ud55c \uac78\uc74c \ub354 \ub2e4\uac00\uac08 \uc218 \uc788\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4.<\/p>\n\uac15\ub825\ud55c \uc694\uc57d:<\/strong> \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98\ub294 \ud604\ub300 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc124\uacc4\uc758 \ud544\uc218 \uc694\uc18c\ub85c \uc790\ub9ac\uc7a1\uace0 \uc788\uc73c\uba70, \ubd84\ub9ac\ub41c \uc11c\ube44\uc2a4 \uae30\ubc18 \uad6c\uc870, \ub2e4\uc591\ud55c \ud1b5\uc2e0 \ubc0f \ub370\uc774\ud130 \uad00\ub9ac \uae30\ubc95, \uadf8\ub9ac\uace0 \uc790\ub3d9\ud654\ub41c \ubc30\ud3ec \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud574 \uae30\uc5c5\ub4e4\uc774 \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc5d0 \ud6a8\uacfc\uc801\uc73c\ub85c \ub300\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \uc131\uacf5 \uc0ac\ub840\uc640 \uc2e4\uc81c \uad6c\ud604 \uc608\uc81c\ub294 \uc774 \uc544\ud0a4\ud14d\ucc98\uc758 \uc720\uc5f0\uc131\uacfc \ud655\uc7a5\uc131\uc744 \uc785\uc99d\ud558\uba70, \uc55e\uc73c\ub85c\uc758 \ubc1c\uc804 \ubc29\ud5a5\uacfc \ud601\uc2e0\uc801 \uae30\uc220 \ud1b5\ud569\uc758 \uac00\ub2a5\uc131\uc744 \uc81c\uc2dc\ud569\ub2c8\ub2e4. \ucd5c\uc885\uc801\uc73c\ub85c, \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub294 \ub514\uc9c0\ud138 \ud2b8\ub79c\uc2a4\ud3ec\uba54\uc774\uc158 \uc2dc\ub300\uc5d0 \uae30\uc5c5\ub4e4\uc774 \uacbd\uc7c1\ub825\uacfc \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\uae30 \uc704\ud55c \ud575\uc2ec \uc804\ub7b5\uc73c\ub85c \uc790\ub9ac\ub9e4\uae40\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"\uae30\uc220\uc801 \ud1b5\ucc30\uacfc \uc2e4\uc81c \uc131\uacf5 \uc0ac\ub840\ub97c \ud1b5\ud574 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc124\uacc4 \ucca0\ud559\uc758 \ud575\uc2ec \uc6d0\ub9ac\uc640 \ud601\uc2e0 \uc804\ub7b5\uc744 \uc548\ub0b4\ud558\ub294 \ud1b5\ud569 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