\ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d\uc73c\ub85c \ucd5c\uc801\ud654\ub97c \uc774\ub8e8\ub294 MSA \uac1c\uc120 \uc804\ub7b5<\/title><\/p>\n<h1 id=\"%eb%8f%84%ec%9e%85-%ed%9b%84-%ec%84%b1%eb%8a%a5-%eb%b6%84%ec%84%9d%ec%9c%bc%eb%a1%9c-%ec%b5%9c%ec%a0%81%ed%99%94%eb%a5%bc-%ec%9d%b4%eb%a3%a8%eb%8a%94-msa-%ea%b0%9c%ec%84%a0-%ec%a0%84%eb%9e%b5-WhuYXFmnQI\">\ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d\uc73c\ub85c \ucd5c\uc801\ud654\ub97c \uc774\ub8e8\ub294 MSA \uac1c\uc120 \uc804\ub7b5<\/h1>\n<img decoding=\"async\" src=\"https:\/\/8gfg.shop\/blog\/wp-content\/uploads\/2025\/03\/eb8f84ec9e85-ed9b84-ec84b1eb8aa5-ebb684ec849dec9cbceba19c-ecb59ceca081ed9994eba5bc-ec9db4eba3a8eb8a94-msa-eab09cec84a0-eca084eb9eb5.jpeg\" alt=\"\ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d\uc73c\ub85c \ucd5c\uc801\ud654\ub97c \uc774\ub8e8\ub294 MSA \uac1c\uc120 \uc804\ub7b5\" \/><\/p>\n <\/p>\n<h2 id=\"1-msa%ec%9d%98-%eb%8f%84%ec%9e%85-%eb%b0%b0%ea%b2%bd-%eb%b0%8f-%ea%b0%9c%eb%85%90-%ec%9d%b4%ed%95%b4-WhuYXFmnQI\">1. MSA\uc758 \ub3c4\uc785 \ubc30\uacbd \ubc0f \uac1c\ub150 \uc774\ud574<\/h2>\n\n \ucd5c\uadfc IT \uc0b0\uc5c5 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc2a4\ud15c\uc758 \ubcf5\uc7a1\uc131\uc774 \uc99d\uac00\ud558\uba74\uc11c, \ub2e8\uc77c \ubaa8\ub180\ub9ac\uc2dd(monolithic) \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uace0\uc790 MSA(Microservices Architecture)\uac00 \uac01\uad11\ubc1b\uae30 \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4. MSA\ub294 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc744 \uc791\uace0 \ub3c5\ub9bd\uc801\uc778 \uc11c\ube44\uc2a4 \ub2e8\uc704\ub85c \ubd84\ud574\ud558\uc5ec \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubc30\ud3ec, \ud655\uc7a5, \uc720\uc9c0\ubcf4\uc218 \ub420 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uc544\ud0a4\ud14d\ucc98 \ud328\ub7ec\ub2e4\uc784\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc870\uc9c1\uc740 \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \uc2dc\uc7a5 \ud658\uacbd\uc5d0 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uace0, \uac01\uac01\uc758 \uc11c\ube44\uc2a4\uac00 \ud2b9\uc815 \uc5c5\ubb34 \ub3c4\uba54\uc778\uc5d0 \uc9d1\uc911\ud568\uc73c\ub85c\uc368 \uac1c\ubc1c \uc0dd\uc0b0\uc131\uacfc \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n MSA\uc758 \ub3c4\uc785 \ubc30\uacbd\uc740 \uc5ec\ub7ec \uac00\uc9c0 \uc694\uc778\uc5d0 \uae30\uc778\ud569\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \ubaa8\ub180\ub9ac\uc2dd \uc2dc\uc2a4\ud15c\uc740 \ud558\ub098\uc758 \ucf54\ub4dc \ubca0\uc774\uc2a4\uc5d0 \ubaa8\ub4e0 \uae30\ub2a5\uc774 \ud1b5\ud569\ub418\uc5b4 \uc788\uc5b4, \ud2b9\uc815 \ubaa8\ub4c8\uc758 \ubcc0\uacbd\uc774\ub098 \uae30\ub2a5 \ucd94\uac00 \uc2dc \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uacbd\uc6b0\uac00 \ube48\ubc88\ud588\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uac1c\ubc1c \ud300\uc774 \ucee4\uc9d0\uc5d0 \ub530\ub77c \ud611\uc5c5\uc5d0 \uc5b4\ub824\uc6c0\uc774 \ubc1c\uc0dd\ud558\uace0, \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc744 \ube60\ub974\uac8c \uc81c\uacf5\ud558\uae30 \uc5b4\ub835\ub2e4\ub294 \ub2e8\uc810\uc744 \ub178\ucd9c\ud588\uc2b5\ub2c8\ub2e4. \ubc18\uba74, MSA\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ubd84\ub9ac\ub418\uc5b4 \uc788\uc5b4 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub418\ubbc0\ub85c \ubcc0\uacbd\uacfc \ud655\uc7a5\uc774 \uc6a9\uc774\ud558\uba70, \ub2e4\ub978 \ud300\ub4e4\uc774 \ub3d9\uc2dc\uc5d0 \uc11c\ub85c \ub2e4\ub978 \uc11c\ube44\uc2a4\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub294 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.\n <\/p>\n\n \ub3c4\uc785 \ucd08\uae30 MSA\ub294 \ub300\uaddc\ubaa8 \ud2b8\ub798\ud53d\uc744 \uac10\ub2f9\ud558\ub294 \uc2dc\uc2a4\ud15c \uad6c\ucd95\uc744 \uc704\ud55c \uadfc\ubcf8\uc801\uc778 \ubc29\ubc95\ub860\uc73c\ub85c \ub4f1\uc7a5\ud588\uc2b5\ub2c8\ub2e4. \ub300\ud615 \uc778\ud130\ub137 \uae30\uc5c5\uc774\ub098 \uae00\ub85c\ubc8c IT \uae30\uc5c5\ub4e4\uc774 \ube60\ub978 \ube44\uc988\ub2c8\uc2a4 \ubcc0\ud654\ub97c \uc704\ud574 \ub3c4\uc785\ud558\uba74\uc11c, MSA\ub294 \uadf8 \uc720\uc5f0\uc131\uacfc \ud655\uc7a5\uc131\uc73c\ub85c \uc8fc\ubaa9\ubc1b\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c Netflix, Amazon, Google\uacfc \uac19\uc740 \uae30\uc5c5\ub4e4\uc740 MSA\ub97c \ucc44\ud0dd\ud558\uc5ec \ubcf4\ub2e4 \ud0c4\ub825\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc744 \uac00\ub2a5\ud558\uac8c \ud588\uc73c\uba70, \uc774\ub7ec\ud55c \uc131\uacf5 \uc0ac\ub840\ub4e4\uc774 \ud6c4\uc18d \uc5f0\uad6c \ubc0f \ub3c4\uc785\uc758 \ub3d9\ub825\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n MSA\uc758 \ud575\uc2ec\uc740 \u2018\uc11c\ube44\uc2a4 \ubd84\ub9ac\u2019\uc640 \u2018\ub3c5\ub9bd\uc801 \ubc30\ud3ec\u2019\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubd84\uc0b0 \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c\ub294 \uc11c\ube44\uc2a4 \uac04\uc758 \ud1b5\uc2e0\uc774 \uc911\uc694\ud574\uc9c0\uba70, \uc774\ub97c \uc704\ud574 \uacbd\ub7c9\ud654\ub41c \ud1b5\uc2e0 \ud504\ub85c\ud1a0\ucf5c\uacfc API \uac8c\uc774\ud2b8\uc6e8\uc774, \uba54\uc2dc\uc9c0 \ud050 \ub4f1 \ub2e4\uc591\ud55c \uc2dc\uc2a4\ud15c \ucef4\ud3ec\ub10c\ud2b8\ub4e4\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \uc11c\ube44\uc2a4 \uac04\uc758 \uc758\uc874\uc131\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc\uc5d0\ub3c4 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc904\uc77c \uc218 \uc788\uc73c\uba70, \uc2e0\uc18d\ud55c \uc5d0\ub7ec \ubcf5\uad6c\uc640 \uac1c\uc120 \uc791\uc5c5\uc774 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4.\n <\/p>\n\n \ub610\ud55c, MSA\ub97c \ub3c4\uc785\ud568\uc73c\ub85c\uc368 \uc790\uc5f0\uc2a4\ub7fd\uac8c DevOps, CI\/CD(\uc9c0\uc18d\uc801 \ud1b5\ud569\/\uc9c0\uc18d\uc801 \ubc30\ud3ec) \uac19\uc740 \ucd5c\uc2e0 \uac1c\ubc1c \ubb38\ud654\uac00 \uc815\ucc29\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\ud654\ub294 \uac1c\ubc1c\ubd80\ud130 \uc6b4\uc601\uae4c\uc9c0\uc758 \uc804 \uacfc\uc815\uc744 \uc790\ub3d9\ud654\ud558\uace0, \uc11c\ube44\uc2a4 \uac1c\uc120\uc5d0 \ud544\uc694\ud55c \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub97c \ub354\uc6b1 \ube60\ub974\uac8c \uad6c\ucd95\ud558\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1, \ub85c\uadf8 \ubd84\uc11d, \ud2b8\ub808\uc774\uc2f1 \ub4f1 \uc5ec\ub7ec \uc6b4\uc601 \ub3c4\uad6c\uac00 \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc774\ub294 \ub370 \uae30\uc5ec\ud558\uba70, \uad81\uadf9\uc801\uc73c\ub85c \uc11c\ube44\uc2a4 \ud488\uc9c8\uc758 \uc804\ubc18\uc801\uc778 \ud5a5\uc0c1\uc5d0 \ud070 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.\n <\/p>\n\n \uc2e4\uc81c MSA \ub3c4\uc785 \uc0ac\ub840\ub97c \uc0b4\ud3b4\ubcf4\uba74, \ud55c \uae08\uc735\ud68c\uc0ac\ub294 \uae30\uc874\uc758 \ub2e8\uc77c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 MSA \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc804\ud658\ud568\uc73c\ub85c\uc368 \uc2e0\uaddc \uae30\ub2a5\uc744 \uc6d4 \ub2e8\uc704\uc5d0\uc11c \uc8fc \ub2e8\uc704\ub85c \ucd9c\uc2dc\ud558\uace0, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ubb38\uc81c \ud574\uacb0 \uc2dc\uac04\uc744 70% \uc774\uc0c1 \ub2e8\ucd95\ud55c \uc0ac\ub840\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc131\uacf5 \uc0ac\ub840\ub294 MSA\uac00 \ub2e8\uc21c\ud788 \uae30\uc220\uc801 \ubcc0\ud654\ubfd0 \uc544\ub2c8\ub77c \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4 \uac1c\uc120\uc5d0\ub3c4 \uae0d\uc815\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce5c\ub2e4\ub294 \uc0ac\uc2e4\uc744 \uc99d\uba85\ud569\ub2c8\ub2e4.\n <\/p>\n\n MSA\uc758 \ud2b9\uc9d5 \uc911 \ud558\ub098\ub294 \ubd84\uc0b0 \uc2dc\uc2a4\ud15c \ud2b9\uc720\uc758 \ubcf5\uc7a1\uc131\uc744 \ub0b4\ud3ec\ud558\uace0 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc11c\ube44\uc2a4 \uac04\uc758 \ub124\ud2b8\uc6cc\ud06c \ud638\ucd9c, \ub370\uc774\ud130 \uc77c\uad00\uc131 \ubb38\uc81c, \ubd84\uc0b0 \ud2b8\ub79c\uc7ad\uc158 \ub4f1\uc758 \ub3c4\uc804 \uacfc\uc81c\uac00 \ub4a4\ub530\ub974\uae30 \ub9c8\ub828\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c MSA \ub3c4\uc785 \uc804\uc5d0\ub294 \uccb4\uacc4\uc801\uc778 \uc124\uacc4\uc640 \uc804\ub7b5\uc801\uc778 \uacc4\ud68d\uc774 \ud544\uc218\uc801\uc774\ub77c\uace0 \ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \uc704\ud55c \ucd08\uae30 \ubd84\uc11d\uacfc \uc544\ud0a4\ud14d\ucc98 \uc124\uacc4 \ub2e8\uacc4\uc5d0\uc11c \ucda9\ubd84\ud55c \ub17c\uc758\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.\n <\/p>\n\n \ub610\ud55c, MSA\ub294 \uae30\uc220 \uc2a4\ud0dd\uc758 \ub2e4\uc591\uc131\uc744 \ud5c8\uc6a9\ud558\uae30 \ub54c\ubb38\uc5d0 \uac01 \uc11c\ube44\uc2a4\ubcc4\ub85c \ucd5c\uc801\uc758 \uc5b8\uc5b4\uc640 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uc7a5\uc810\uc774 \uc788\uc9c0\ub9cc, \ub3d9\uc2dc\uc5d0 \uc774\ub7ec\ud55c \ubd84\uc0b0\ub41c \uae30\uc220 \ud658\uacbd\uc740 \uc77c\uad00\ub41c \uc6b4\uc601\uacfc \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc5b4\ub824\uc6cc\uc9c0\uac8c \ub9cc\ub4ed\ub2c8\ub2e4. \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \ubc29\ubc95\uc73c\ub85c\ub294 \uacf5\ud1b5 \uae30\ubc18\uc758 \ud1b5\ud569 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c \ub3c4\uc785\uacfc \uc11c\ube44\uc2a4 \uac04 \ub370\uc774\ud130 \ud45c\uc900\ud654 \uc791\uc5c5\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.\n <\/p>\n\n \uc885\ud569\uc801\uc73c\ub85c \uc0b4\ud3b4\ubcfc \ub54c, MSA\uc758 \ub3c4\uc785 \ubc30\uacbd\uacfc \uac1c\ub150 \uc774\ud574\ub294 \ub2e8\uc21c\ud788 \uae30\uc220 \uc804\ud658\uc758 \ubb38\uc81c\uac00 \uc544\ub2c8\ub77c, \uc870\uc9c1 \uad6c\uc870\uc640 \uc5c5\ubb34 \ud504\ub85c\uc138\uc2a4 \uc804\ubc18\uc758 \ud601\uc2e0\uacfc\ub3c4 \ub9de\ub2ff\uc544 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcc0\ud654\ub294 \ub370\uc774\ud130 \uc911\uc2ec\uc758 \uc758\uc0ac \uacb0\uc815, \uc2e4\uc2dc\uac04 \ubd84\uc11d \ubc0f \uace0\uac1d \uc911\uc2ec\uc758 \uc6b4\uc601 \uc804\ub7b5\uacfc \uacb0\ud569\ub418\uc5b4 \uae30\uc5c5 \uacbd\uc7c1\ub825 \uac15\ud654\uc758 \ud575\uc2ec \uc694\uc778\uc73c\ub85c \uc790\ub9ac\ub9e4\uae40\ud569\ub2c8\ub2e4.\n <\/p>\n\n \ub9c8\uc9c0\ub9c9\uc73c\ub85c, MSA\ub294 \ub2e8\uae30\uc801\uc778 \ube44\uc6a9 \uc808\uac10\uc774\ub098 \uc131\ub2a5 \ud5a5\uc0c1\ubfd0 \uc544\ub2c8\ub77c, \uc7a5\uae30\uc801\uc778 \uae30\uc220 \ubd80\ucc44 \uac10\uc18c\uc640 \uc9c0\uc18d \uac00\ub2a5\ud55c \uc2dc\uc2a4\ud15c \uc6b4\uc601\uc744 \uc704\ud55c \uae30\ubc18\uc744 \ub9c8\ub828\ud574 \uc90d\ub2c8\ub2e4. \ube44\ub85d \ucd08\uae30 \ub3c4\uc785 \uc2dc\uc5d0\ub294 \uc2dc\uc2a4\ud15c \ubcf5\uc7a1\ub3c4 \uc99d\uac00\uc640 \uc6b4\uc601 \ube44\uc6a9 \uc99d\ub300 \ub4f1\uc758 \ub3c4\uc804 \uacfc\uc81c\uac00 \uc874\uc7ac\ud558\uc9c0\ub9cc, \uccb4\uacc4\uc801\uc778 \ub3c4\uc785 \uc804\ub7b5\uacfc \uc131\ub2a5 \ubd84\uc11d \uae30\ubc95\uc744 \ub3c4\uc785\ud558\uba74 \uc774\ub7ec\ud55c \ub2e8\uc810\uc744 \uadf9\ubcf5\ud558\uace0 \ubbf8\ub798 \uc9c0\ud5a5\uc801\uc778 IT \uc778\ud504\ub77c\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \uacb0\ub860\uc801\uc73c\ub85c, MSA\uc758 \ub3c4\uc785\uc740 \ubcc0\ud654\ud558\ub294 \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c \uc0ac\ud56d\uacfc \uae30\uc220 \ud658\uacbd\uc5d0 \ud6a8\uacfc\uc801\uc73c\ub85c \ub300\uc751\ud558\uae30 \uc704\ud55c \ud544\uc5f0\uc801\uc778 \uc120\ud0dd\uc774\uba70, \uc774\ub97c \uc704\ud574 \ucca0\uc800\ud55c \uc0ac\uc804 \uc900\ube44\uc640 \uc9c0\uc18d\uc801\uc778 \uc131\ub2a5 \ubd84\uc11d, \ucd5c\uc801\ud654 \uc804\ub7b5\uc774 \ubc18\ub4dc\uc2dc \ub3d9\ubc18\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc55e\uc73c\ub85c\uc758 \uc139\uc158\uc5d0\uc11c\ub294 \ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d\uc758 \uc911\uc694\uc131\uacfc \uad6c\uccb4\uc801\uc778 \uc811\uadfc \ubc29\ubc95, \uadf8\ub9ac\uace0 \uc2e4\uc81c \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud1b5\ud574 MSA \uac1c\uc120 \uc804\ub7b5\uc758 \uc2e4\uc9c8\uc801 \ud6a8\uacfc\uc640 \ubbf8\ub798 \ubc1c\uc804 \uac00\ub2a5\uc131\uc744 \uc2ec\ub3c4 \uc788\uac8c \ub2e4\ub8e8\uc5b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.\n <\/p>\n <\/p>\n<h2 id=\"2-%eb%8f%84%ec%9e%85-%ed%9b%84-%ec%84%b1%eb%8a%a5-%eb%b6%84%ec%84%9d%ec%9d%98-%ec%a4%91%ec%9a%94%ec%84%b1-%eb%b0%8f-%ec%a0%91%ea%b7%bc-%eb%b0%a9%eb%b2%95-WhuYXFmnQI\">2. \ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d\uc758 \uc911\uc694\uc131 \ubc0f \uc811\uadfc \ubc29\ubc95<\/h2>\n\n MSA \uc2dc\uc2a4\ud15c\uc744 \uc131\uacf5\uc801\uc73c\ub85c \ub3c4\uc785\ud55c \ud6c4\uc5d0 \uac00\uc7a5 \uc911\uc694\ud55c \uacfc\uc815 \uc911 \ud558\ub098\ub294 \ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d\uc785\ub2c8\ub2e4. \uc11c\ube44\uc2a4\uac00 \uac1c\ubcc4\uc801\uc73c\ub85c \uc6b4\uc601\ub418\ub2e4 \ubcf4\ub2c8 \uac01 \uc11c\ube44\uc2a4\uc758 \uc751\ub2f5 \uc2dc\uac04, \ucc98\ub9ac\ub7c9, \uc7a5\uc560\uc728 \ub4f1\uc758 \ud575\uc2ec \uc131\ub2a5 \uc9c0\ud45c(KPI)\ub97c \uc815\ud655\ud558\uac8c \uce21\uc815\ud558\uace0 \ubd84\uc11d\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc131\ub2a5 \ubd84\uc11d\uc740 \ub2e8\uc21c\ud788 \ud604\uc7ac\uc758 \uc0c1\ud0dc\ub97c \uc810\uac80\ud558\ub294 \uac83\uc5d0 \uadf8\uce58\uc9c0 \uc54a\uace0, \uc2dc\uc2a4\ud15c \uc804\uccb4\uc758 \ud750\ub984\uacfc \ubcd1\ubaa9 \ud604\uc0c1\uc744 \ud30c\uc545\ud558\uc5ec \uc9c0\uc18d \uac00\ub2a5\ud55c \uac1c\uc120 \ubc29\ud5a5\uc744 \uc81c\uc2dc\ud558\ub294 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.\n <\/p>\n\n \uccab \ubc88\uc9f8\ub85c \uc131\ub2a5 \ubd84\uc11d\uc744 \ud1b5\ud574 \ubc1c\uacac\ub418\ub294 \uc8fc\uc694 \uc774\uc288\ub294 \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0, \ub370\uc774\ud130 \uc77c\uad00\uc131 \ubb38\uc81c, \uc11c\ube44\uc2a4 \ud638\ucd9c \uac04\uc758 \ube44\ud6a8\uc728\uc131, \uce90\uc2f1 \uc804\ub7b5 \ubd80\uc7ac \ub4f1\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\ub4e4\uc740 \ub2e8\uc77c \uc11c\ube44\uc2a4\uc758 \ubb38\uc81c\uc5d0\uc11c \uc2dc\uc791\ub420 \uc218 \uc788\uc73c\ub098, \uc804\uccb4 \uc544\ud0a4\ud14d\ucc98\uc5d0 \ubbf8\uce58\ub294 \ud30c\uae09 \ud6a8\uacfc\ub294 \ub9e4\uc6b0 \ud07d\ub2c8\ub2e4. \ub530\ub77c\uc11c \ucd08\uae30 \ub3c4\uc785 \ud6c4 \ube60\ub978 \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub97c \uad6c\ucd95\ud558\uace0, \uc8fc\uae30\uc801\uc778 \ubd84\uc11d\uc744 \ud1b5\ud574 \ubb38\uc81c\uc758 \uadfc\ubcf8 \uc6d0\uc778\uc744 \ucc3e\uc544\ub0b4\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.\n <\/p>\n\n \uc131\ub2a5 \ubd84\uc11d\uc758 \uc811\uadfc \ubc29\ubc95\uc740 \ud06c\uac8c \ub450 \uac00\uc9c0\ub85c \ub098\ub20c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uccab \ubc88\uc9f8\ub294 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \ud65c\uc6a9\ud55c \uc9c0\uc18d\uc801\uc778 \ub370\uc774\ud130 \uc218\uc9d1\uacfc \ubd84\uc11d\uc774\uba70, \ub450 \ubc88\uc9f8\ub294 \ud2b9\uc815 \uc774\ubca4\ud2b8\ub098 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc2e4\uc2dc\ud558\ub294 \ud3ec\ub80c\uc2dd \ubd84\uc11d\uc785\ub2c8\ub2e4. \uac01 \ubc29\ubc95\ub860\uc740 \uc11c\ub85c \ubcf4\uc644\uc801\uc778 \uc5ed\ud560\uc744 \ud558\uba70, \ub458 \ub2e4 \uccb4\uacc4\uc801\uc778 \ub3c4\uad6c\uc640 \uae30\uc220\uc758 \uc9c0\uc6d0\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4.\n <\/p>\n\n \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud574\uc11c\ub294 APM(Application Performance Monitoring) \ub3c4\uad6c\ub97c \ub3c4\uc785\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub4e4\uc740 \uac01 \uc11c\ube44\uc2a4\uc758 \uc751\ub2f5 \uc2dc\uac04, \ucc98\ub9ac\ub7c9, \uc624\ub958\uc728 \ub4f1\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\ud654\ud558\uace0, \uc0ac\uc6a9\uc790\uac00 \uc54c\ub78c\uc744 \ud1b5\ud574 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \ube60\ub974\uac8c \uac10\uc9c0\ud560 \uc218 \uc788\uac8c \ub3c4\uc640\uc90d\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Grafana, Prometheus, New Relic \ub4f1\uacfc \uac19\uc740 \ub3c4\uad6c\ub4e4\uc774 \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub4e4\uc740 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ub300\uc2dc\ubcf4\ub4dc \uad6c\ucd95\uc5d0 \ub6f0\uc5b4\ub09c \uc5ed\ub7c9\uc744 \ubcf4\uc785\ub2c8\ub2e4.\n <\/p>\n\n \ub610 \ub2e4\ub978 \uc911\uc694\ud55c \ubd84\uc11d \uc218\ub2e8\uc740 \ub85c\uae45\uacfc \ud2b8\ub808\uc774\uc2f1 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ubd84\uc0b0 \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \ud638\ucd9c \uad00\uacc4\ub97c \ud30c\uc545\ud558\uae30 \uc704\ud574\uc11c\ub294, \ub85c\uadf8\ub97c \uc911\uc559\uc9d1\uc911\uc2dd\uc73c\ub85c \uad00\ub9ac\ud558\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \uc2dc\uc2a4\ud15c\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. Elastic Stack(ELK)\uc640 \uac19\uc740 \ub85c\uadf8 \uc218\uc9d1 \ubc0f \ubd84\uc11d \ud234\uc740 \uc774\ub7ec\ud55c \uc694\uad6c\ub97c \ucda9\uc871\uc2dc\ud0a4\uba70, \uac1c\ubc1c\uc790\uc640 \uc6b4\uc601\ud300\uc774 \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \ud2b8\ub79c\uc7ad\uc158 \ud750\ub984\uc744 \ucd94\uc801\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.\n <\/p>\n\n \uc774\uc640 \ud568\uaed8, \ud2b9\uc815 \ucf54\ub4dc \ube14\ub85d\uc774\ub098 \ud568\uc218\uc758 \uc131\ub2a5 \ucd5c\uc801\ud654\ub97c \uc704\ud574 \ud504\ub85c\ud30c\uc77c\ub9c1 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\ub294 \uac83\ub3c4 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Python \uae30\ubc18\uc758 \uc11c\ube44\uc2a4\uc5d0\uc11c\ub294 cProfile, Py-Spy \ub4f1\uc758 \ub3c4\uad6c\ub85c \ubcd1\ubaa9 \uad6c\uac04\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ucf54\ub4dc \ub9ac\ud329\ud1a0\ub9c1\uc774\ub098 \ucd5c\uc801\ud654 \ubc29\ubc95\uc744 \ub3c4\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798\ub294 \uac04\ub2e8\ud55c \ucf54\ub4dc \uc608\uc81c\uc640 \uac00\uc774\ub4dc\ub97c \ud3ec\ud568\ud55c \uc608\uc2dc\uc785\ub2c8\ub2e4.\n <\/p>\n<pre>\n <code>\n# Python\uc744 \ud65c\uc6a9\ud55c \uac04\ub2e8\ud55c \uc131\ub2a5 \ubd84\uc11d \ucf54\ub4dc \uc608\uc81c\nimport time\nimport random\nimport logging\n\ndef process_request():\n start_time = time.time()\n # \ubb34\uc791\uc704\ub85c \uc9c0\uc5f0 \uc2dc\uac04\uc744 \uc124\uc815\ud558\uc5ec \ucc98\ub9ac \uc2dc\uac04\uc744 \uc2dc\ubbac\ub808\uc774\uc158\n delay = random.uniform(0.05, 0.2)\n time.sleep(delay)\n end_time = time.time()\n logging.info(\"\uc694\uccad \ucc98\ub9ac \uc2dc\uac04: %.4f \ucd08\", end_time - start_time)\n\nif __name__ == \"__main__\":\n logging.basicConfig(level=logging.INFO)\n for _ in range(100):\n process_request()\n <\/code>\n <\/pre>\n<\/p>\n\n \uc704\uc758 \uc608\uc81c \ucf54\ub4dc\ub294 \ub2e8\uc21c\ud558\uc9c0\ub9cc, \uc2e4\uc81c \uc6b4\uc601\ud658\uacbd\uc5d0\uc11c\ub294 \uc218\ub9ce\uc740 \uc11c\ube44\uc2a4 \uc694\uccad\uc774 \ubcd1\ub82c\ub85c \ucc98\ub9ac\ub418\uba70, \uc131\ub2a5 \ubd84\uc11d \ub370\uc774\ud130\uc758 \uc591\uacfc \ubcf5\uc7a1\ub3c4\ub294 \uae30\ud558\uae09\uc218\uc801\uc73c\ub85c \uc99d\uac00\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c, \ub85c\uadf8 \uc218\uc9d1, \uc911\uc559 \uc9d1\uc911\ud654\ub41c \ubd84\uc11d \uc2dc\uc2a4\ud15c, \uadf8\ub9ac\uace0 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18\uc758 \uc774\uc0c1 \ud0d0\uc9c0 \uc54c\uace0\ub9ac\uc998 \ub4f1\uc744 \ub3c4\uc785\ud558\uc5ec \ubcf4\ub2e4 \uccb4\uacc4\uc801\uc774\uace0 \uc815\uad50\ud55c \uc131\ub2a5 \ubd84\uc11d\uc744 \uc218\ud589\ud574\uc57c \ud569\ub2c8\ub2e4.\n <\/p>\n\n \ub610\ud55c, MSA \ud658\uacbd\uc5d0\uc11c\ub294 \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1(Distributed Tracing)\uc774 \ud2b9\ud788 \uc911\uc694\ud569\ub2c8\ub2e4. Zipkin, Jaeger\uc640 \uac19\uc740 \uc624\ud508\uc18c\uc2a4 \ud2b8\ub808\uc774\uc2f1 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uba74, \uc5ec\ub7ec \uc11c\ube44\uc2a4\uc5d0 \uac78\uccd0 \ubc1c\uc0dd\ud558\ub294 \uc694\uccad\uc758 \ud750\ub984\uc744 \uc2dc\uac01\uc801\uc73c\ub85c \ud30c\uc545\ud560 \uc218 \uc788\uc73c\uba70, \uc5b4\ub514\uc11c \uc9c0\uc5f0\uc774\ub098 \uc5d0\ub7ec\uac00 \ubc1c\uc0dd\ud558\ub294\uc9c0 \uba85\ud655\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \ud568\uaed8, \uc11c\ube44\uc2a4 \uac04 \ud638\ucd9c \uad00\uacc4, \ud638\ucd9c \ube48\ub3c4, \uc751\ub2f5 \uc2dc\uac04 \ub4f1\uc744 \uc885\ud569\uc801\uc73c\ub85c \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc131\ub2a5 \ubcd1\ubaa9 \uc9c0\uc810\uc744 \uc2e0\uc18d\ud558\uac8c \ucc3e\uc544\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \uc131\ub2a5 \ubd84\uc11d\uc5d0 \uc788\uc5b4\uc11c\ub294 \ub2e8\uc21c\ud55c \ud1b5\uacc4 \uc9c0\ud45c \uc774\uc0c1\uc758 \uc2ec\ub3c4 \uc788\ub294 \ub370\uc774\ud130 \ubd84\uc11d\uc774 \uc694\uad6c\ub429\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \ucd5c\uadfc\uc5d0\ub294 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ub3c4\uc785\ud558\uc5ec, \uc815\uc0c1 \ud328\ud134\uacfc \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc790\ub3d9\uc73c\ub85c \ubd84\ub958\ud558\uace0 \uc608\uce21\ud558\ub294 \uc5f0\uad6c\uac00 \uc9c4\ud589\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc815\uc0c1\uc801\uc778 \ud2b8\ub79c\uc7ad\uc158 \ud328\ud134\uc744 \ud559\uc2b5\ud55c \ud6c4 suddenly \ubc1c\uc0dd\ud558\ub294 \uc9c0\uc5f0 \uc2dc\uac04, \uc624\ub958 \ud328\ud134 \ub4f1\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uac10\uc9c0\ud558\uc5ec \uc54c\ub78c\uc744 \ubc1c\uc0dd\uc2dc\ud0a4\ub294 \uc2dc\uc2a4\ud15c\uc740 \uc774\ubbf8 \uc5ec\ub7ec \uc120\ub3c4 \uae30\uc5c5\ub4e4\uc5d0\uc11c \ub3c4\uc785\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc131\ub2a5 \ubd84\uc11d\uc758 \uc131\uacf5\uc801\uc778 \uc218\ud589\uc740 \uc870\uc9c1 \ub0b4\uc758 \ud611\uc5c5 \ubb38\ud654\uc640\ub3c4 \ubc00\uc811\ud558\uac8c \uc5f0\uad00\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\ud300, \uc6b4\uc601\ud300, QA\ud300\uc774 \ud568\uaed8 \ubaa8\uc5ec \uc131\ub2a5 \ub370\uc774\ud130\ub97c \uacf5\uc720\ud558\uace0, \ubb38\uc81c \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uad6c\ucd95\ud558\ub294 \uac83\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc815\uae30\uc801\uc778 \ud68c\uc758, \ub370\uc77c\ub9ac \ubaa8\ub2c8\ud130\ub9c1 \ubcf4\uace0\uc11c, \uadf8\ub9ac\uace0 \uc0ac\ud6c4 \ubd84\uc11d \ud68c\uace0 \ub4f1\uc774 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \uc815\ub9ac\ud558\uc790\uba74, MSA \ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d\uc740 \ub2e8\uc21c\ud55c \uc9c0\ud45c \uccb4\ud06c \uc774\uc0c1\uc758 \uc758\ubbf8\ub97c \uc9c0\ub2d9\ub2c8\ub2e4. \uc774\ub294 \uc2dc\uc2a4\ud15c \uc804\ubc18\uc758 \uac74\uac15 \uc0c1\ud0dc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0, \ubcd1\ubaa9 \uad6c\uac04 \ubc0f \ubb38\uc81c \uc601\uc5ed\uc5d0 \ub300\ud55c \uadfc\ubcf8\uc801\uc778 \ud574\uacb0\ucc45\uc744 \ub9c8\ub828\ud558\uae30 \uc704\ud55c \ud544\uc218\uc801\uc778 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc131\uacf5\uc801\uc778 \uc131\ub2a5 \ubd84\uc11d \ubc0f \ucd5c\uc801\ud654 \uc791\uc5c5\uc744 \ud1b5\ud574 \uc870\uc9c1\uc740 \uc548\uc815\uc801\uc774\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc11c\ube44\uc2a4\ub97c \uad6c\ud604\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \uc2dc\uc7a5\uc5d0 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \uc55e\uc73c\ub85c\uc758 \uacbd\uc7c1 \ud658\uacbd\uc5d0\uc11c \uc131\uacf5\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uc6b4\uc601\ud558\uae30 \uc704\ud574\uc11c\ub294, \uc9c0\uc18d\uc801\uc778 \uc131\ub2a5 \ubd84\uc11d\uacfc \uac1c\uc120 \uc791\uc5c5\uc744 \ud1b5\ud574 MSA \uc2dc\uc2a4\ud15c\uc758 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud574\uc57c \ud569\ub2c8\ub2e4. \uae30\uc220\uc801 \ub3c4\uad6c\uc640 \uc870\uc9c1\uc801\uc778 \ud611\uc5c5\uc774 \uacb0\ud569\ub41c \uccb4\uacc4\uc801\uc778 \ubd84\uc11d \ubc29\ubc95\ub860\uc774\uc57c\ub9d0\ub85c \uacbd\uc7c1 \uc6b0\uc704\ub97c \uc81c\uacf5\ud558\ub294 \ud575\uc2ec \uc694\uc18c\uc784\uc744 \uc7ac\ucc28 \uac15\uc870\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n <\/p>\n<h2 id=\"3-%ec%8b%a4%ec%a0%9c-%ec%82%ac%eb%a1%80-%eb%b0%8f-%ec%84%b1%eb%8a%a5-%ec%b5%9c%ec%a0%81%ed%99%94-%ec%82%ac%eb%a1%80-%ec%97%b0%ea%b5%ac-WhuYXFmnQI\">3. \uc2e4\uc81c \uc0ac\ub840 \ubc0f \uc131\ub2a5 \ucd5c\uc801\ud654 \uc0ac\ub840 \uc5f0\uad6c<\/h2>\n\n MSA \ub3c4\uc785\uacfc \uc131\ub2a5 \ubd84\uc11d\uc744 \ud1b5\ud55c \ucd5c\uc801\ud654 \uc804\ub7b5\uc758 \ud6a8\uacfc\ub294 \ub2e4\uc218\uc758 \uc2e4\uc81c \uc0ac\ub840\ub97c \ud1b5\ud574 \uc785\uc99d\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uad6d\ub0b4\uc678 \uc5ec\ub7ec \ub300\uae30\uc5c5 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc2a4\ud0c0\ud2b8\uc5c5\uc5d0\uc11c\ub3c4 MSA \uc2dc\uc2a4\ud15c\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc6b4\uc601 \ubc0f \uac1c\uc120\ud55c \uc0ac\ub840\ub4e4\uc774 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud1b5\ud574 \uc2e4\uc9c8\uc801\uc778 \uc131\ub2a5 \ucd5c\uc801\ud654 \ubc29\ubc95\uacfc \uadf8 \uacb0\uacfc\ub85c \uc778\ud55c \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\ub97c \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \uccab \ubc88\uc9f8 \uc0ac\ub840\ub85c, \ud55c \uae00\ub85c\ubc8c \ub3d9\uc601\uc0c1 \uc2a4\ud2b8\ub9ac\ubc0d \uae30\uc5c5\uc740 \uae30\uc874\uc758 \ubaa8\ub180\ub9ac\uc2dd \uc2dc\uc2a4\ud15c\uc5d0\uc11c MSA\ub85c \uc804\ud658\ud558\uba74\uc11c \ubc1c\uc0dd\ud55c \ud2b8\ub798\ud53d \uae09\uc99d \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574, \uac01 \uc11c\ube44\uc2a4\uc758 \uc751\ub2f5 \uc18d\ub3c4\uc640 \ucc98\ub9ac \uc6a9\ub7c9\uc744 \uc815\ubc00\ud558\uac8c \ubaa8\ub2c8\ud130\ub9c1\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \ubc1c\uacac\ub41c \uc8fc\uc694 \ubcd1\ubaa9 \uc9c0\uc810\uc740 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc5f0\uacb0 \ubc0f \uce90\uc2f1 \uc804\ub7b5\uc758 \ubd80\uc7ac\uc600\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c, \ud574\ub2f9 \uae30\uc5c5\uc740 Redis \uae30\ubc18 \uce90\uc2dc \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud558\uace0, \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ucee4\ub125\uc158 \ud480\uc758 \ucd5c\uc801\ud654, \uadf8\ub9ac\uace0 \ube44\ub3d9\uae30 \ucc98\ub9ac\ub97c \uac15\ud654\ud558\ub294 \ub4f1\uc758 \uac1c\uc120 \uc791\uc5c5\uc744 \uc9c4\ud589\ud558\uc600\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \uc774 \uacfc\uc815\uc5d0\uc11c \ub3c4\uc785\ub41c \uc131\ub2a5 \ubd84\uc11d \ub3c4\uad6c\ub294 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uacfc\uac70 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \ucd94\uc138 \ubd84\uc11d \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ud3c9\uc18c\uc5d0\ub294 \ub4dc\ub7ec\ub098\uc9c0 \uc54a\ub358 \ubbf8\uc138\ud55c \uc131\ub2a5 \uc800\ud558 \ud604\uc0c1\uc744 \uc870\uae30\uc5d0 \uac10\uc9c0\ud560 \uc218 \uc788\uc5c8\uace0, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc\uc5d0\ub3c4 \uc6d0\uc778 \ubd84\uc11d\uc5d0 \uc18c\uc694\ub418\ub294 \uc2dc\uac04\uc744 \ub300\ud3ed \uac10\uc18c\uc2dc\ucf30\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \ub450 \ubc88\uc9f8 \uc0ac\ub840\ub294 \uad6d\ub0b4 \uae08\uc735\uad8c\uc758 \ud55c \uc740\ud589\uc5d0\uc11c \uc9c4\ud589\ud55c MSA \uc804\ud658 \ud504\ub85c\uc81d\ud2b8\uc785\ub2c8\ub2e4. \uc774 \uc740\ud589\uc740 \uc5ec\ub7ec \ud575\uc2ec \uc5c5\ubb34 \uc11c\ube44\uc2a4\ub97c \ub3c5\ub9bd\ub41c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub85c \ubd84\ud574\ud55c \ud6c4, \ubd84\uc0b0 \ud658\uacbd\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub370\uc774\ud130 \uc77c\uad00\uc131 \ubb38\uc81c\uc640 \uc131\ub2a5 \uc800\ud558\ub97c \ubbf8\uc5f0\uc5d0 \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \uc804\uc0ac\uc801\uc778 \uc131\ub2a5 \ubd84\uc11d \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud588\uc2b5\ub2c8\ub2e4. \uad6c\uccb4\uc801\uc73c\ub85c\ub294 \ub9e4\uc77c \ubc1c\uc0dd\ud558\ub294 \uac70\ub798 \ub370\uc774\ud130\uc640 \uace0\uac1d \uc694\uccad \ub85c\uadf8\ub97c \uc911\uc559\uc5d0\uc11c \ud1b5\ud569 \uad00\ub9ac\ud558\uba70, \uac01 \uc11c\ube44\uc2a4\uc758 \ucc98\ub9ac \uc18d\ub3c4\ub97c \uc815\uae30\uc801\uc73c\ub85c \uc810\uac80\ud558\ub294 \uccb4\uacc4\ub97c \ub9c8\ub828\ud558\uc600\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \uc774 \uc740\ud589\uc740 \uc131\ub2a5 \ubd84\uc11d \uacb0\uacfc, \ud2b9\uc815 \uc2dc\uac04\ub300\uc5d0 \uc11c\ubc84 \ubd80\ud558\uac00 \uae09\uc99d\ud558\ub294 \ud328\ud134\uc744 \ubc1c\uacac\ud558\uc600\uace0, \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \ubd80\ud558 \ubd84\uc0b0 \uc2a4\ucf00\uc904\ub9c1\uacfc \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1 \uae30\ub2a5\uc744 \ub3c4\uc785\ud588\uc2b5\ub2c8\ub2e4. \uadf8 \uacb0\uacfc, \ud53c\ud06c \ud0c0\uc784\uc5d0 \ubc1c\uc0dd\ud558\ub294 \uc751\ub2f5 \uc9c0\uc5f0 \uc2dc\uac04\uc774 \ud3c9\uade0 60% \uc774\uc0c1 \ub2e8\ucd95\ub418\uc5c8\uc73c\uba70, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc790\ub3d9 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc774 \uc791\ub3d9\ud558\uc5ec \uc804\ubc18\uc801\uc778 \uc2dc\uc2a4\ud15c \uc548\uc815\uc131\uc774 \ud06c\uac8c \ud5a5\uc0c1\ub418\uc5c8\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \uc138 \ubc88\uc9f8 \uc0ac\ub840\ub85c, \uae00\ub85c\ubc8c \uc774\ucee4\uba38\uc2a4 \uae30\uc5c5\uc740 MSA \ub3c4\uc785 \uc774\ud6c4, \uace0\uac1d \uc8fc\ubb38 \ucc98\ub9ac\uc640 \uad00\ub828\ub41c \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \uc131\ub2a5\uc744 \uc9d1\uc911\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 \uac01 \uc8fc\ubb38 \uc694\uccad\uc5d0 \ub300\ud55c \ucc98\ub9ac \uacfc\uc815\uc744 \uc138\ubc00\ud558\uac8c \ucd94\uc801\ud558\ub294 \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1 \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud558\uc600\uace0, \uadf8 \uacb0\uacfc \uc8fc\ubb38 \ucc98\ub9ac \uc9c0\uc5f0\uc758 \uadfc\ubcf8 \uc6d0\uc778\uc744 \uc2e0\uc18d\ud558\uac8c \ud30c\uc545\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \ud2b9\uc815 \uc0c1\ud488\uc758 \uc7ac\uace0 \ud655\uc778 \uc694\uccad\uc774\ub098 \uacb0\uc81c \uacfc\uc815\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ube44\ud6a8\uc728\uc801 \ub85c\uc9c1\uc774 \ubb38\uc81c\ub85c \uc9c0\uc801\ub418\uc5b4 \ud574\ub2f9 \ubd80\ubd84\uc744 \ucd5c\uc801\ud654\ud558\ub294 \uc791\uc5c5\uc744 \uc9c4\ud589\ud558\uc600\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uace0\uac1d \uc774\ud0c8\ub960\uc774 \ud604\uc800\ud788 \ub0ae\uc544\uc84c\ub2e4\ub294 \ud1b5\uacc4\ub97c \ud655\ubcf4\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \uc0ac\ub840 \uc5f0\uad6c\uc758 \uacf5\ud1b5\uc810\uc73c\ub85c\ub294, \ucd08\uae30 \uc131\ub2a5 \ubd84\uc11d \ub2e8\uacc4\uc5d0\uc11c \uc0c1\uc138\ud55c \ub85c\uadf8 \uc218\uc9d1, \ubaa8\ub2c8\ud130\ub9c1, \uadf8\ub9ac\uace0 \uc774\uc0c1 \ud0d0\uc9c0 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud55c \uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\uc790\uc801\uc73c\ub85c \uc6b4\uc601\ub418\ub294 MSA \ud658\uacbd\uc5d0\uc11c, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uac74\uac15 \uc0c1\ud0dc\ub97c \uc815\ud655\ud558\uac8c \uc9c4\ub2e8\ud558\uace0 \uac1c\uc120\ud560 \uc218 \uc788\uac8c \ud558\ub294 \ud575\uc2ec \uc694\uc778\uc73c\ub85c \uc791\uc6a9\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \uc544\ub798\uc640 \uac19\uc740 \uac1c\uc120 \uc870\uce58\ub97c \uc801\uc6a9\ud588\uc2b5\ub2c8\ub2e4.\n <\/p>\n<ul>\n<li>\uc11c\ube44\uc2a4 \uac04 API \ud638\ucd9c \ucd5c\uc801\ud654 \ubc0f \ube44\ub3d9\uae30 \ucc98\ub9ac \ubc29\uc2dd \uc801\uc6a9<\/li>\n<li>\ub370\uc774\ud130 \uce90\uc2f1 \uc804\ub7b5 \uc7ac\uc815\ube44 \ubc0f Redis, Memcached \ub3c4\uc785<\/li>\n<li>\ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1 \ub3c4\uad6c(Jaeger, Zipkin) \ud65c\uc6a9\uc744 \ud1b5\ud55c \uc694\uccad \ud750\ub984 \ubd84\uc11d<\/li>\n<li>\uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1 \ubc0f \ubd80\ud558 \ubd84\uc0b0 \uc124\uacc4 \uac15\ud654<\/li>\n<li>\uac1c\ubc1c-\uc6b4\uc601-QA \uac04\uc758 \uae34\ubc00\ud55c \ud53c\ub4dc\ubc31 \ub8e8\ud504 \uad6c\ucd95<\/li>\n<\/ul>\n\n \ub124 \ubc88\uc9f8 \uc0ac\ub840\uc5d0\uc11c\ub294, \ud55c \uae00\ub85c\ubc8c \uac8c\uc784 \ud68c\uc0ac\uac00 MSA \ud658\uacbd\uc5d0\uc11c \uc131\ub2a5 \ubd84\uc11d \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec \uac8c\uc784 \uc11c\ubc84\uc758 \uc751\ub2f5 \uc2dc\uac04\uc744 40% \ub2e8\ucd95\ud55c \uc0ac\ub840\uac00 \uc5b8\uae09\ub429\ub2c8\ub2e4. \uc774 \ud68c\uc0ac\ub294 \uac8c\uc784 \ub0b4 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\uc640 \uc774\ubca4\ud2b8 \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud55c \uc751\ub2f5\uc774 \uaf2d \ud544\uc694\ud55c \ud658\uacbd\uc5d0\uc11c, \uac01 \uc11c\ubc84\uac04\uc758 \ud1b5\uc2e0 \uc9c0\uc5f0\uacfc \uc790\uc6d0 \uc0ac\uc6a9\ub960\uc744 \ucca0\uc800\ud558\uac8c \ubd84\uc11d\ud558\uc600\uc2b5\ub2c8\ub2e4. \uadf8 \uacb0\uacfc, \uc11c\ubc84 \uac04\uc758 \ubd80\ud558 \ubd84\uc0b0 \ubc0f \uce90\uc2dc \uc804\ub7b5 \uac1c\uc120, \uadf8\ub9ac\uace0 \ud2b9\uc815 \uac8c\uc784 \uc774\ubca4\ud2b8 \ucc98\ub9ac \ub85c\uc9c1\uc758 \ubcd1\ubaa9 \uc81c\uac70\ub97c \ud1b5\ud574 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \uc774\ub7ec\ud55c \ub2e4\uc591\ud55c \uc0ac\ub840\ub4e4\uc740 MSA \ub3c4\uc785 \ud6c4 \uccb4\uacc4\uc801\uc778 \uc131\ub2a5 \ubd84\uc11d\uc774 \ub2e8\uc21c\ud788 \uae30\uc220\uc801 \ucd5c\uc801\ud654\uc5d0 \uadf8\uce58\uc9c0 \uc54a\uace0, \uc9c1\uc811\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc74c\uc744 \uc99d\uba85\ud569\ub2c8\ub2e4. \uae30\uc5c5\uc740 \uc131\ub2a5 \ubd84\uc11d \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uc11c\ube44\uc2a4 \uc548\uc815\uc131\uc744 \uadf9\ub300\ud654\ud558\uace0, \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc774\ub294 \ub3d9\uc2dc\uc5d0 \uc6b4\uc601 \ube44\uc6a9\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \ub610\ud55c, \uc0ac\ub840 \uc5f0\uad6c\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac \uacb0\uc815\uc758 \uc911\uc694\uc131\ub3c4 \ub450\ub4dc\ub7ec\uc9d1\ub2c8\ub2e4. \uc815\ub7c9\uc801 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \ud55c \uc131\ub2a5 \ubd84\uc11d\uc740 \uc9c1\uad00\uc801\uc778 \uacbd\ud5d8\uc774\ub098 \ucd94\uce21\uc5d0 \uc758\uc874\ud558\uc9c0 \uc54a\uace0, \uc2e4\uc81c \ubb38\uc81c\uc758 \uadfc\ubcf8 \uc6d0\uc778\uc744 \uaddc\uba85\ud560 \uc218 \uc788\uac8c \ud558\uba70, \uc774\ub294 \uc870\uc9c1 \ub0b4\ubd80\uc758 \ud611\uc5c5\uacfc \uac1c\uc120 \ud504\ub85c\uc138\uc2a4\ub97c \ub354\uc6b1 \uac15\ud654\ud569\ub2c8\ub2e4. \uc2e4\uc81c\ub85c \uc218\ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \uc131\ub2a5 \ucd5c\uc801\ud654\uc5d0 \ud22c\uc790\ud55c \uacb0\uacfc, \uc7a5\uc560\uc728\uc740 \ud604\uc800\ud558\uac8c \ub0ae\uc544\uc9c0\uace0, \uc0ac\uc6a9\uc790 \ub9cc\uc871\ub3c4\ub294 \ub208\uc5d0 \ub744\uac8c \uc0c1\uc2b9\ud558\uc600\ub2e4\ub294 \ud1b5\uacc4 \uc790\ub8cc\ub97c \ud655\ubcf4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud1b5\ud574 \ub4dc\ub7ec\ub09c \ub610 \ub2e4\ub978 \uc911\uc694\ud55c \uc810\uc740 \uc9c0\uc18d\uc801\uc778 \ubd84\uc11d\uacfc \ud53c\ub4dc\ubc31\uc758 \uc911\uc694\uc131\uc785\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uc2dc\uc2a4\ud15c\uc758 \uc0c1\ud0dc\uac00 \uc2e4\uc2dc\uac04\uc73c\ub85c \ubcc0\ud654\ud558\uae30 \ub54c\ubb38\uc5d0, \uc77c\ud68c\uc131 \ubd84\uc11d \uc791\uc5c5\uc73c\ub85c\ub294 \uadfc\ubcf8\uc801\uc778 \ubb38\uc81c \ud574\uacb0\uc774 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \uc8fc\uae30\uc801\uc778 \uc131\ub2a5 \ubd84\uc11d\uacfc \ubaa8\ub2c8\ud130\ub9c1, \uadf8\ub9ac\uace0 \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \ud55c \uc9c0\uc18d\uc801\uc778 \uac1c\uc120 \uc791\uc5c5\uc774 \ubcd1\ud589\ub418\uc5b4\uc57c\ub9cc \uc7a5\uae30\uc801\uc73c\ub85c \uc548\uc815\uc801\uc778 \uc6b4\uc601\uc774 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4.\n <\/p>\n\n \uc885\ud569\ud574\ubcf4\uba74, \uc704\uc5d0\uc11c \uc5b8\uae09\ud55c \ub2e4\uc591\ud55c \uc0ac\ub840\ub4e4\uc740 MSA \ub3c4\uc785 \uc774\ud6c4\uc5d0\ub3c4 \uc131\ub2a5 \ubd84\uc11d\uacfc \ucd5c\uc801\ud654 \uc804\ub7b5\uc774 \uc5bc\ub9c8\ub098 \uc911\uc694\ud55c\uc9c0\ub97c \uc5ec\uc2e4\ud788 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc11c\ube44\uc2a4\uc758 \uac01 \uad6c\uc131 \uc694\uc18c\ubcc4\ub85c \uc0c1\uc138\ud558\uac8c \ubd84\uc11d\ud558\uace0, \uadf8 \uacb0\uacfc\ub97c \ud1a0\ub300\ub85c \uc9c0\uc18d\uc801\uc778 \uac1c\uc120 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \uac83\uc774\uc57c\ub9d0\ub85c \ub354 \ud070 \uc131\uacf5\uc744 \ubcf4\uc7a5\ud558\ub294 \ud575\uc2ec \uc804\ub7b5\uc784\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0ac\ub840\ub4e4\uc740 \ud5a5\ud6c4 MSA\ub97c \ub3c4\uc785\ud558\uace0\uc790 \ud558\ub294 \uae30\uc5c5\ub4e4\uc5d0\uac8c \ub9e4\uc6b0 \uadc0\uc911\ud55c \ucc38\uace0 \uc790\ub8cc\uc774\uc790, \uc62c\ubc14\ub978 \ubc29\ud5a5\uc131\uc744 \uc81c\uc2dc\ud558\ub294 \ub098\uce68\ubc18\uacfc \uac19\uc740 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.\n <\/p>\n\n \uacb0\ub860\uc801\uc73c\ub85c \uc2e4\uc81c \uc0ac\ub840 \uc5f0\uad6c\ub294 MSA \ud658\uacbd\uc5d0\uc11c\uc758 \uc131\ub2a5 \ubd84\uc11d\uacfc \ucd5c\uc801\ud654\uac00 \ub2e8\uae30\uc801\uc778 \ud6a8\uacfc\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc7a5\uae30\uc801\uc778 \uc2dc\uc2a4\ud15c \uc720\uc9c0\ubcf4\uc218\uc640 \uc6b4\uc601 \uc548\uc815\uc131\uc5d0 \uc5bc\ub9c8\ub098 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294\uc9c0\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \ub354 \ub098\uc740 \uc758\uc0ac\uacb0\uc815\uacfc \uc804\ub7b5\uc801 \ud22c\uc790\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc73c\uba70, \ub354\uc6b1 \uacbd\uc7c1\ub825 \uc788\ub294 IT \uc778\ud504\ub77c\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \uc774\uc640 \uac19\uc774, \uc2e4\uc9c8\uc801\uc778 \uc0ac\ub840\uc640 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uc131\ub2a5 \ubd84\uc11d\uc740 MSA \uac1c\uc120 \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\ub294 \ub370 \uc788\uc5b4 \uc5c6\uc5b4\uc11c\ub294 \uc548 \ub420 \uc694\uc18c\uc784\uc744 \uc7ac\ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uae30\uc5c5\uc758 \uac1c\ubcc4 \uc0ac\ub840 \uc5f0\uad6c\ub294 MSA \ub3c4\uc785 \ud6c4 \uc5b4\ub5bb\uac8c \uc131\ub2a5 \ubd84\uc11d\uc744 \ud1b5\ud574 \uccb4\uacc4\uc801\uc778 \ucd5c\uc801\ud654 \uc804\ub7b5\uc744 \uc138\uc6b8 \uc218 \uc788\ub294\uc9c0\uc5d0 \ub300\ud55c \uadc0\uc911\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud574 \uc8fc\uba70, \uc55e\uc73c\ub85c \ubaa8\ub4e0 IT \uc870\uc9c1\uc774 \ucd94\uad6c\ud574\uc57c \ud560 \ubaa8\ubc94 \uc0ac\ub840\uac00 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n <\/p>\n<h2 id=\"4-%ed%96%a5%ed%9b%84-%ea%b0%9c%ec%84%a0-%ec%a0%84%eb%9e%b5-%eb%b0%8f-%ea%b2%b0%eb%a1%a0-%ec%84%b1%eb%8a%a5-%eb%b6%84%ec%84%9d%ec%9d%84-%ed%86%b5%ed%95%9c-msa%ec%9d%98-%ec%a7%80%ec%86%8d-%ea%b0%80-WhuYXFmnQI\">4. \ud5a5\ud6c4 \uac1c\uc120 \uc804\ub7b5 \ubc0f \uacb0\ub860: \uc131\ub2a5 \ubd84\uc11d\uc744 \ud1b5\ud55c MSA\uc758 \uc9c0\uc18d \uac00\ub2a5\ud55c \ubc1c\uc804<\/h2>\n\n MSA \ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d\uc744 \ud1b5\ud55c \ucd5c\uc801\ud654 \uc804\ub7b5\uc740 \ub2e8\uc21c\ud788 \ud604\uc7ac\uc758 \uc11c\ube44\uc2a4\ub97c \uac1c\uc120\ud558\ub294 \ub370 \uadf8\uce58\uc9c0 \uc54a\uace0, \ubbf8\ub798\uc758 \uc131\uc7a5\uacfc \ud601\uc2e0\uc744 \uc704\ud55c \ucd08\uc11d \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ud5a5\ud6c4 IT \ud658\uacbd\uc740 \uae09\ubcc0\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub7ec\ud55c \ubcc0\ud654\uc5d0 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uc131\ub2a5 \uac1c\uc120, \uadf8\ub9ac\uace0 \uc804\ub7b5\uc801\uc778 \uc560\uc790\uc77c \uc811\uadfc \ubc29\uc2dd\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ud5a5\ud6c4 \uac1c\uc120 \uc804\ub7b5\uacfc MSA\uc758 \uc9c0\uc18d \uac00\ub2a5\ud55c \ubc1c\uc804 \ubc29\ud5a5, \uadf8\ub9ac\uace0 \ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d\uc758 \uc5ed\ud560\uc744 \uc885\ud569\uc801\uc73c\ub85c \ub17c\uc758\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.\n <\/p>\n\n \uccab\uc9f8, \ud5a5\ud6c4 \uac1c\uc120 \uc804\ub7b5\uc5d0\uc11c\ub294 \uc790\ub3d9\ud654\ub41c \uc131\ub2a5 \ubd84\uc11d \uc2dc\uc2a4\ud15c\uc758 \ub3c4\uc785\uacfc \uc778\uacf5\uc9c0\ub2a5(AI) \ubc0f \uba38\uc2e0\ub7ec\ub2dd(ML) \uae30\ubc18\uc758 \uc608\uce21 \ubd84\uc11d \uae30\uc220\uc774 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ub9e1\uac8c \ub429\ub2c8\ub2e4. \ud604\uc7ac \ub9ce\uc740 \uc120\ub3c4 \uae30\uc5c5\ub4e4\uc740 \uae30\uc874\uc758 \uc815\uc801 \uc131\ub2a5 \ubd84\uc11d \ud234\uc744 \ub118\uc5b4, \uacfc\uac70\uc758 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud558\uc5ec \uc774\uc0c1\uce58\uc640 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \ud0d0\uc9c0\ud558\uace0 \uc608\uce21\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc740 \uc2dc\uc2a4\ud15c \uc7a5\uc560 \uc608\ubc29 \ubc0f \uc608\uce21 \uc720\uc9c0\ubcf4\uc218 \uce21\uba74\uc5d0\uc11c \uc5c4\uccad\ub09c \ud6a8\uacfc\ub97c \ubc1c\ud718\ud560 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.\n <\/p>\n\n \ub458\uc9f8, \uc11c\ube44\uc2a4 \uac04\uc758 \ud1b5\ud569 \ub370\uc774\ud130 \uad00\ub9ac\uc640 \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1\uc758 \uace0\ub3c4\ud654\ub294 MSA \ud658\uacbd\uc758 \uc131\ub2a5 \ucd5c\uc801\ud654\uc5d0 \uc911\uc694\ud55c \uc5f4\uc1e0\uc785\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ub370\uc774\ud130\uc640 \ub85c\uadf8\ub97c \uc911\uc559 \uc9d1\uc911\ud654\ud558\uc5ec \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc774 \uac00\ub2a5\ud558\ub3c4\ub85d \ud558\ub294 \uc2dc\uc2a4\ud15c\uc740, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc2e0\uc18d\ud55c \uc6d0\uc778 \ud30c\uc545\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uba70, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc131\ub2a5 \uc0c1\ud0dc\ub97c \ud55c\ub208\uc5d0 \ubaa8\ub2c8\ud130\ub9c1\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \uc55e\uc73c\ub85c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18\uc758 \ub370\uc774\ud130 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uacfc AI \uae30\ubc18\uc758 \uc790\ub3d9\ud654 \ub3c4\uad6c\ub4e4\uc774 \uc774\ub7ec\ud55c \uc5ed\ud560\uc744 \ub354\uc6b1 \uac15\ud654\ud560 \uac83\uc785\ub2c8\ub2e4.\n <\/p>\n\n \uc14b\uc9f8, \uae30\uc220\uc801\uc778 \uce21\uba74\uc5d0\ub9cc \uad6d\ud55c\ud558\uc9c0 \uc54a\uace0, \uc870\uc9c1 \ub0b4 \ud611\uc5c5 \ubb38\ud654\uc640 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158 \uccb4\uacc4\ub97c \uac15\ud654\ud558\ub294 \uac83\ub3c4 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. MSA \ub3c4\uc785\uacfc \uc131\ub2a5 \ubd84\uc11d\uc740 \uae30\uc220 \uc804\ud658 \uc774\uc0c1\uc758 \ubb38\uc81c\ub85c, \uc870\uc9c1\uc758 \ubb38\ud654\uc801 \ud601\uc2e0\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4. \uac1c\ubc1c\ud300, \uc6b4\uc601\ud300, \uadf8\ub9ac\uace0 \ube44\uc988\ub2c8\uc2a4\ud300\uc774 \ud558\ub098\uc758 \ubaa9\ud45c\ub97c \uacf5\uc720\ud558\uba70 \ud611\ub825\ud560 \ub54c, \ubd84\uc11d \uacb0\uacfc\ub97c \ubc14\ud0d5\uc73c\ub85c \ud55c \uc2e0\uc18d\ud55c \ubb38\uc81c \ud574\uacb0\uacfc \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc774 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc815\uae30\uc801\uc778 \uc131\ub2a5 \ubd84\uc11d \ud68c\uace0, \uc6cc\ud06c\uc20d, \uadf8\ub9ac\uace0 \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac\uacb0\uc815 \ud504\ub85c\uc138\uc2a4\uac00 \ub3c4\uc785\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.\n <\/p>\n\n \ub137\uc9f8, \ubcf4\uc548\uacfc \uc548\uc815\uc131 \ud655\ubcf4 \uce21\uba74\uc5d0\uc11c\ub3c4 \uc131\ub2a5 \ubd84\uc11d\uc740 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. MSA \uc2dc\uc2a4\ud15c\uc774 \ubd84\uc0b0\ub418\uc5b4 \uc788\uc744\uc218\ub85d \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \ub370\uc774\ud130 \uc804\uc1a1\uacfc \ud1b5\uc2e0 \ubcf4\uc548 \ubb38\uc81c\uac00 \ub354\uc6b1 \ubd80\uac01\ub418\uae30 \ub9c8\ub828\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c, \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ud568\uaed8 \ubcf4\uc548 \uc704\ud611 \ubd84\uc11d, \ub124\ud2b8\uc6cc\ud06c \uce68\uc785 \ud0d0\uc9c0 \uc2dc\uc2a4\ud15c(NIDS) \ub4f1\uacfc \uc5f0\uacc4\ub41c \uc131\ub2a5 \ubd84\uc11d \ubc29\ubc95\ub860\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uae30\uc220\uc801\u00b7\uc870\uc9c1\uc801 \uc811\uadfc\uc740 \uc804\uccb4 \uc0dd\ud0dc\uacc4\uc758 \uc548\uc804\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \ud575\uc2ec \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \ub2e4\uc12f\uc9f8, \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c \ud655\uc7a5\uacfc \uc790\ub3d9\ud654\ub41c \uc2a4\ucf00\uc77c\ub9c1\uc740 \ud5a5\ud6c4 MSA \uc2dc\uc2a4\ud15c\uc758 \uc131\ub2a5 \uac1c\uc120\uc744 \uc8fc\ub3c4\ud560 \uc608\uc815\uc785\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc774 \uc81c\uacf5\ud558\ub294 \ub2e4\uc591\ud55c \uc624\ud1a0 \uc2a4\ucf00\uc77c\ub9c1, \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\ub4e4\uc740 \ud2b8\ub798\ud53d \ubcc0\ud654\uc5d0 \ub2a5\ub3d9\uc801\uc73c\ub85c \ub300\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc801 \uc778\ud504\ub77c\uc640 \uc131\ub2a5 \ubd84\uc11d \ub370\uc774\ud130\ub97c \uc5f0\uacc4\ud55c \uc790\ub3d9\ud654 \uc2dc\uc2a4\ud15c\uc740, \ube44\uc6a9 \ucd5c\uc801\ud654\uc640 \uc790\uc6d0 \ud6a8\uc728\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ub2ec\uc131\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ubb34\uae30\uac00 \ub420 \uac83\uc785\ub2c8\ub2e4.\n <\/p>\n\n \uc2e4\uc81c \uc0ac\ub840\ub4e4\uc744 \uc885\ud569\ud574\ubcf4\uba74, \uc131\ub2a5 \ubd84\uc11d\uc5d0 \uae30\ubc18\ud55c \uc9c0\uc18d\uc801\uc778 \uac1c\uc120 \ud65c\ub3d9\uc740 \uc0ac\uc6a9\uc790 \ub9cc\uc871\ub3c4 \ud5a5\uc0c1, \uc7a5\uc560 \ud574\uacb0 \uc2dc\uac04 \ub2e8\ucd95, \uadf8\ub9ac\uace0 \uc6b4\uc601 \ube44\uc6a9 \uc808\uac10 \ub4f1 \uae0d\uc815\uc801\uc778 \ud6a8\uacfc\ub97c \ub3c4\ucd9c\ud574\ub0b4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 \uc774\ub7ec\ud55c \uc131\uacf5 \uc0ac\ub840\ub4e4\uc740 MSA \uac1c\uc120 \uc804\ub7b5\uc5d0 \uc788\uc5b4 \uc911\uc694\ud55c \ubca4\uce58\ub9c8\ud06c \uc5ed\ud560\uc744 \ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \ud2b9\ud788, \uae30\uc220 \ud601\uc2e0\uacfc \ud568\uaed8 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub378 \ub610\ud55c \ubcc0\ud654\ud558\ub294 \ud604\uc2dc\uc810\uc5d0\uc11c, \uc131\ub2a5 \ubd84\uc11d\uacfc \uc9c0\uc18d\uc801\uc778 \ucd5c\uc801\ud654 \uc804\ub7b5\uc740 \uacbd\uc7c1\ub825\uc744 \uc720\uc9c0\ud558\ub294 \ub370\uc5d0 \uc788\uc5b4 \ube7c\ub193\uc744 \uc218 \uc5c6\ub294 \uc694\uc18c\uc785\ub2c8\ub2e4.\n <\/p>\n\n \ud5a5\ud6c4 MSA \ud658\uacbd\uc740 \uc810\uc810 \ub354 \ubcf5\uc7a1\ud574\uc9c0\uace0, \uac01 \uc11c\ube44\uc2a4 \uac04\uc758 \uc0c1\ud638\uc791\uc6a9\uc740 \ub354\uc6b1 \ub2e4\uc591\ud574\uc9c8 \uac83\uc785\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \uc131\ub2a5 \ubd84\uc11d \ubc29\ubc95 \ub610\ud55c \ub2e8\uc21c \uc218\uc9d1\uacfc \uc2dc\uac01\ud654\ub97c \ub118\uc5b4\uc11c, \uc608\uce21 \ubd84\uc11d\uacfc \uc790\uc728 \uac1c\uc120 \uc54c\uace0\ub9ac\uc998\uae4c\uc9c0 \ud1b5\ud569\ub41c \ud615\ud0dc\ub85c \ubc1c\uc804\ud560 \uac83\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcc0\ud654\ub294 \ub2e8\uae30\uac04\uc758 \ud6a8\uacfc\uc5d0\uc11c \ub354 \ub098\uc544\uac00, \uc7a5\uae30\uc801\uc73c\ub85c \uc548\uc815\uc801\uc778 \uc2dc\uc2a4\ud15c \uc6b4\uc601 \ud658\uacbd\uc744 \uad6c\ucd95\ud558\uace0, \uae30\uc5c5\uc774 \ubcc0\ud654\ud558\ub294 \uc2dc\uc7a5\uc5d0\uc11c \uc120\ub3c4\uc801\uc778 \uc704\uce58\ub97c \ud655\ubcf4\ud558\ub294 \ub370 \uae30\uc5ec\ud560 \uac83\uc785\ub2c8\ub2e4.\n <\/p>\n\n \ub610\ud55c, \ub2e4\uc74c\uacfc \uac19\uc740 \uc138\ubd80 \uc804\ub7b5\ub3c4 \ud5a5\ud6c4 \uac1c\uc120 \ubc29\ud5a5\uc758 \uc911\uc694\ud55c \ucd95\uc744 \uad6c\uc131\ud569\ub2c8\ub2e4:\n <\/p>\n<ul>\n<li>\uc815\ubc00 \uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1: \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc218\uc9d1\uacfc \ubd84\uc11d \uc815\ud655\ub3c4\ub97c \ub192\uc774\uae30 \uc704\ud574 IoT \ubc0f \uc13c\uc11c \ub124\ud2b8\uc6cc\ud06c\uc640\uc758 \uc5f0\uacc4\ub97c \uac15\ud654<\/li>\n<li>\uc608\uce21 \uc720\uc9c0\ubcf4\uc218: \uba38\uc2e0\ub7ec\ub2dd\uc744 \ud1b5\ud55c \uc7a5\uc560 \uc608\uce21 \ubc0f \uc608\ubc29, \uc790\uc728 \ubcf5\uad6c \uc2dc\uc2a4\ud15c \ub3c4\uc785<\/li>\n<li>\ub370\uc774\ud130 \ud1b5\ud569 \ud50c\ub7ab\ud3fc: \ubaa8\ub4e0 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \ub85c\uadf8\uc640 \ud2b8\ub808\uc774\uc2a4 \ub370\uc774\ud130\ub97c \uc911\uc559 \uc9d1\uc911\uc2dd\uc73c\ub85c \uad00\ub9ac\ud558\uc5ec \uc2e4\uc2dc\uac04 \ud611\uc5c5 \uac15\ud654<\/li>\n<li>\ubcf4\uc548 \uc5f0\uacc4 \ubd84\uc11d: \uc131\ub2a5 \ub370\uc774\ud130\uc640 \ubcf4\uc548 \uc774\ubca4\ud2b8\ub97c \ud1b5\ud569 \ubd84\uc11d\ud558\uc5ec \uce68\uc785 \ud0d0\uc9c0, \uc704\ud611 \ub300\uc751 \uccb4\uacc4 \ub9c8\ub828<\/li>\n<li>\uc9c0\uc18d\uc801 \uad50\uc721 \ubc0f \ubb38\ud654 \ud601\uc2e0: \uc870\uc9c1 \uc804\ubc18\uc758 \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac\uacb0\uc815\uc744 \uc704\ud55c \uc6cc\ud06c\uc20d\uacfc \uad50\uc721 \ud504\ub85c\uadf8\ub7a8 \uc6b4\uc601<\/li>\n<\/ul>\n\n \uc774\ub7ec\ud55c \uc804\ub7b5\uc801 \uc811\uadfc\uc740 \ub2e8\uae30\uc801\uc778 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ub118\uc5b4\uc11c, \uc2dc\uc2a4\ud15c \uc804\uccb4\uc758 \uc0dd\ud0dc\uacc4\ub97c \uac74\uac15\ud558\uac8c \uc720\uc9c0\ud558\uace0 \uae30\uc5c5 \uacbd\uc7c1\ub825\uc744 \uadf9\ub300\ud654\ud558\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4. \ud5a5\ud6c4 \uac1c\uc120 \uc804\ub7b5\uc740 \uae30\uc220\uc801\uc778 \ub3c4\uad6c\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc870\uc9c1 \ubb38\ud654\uc640 \ube44\uc988\ub2c8\uc2a4 \ud504\ub85c\uc138\uc2a4 \ud601\uc2e0\uc774\ub77c\ub294 \ub450 \uac00\uc9c0 \uce21\uba74\uc5d0\uc11c \ub3d9\uc2dc\uc5d0 \uc774\ub8e8\uc5b4\uc838\uc57c \ud558\uba70, \uc774 \ub450 \ucd95\uc774 \uc0c1\ud638 \ubcf4\uc644\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \uc791\ub3d9\ud560 \ub54c, MSA \uc2dc\uc2a4\ud15c\uc740 \uc9c4\uc815\ud55c \ud601\uc2e0 \ubaa8\ub378\ub85c \uc790\ub9ac \uc7a1\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \ub9c8\ubb34\ub9ac\ud558\uc790\uba74, \ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d\uc740 \ub2e8\uc21c\ud55c \ubaa8\ub2c8\ud130\ub9c1 \uc808\ucc28\uac00 \uc544\ub2c8\ub77c, MSA \uac1c\uc120 \uc804\ub7b5 \uc804\uccb4\ub97c \uad00\ud1b5\ud558\ub294 \ud575\uc2ec \uc694\uc18c\uc784\uc744 \uc7ac\ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucca0\uc800\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uccb4\uacc4\uc801\uc778 \uc790\ub3d9\ud654, \uadf8\ub9ac\uace0 \uc870\uc9c1 \ub0b4 \ud611\uc5c5\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc804\ub7b5\uc801 \uac1c\uc120 \ud65c\ub3d9\uc740 \uc55e\uc73c\ub85c\uc758 IT \uc2dc\uc2a4\ud15c \ubc1c\uc804\uc5d0 \uc788\uc5b4\uc11c \ud544\uc218 \ubd88\uac00\uacb0\ud55c \uacfc\uc815\uc785\ub2c8\ub2e4.\n <\/p>\n\n \uc885\ud569\uc801\uc73c\ub85c \ubcfc \ub54c, \uc131\ub2a5 \ubd84\uc11d\uc744 \ud1b5\ud55c \uc9c0\uc18d\uc801\uc778 \ucd5c\uc801\ud654\ub294 \uae30\uc220\uc801 \ubc1c\uc804\uacfc \ub354\ubd88\uc5b4 \uae30\uc5c5\uc758 \ube44\uc988\ub2c8\uc2a4 \uacbd\uc7c1\ub825\uc744 \ub192\uc774\ub294 \uac00\uc7a5 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubc1c\uc0dd\ud558\ub294 \uae0d\uc815\uc801\uc778 \ud30c\uae09 \ud6a8\uacfc\ub294 \ub2e8\uc21c\ud788 \uc2dc\uc2a4\ud15c \uac1c\uc120\uc744 \ub118\uc5b4\uc11c, \uc0ac\uc6a9\uc790 \uacbd\ud5d8 \ud5a5\uc0c1, \uc6b4\uc601 \ube44\uc6a9 \uc808\uac10, \uadf8\ub9ac\uace0 \ubcf4\uc548 \uac15\ud654 \ub4f1 \ub2e4\ubc29\uba74\uc5d0\uc11c \ub098\ud0c0\ub098\uac8c \ub429\ub2c8\ub2e4.\n <\/p>\n\n \uac15\ub825\ud55c \uc694\uc57d\uc73c\ub85c, \ubcf8 \uae00\uc5d0\uc11c \uc81c\uc2dc\ud55c MSA \ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d \ubc0f \ucd5c\uc801\ud654 \uc804\ub7b5\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ud575\uc2ec \ud3ec\uc778\ud2b8\ub97c \ub2f4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uccab\uc9f8, MSA\uc758 \uadfc\ubcf8\uc801\uc778 \uac1c\ub150\uacfc \ub3c4\uc785 \ubc30\uacbd\uc744 \uc774\ud574\ud558\ub294 \uac83\uc774 \ucd9c\ubc1c\uc810\uc785\ub2c8\ub2e4. \ub458\uc9f8, \ub3c4\uc785 \ud6c4 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ub85c\uae45, \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1 \ub4f1 \uc131\ub2a5 \ubd84\uc11d \uae30\ubc95\ub4e4\uc744 \uccb4\uacc4\uc801\uc73c\ub85c \uc6b4\uc601\ud574\uc57c \ud569\ub2c8\ub2e4. \uc14b\uc9f8, \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \uc2e4\uc81c \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud1b5\ud574 \uc5bb\uc740 \uad50\ud6c8\uc744 \ubc14\ud0d5\uc73c\ub85c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uace0 \ucd5c\uc801\ud654\ud574\uc57c \ud569\ub2c8\ub2e4. \ub137\uc9f8, \ud5a5\ud6c4 \uac1c\uc120 \uc804\ub7b5\uc740 \uc790\ub3d9\ud654, \uc608\uce21 \uae30\uc220, \ub370\uc774\ud130 \ud1b5\ud569 \ubc0f \ubcf4\uc548 \uac15\ud654 \ub4f1 \ub2e4\uac01\uc801 \uc811\uadfc\uc73c\ub85c \uc9c0\uc18d \uac00\ub2a5\ud55c \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4.\n <\/p>\n\n \uc774\uc640 \uac19\uc774, \uc131\ub2a5 \ubd84\uc11d\uc744 \ud1b5\ud55c MSA \uac1c\uc120 \uc804\ub7b5\uc740 \ub2e8\uae30\uc801\uc778 \uac1c\uc120 \ubfd0 \uc544\ub2c8\ub77c \uc7a5\uae30\uc801\uc778 \uc131\uacfc \ucc3d\ucd9c\uc758 \ud575\uc2ec \uc5f4\uc1e0\uc784\uc744 \ub2e4\uc2dc \ud55c \ubc88 \uac15\uc870\ud558\uba70, \uc774\ub97c \ud1b5\ud574 \uc548\uc815\uc801\uc774\uace0 \ud6a8\uc728\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uc6b4\uc601\ud560 \uc218 \uc788\ub294 \ubbf8\ub798\uc9c0\ud5a5\uc801 IT \uc778\ud504\ub77c \uad6c\ucd95\uc758 \ubc29\ud5a5\uc131\uc744 \uc81c\uc2dc\ud569\ub2c8\ub2e4.\n <\/p>\n <\/p>\n<h2 id=\"%ea%b2%b0%eb%a1%a0-%eb%b0%8f-%ea%b0%95%eb%a0%a5%ed%95%9c-%ec%9a%94%ec%95%bd-WhuYXFmnQI\">\uacb0\ub860 \ubc0f \uac15\ub825\ud55c \uc694\uc57d<\/h2>\n\n \ubcf8 \uac8c\uc2dc\uae00\uc5d0\uc11c\ub294 MSA \ub3c4\uc785 \ubc30\uacbd, \uc131\ub2a5 \ubd84\uc11d\uc758 \uc911\uc694\uc131, \uc2e4\uc81c \uc0ac\ub840 \uc5f0\uad6c \ubc0f \ud5a5\ud6c4 \uac1c\uc120 \uc804\ub7b5\uc744 \ud1b5\ud574 \ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d\uc774 MSA \uc2dc\uc2a4\ud15c\uc758 \ucd5c\uc801\ud654\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uacfc \uadf8 \uc2e4\uc9c8\uc801 \ud6a8\uacfc\ub97c \uc2ec\ub3c4 \uc788\uac8c \ub17c\uc758\ud558\uc600\uc2b5\ub2c8\ub2e4. MSA\ub294 \ubd84\uc0b0 \ud658\uacbd\uc5d0\uc11c \uac1c\ubcc4 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc6b4\uc601\ub420 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \ud601\uc2e0\uc801\uc778 \uc544\ud0a4\ud14d\ucc98\uc774\uba70, \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc758 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uae30 \uc704\ud574\uc11c\ub294 \ucca0\uc800\ud55c \uc131\ub2a5 \ubd84\uc11d\uacfc \uac1c\uc120 \uc804\ub7b5\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.\n <\/p>\n\n \uc2e4\uc81c \uc0ac\ub840\ub97c \ud1b5\ud574 \ud655\uc778\ud55c \ubc14\uc640 \uac19\uc774, \uc131\ub2a5 \ubd84\uc11d\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \ucd5c\uc801\ud654\ub294 \uc7a5\uc560\uc728 \uac10\uc18c, \uc751\ub2f5 \uc2dc\uac04 \ub2e8\ucd95, \uadf8\ub9ac\uace0 \uc6b4\uc601 \ube44\uc6a9 \uc808\uac10 \ub4f1\uc758 \ub2e4\ubc29\uba74\uc5d0\uc11c \uae0d\uc815\uc801\uc778 \ud6a8\uacfc\ub97c \ucc3d\ucd9c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ucd5c\uc2e0 \uae30\uc220\uacfc \uc790\ub3d9\ud654 \ub3c4\uad6c, \uc778\uacf5\uc9c0\ub2a5 \uae30\ubc18 \uc608\uce21 \ubaa8\ub378\uc758 \ub3c4\uc785\uc740 MSA \uac1c\uc120 \uc804\ub7b5\uc758 \ubbf8\ub798\ub97c \ub354\uc6b1 \ubc1d\uac8c \ub9cc\ub4e4\uc5b4 \uc904 \uc911\uc694\ud55c \uc694\uc778\uc73c\ub85c \uc791\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \uc694\uc57d\ud558\uc790\uba74, MSA\uc758 \ub3c4\uc785 \uc774\ud6c4 \uc131\uacf5\uc801\uc778 \uc6b4\uc601\uc744 \uc704\ud574\uc11c\ub294 \ub04a\uc784\uc5c6\ub294 \uc131\ub2a5 \ubd84\uc11d\uacfc \ub370\uc774\ud130 \uae30\ubc18\uc758 \uac1c\uc120 \uacfc\uc815\uc774 \ubc18\ub4dc\uc2dc \uc218\ubc18\ub418\uc5b4\uc57c \ud558\uba70, \uc774\ub97c \uc704\ud55c \uccb4\uacc4\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc790\ub3d9\ud654 \uc2dc\uc2a4\ud15c\uc758 \uad6c\ucd95, \uadf8\ub9ac\uace0 \uc870\uc9c1 \ub0b4 \ud611\uc5c5 \ubb38\ud654\uc758 \uc815\ucc29\uc774 \ud575\uc2ec \uc804\ub7b5\uc784\uc744 \uc7ac\ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \uc55e\uc73c\ub85c\ub3c4 \uae30\uc5c5\ub4e4\uc740 \ubcc0\ud654\ud558\ub294 IT \ud658\uacbd\uc5d0 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud558\uae30 \uc704\ud574, MSA\uc758 \uc7a5\uc810\uc744 \uadf9\ub300\ud654\ud558\uace0 \uc131\ub2a5 \ubd84\uc11d\uc744 \ud1b5\ud55c \uc9c0\uc18d \uac00\ub2a5\ud55c \ucd5c\uc801\ud654 \uc804\ub7b5\uc744 \uafb8\uc900\ud788 \ubc1c\uc804\uc2dc\ucf1c \ub098\uac00\uc57c \ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub178\ub825\uc774 \ubaa8\uc5ec \uad81\uadf9\uc801\uc73c\ub85c \uc0ac\uc6a9\uc790 \ub9cc\uc871\ub3c4 \ud5a5\uc0c1\uacfc \ube44\uc988\ub2c8\uc2a4 \uacbd\uc7c1\ub825 \uac15\ud654\ub77c\ub294 \ud070 \uc131\uacfc\ub85c \uc774\uc5b4\uc9c8 \uac83\uc774\ub77c \ubbff\uc5b4 \uc758\uc2ec\uce58 \uc54a\uc2b5\ub2c8\ub2e4.\n <\/p>\n\n \ubcf8 \uae00\uc744 \ud1b5\ud574 MSA \uac1c\uc120 \uc804\ub7b5\uc758 \ud575\uc2ec \uc778\uc0ac\uc774\ud2b8\uc640 \ud5a5\ud6c4 \ubc1c\uc804 \ubc29\ud5a5\uc744 \uba85\ud655\ud788 \uc81c\uc2dc\ud568\uc73c\ub85c\uc368, \ub3c5\uc790 \uc5ec\ub7ec\ubd84\uc774 \uc55e\uc73c\ub85c\uc758 IT \uc778\ud504\ub77c \uad6c\ucd95 \ubc0f \uc6b4\uc601\uc5d0 \uc788\uc5b4 \ub9ce\uc740 \uc601\uac10\uc744 \uc5bb\uc73c\uc2e4 \uc218 \uc788\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.\n <\/p>\n\n \ucd5c\uc885 \uacb0\ub860\uc73c\ub85c, \ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d \uae30\ubc18\uc758 MSA \uac1c\uc120 \uc804\ub7b5\uc740 \ub2e8\uae30\uc801\uc778 \uae30\uc220 \ucd5c\uc801\ud654\ub294 \ubb3c\ub860, \uc7a5\uae30\uc801\uc73c\ub85c \uc548\uc815\uc801\uc774\uace0 \ud6a8\uc728\uc801\uc778 \uc2dc\uc2a4\ud15c \uc6b4\uc601\uacfc \uc9c0\uc18d\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \uc131\uc7a5\uc758 \ud575\uc2ec \ub3d9\ub825\uc73c\ub85c \uc791\uc6a9\ud560 \uac83\uc784\uc744 \ub2e4\uc2dc \ud55c \ubc88 \uac15\uc870\ud569\ub2c8\ub2e4.\n <\/p>\n","protected":false},"excerpt":{"rendered":"\ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d\uc73c\ub85c MSA \ubb38\uc81c\uc810\uc744 \uc9c4\ub2e8\ud558\uc5ec \ucd5c\uc801\uc758 \ud6a8\uc728\uc131\uacfc \uc548\uc815\uc131\uc744 \ub2ec\uc131\ud558\ub294 \uac1c\uc120 \uc804\ub7b5\uc744 \uc81c\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"author":1,"featured_media":56042,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1957],"tags":[200,190,614],"class_list":["post-56038","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-development","tag-amazon","tag-google","tag-netflix"],"acf":[],"_links":{"self":[{"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/posts\/56038","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/comments?post=56038"}],"version-history":[{"count":1,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/posts\/56038\/revisions"}],"predecessor-version":[{"id":56041,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/posts\/56038\/revisions\/56041"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/media\/56042"}],"wp:attachment":[{"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/media?parent=56038"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/categories?post=56038"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/tags?post=56038"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

{"id":56038,"date":"2025-03-12T00:17:33","date_gmt":"2025-03-11T15:17:33","guid":{"rendered":"https:\/\/8gfg.shop\/blog\/development\/msa-improvement-strategy-that-optimizes-performance-analysis-after-introduction"},"modified":"2025-03-12T00:17:36","modified_gmt":"2025-03-11T15:17:36","slug":"msa-improvement-strategy-that-optimizes-performance-analysis-after-introduction","status":"publish","type":"post","link":"https:\/\/8gfg.shop\/blog\/development\/msa-improvement-strategy-that-optimizes-performance-analysis-after-introduction","title":{"rendered":"\ub3c4\uc785 \ud6c4 \uc131\ub2a5 \ubd84\uc11d\uc73c\ub85c \ucd5c\uc801\ud654\ub97c \uc774\ub8e8\ub294 MSA \uac1c\uc120 \uc804\ub7b5"},"content":{"rendered":"

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\ubaa9\ucc28<\/h2>\n