\uc131\ub2a5 \ubd84\uc11d\uacfc \ubaa8\ub2c8\ud130\ub9c1\uc73c\ub85c \uad6c\ud604\ud558\ub294 \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c<\/title><\/p>\n<h1 id=\"%ec%84%b1%eb%8a%a5-%eb%b6%84%ec%84%9d%ea%b3%bc-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81%ec%9c%bc%eb%a1%9c-%ea%b5%ac%ed%98%84%ed%95%98%eb%8a%94-%ec%8b%a4%ec%8b%9c%ea%b0%84-msa-%ec%8b%9c%ec%8a%a4%ed%85%9c-OZdIOuhzeU\">\uc131\ub2a5 \ubd84\uc11d\uacfc \ubaa8\ub2c8\ud130\ub9c1\uc73c\ub85c \uad6c\ud604\ud558\ub294 \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c<\/h1>\n<img decoding=\"async\" src=\"https:\/\/8gfg.shop\/blog\/wp-content\/uploads\/2025\/03\/ec84b1eb8aa5-ebb684ec849deab3bc-ebaaa8eb8b88ed84b0eba781ec9cbceba19c-eab5aced9884ed9598eb8a94-ec8ba4ec8b9ceab084-msa-ec8b9cec8aa4ed859c.jpeg\" alt=\"\uc131\ub2a5 \ubd84\uc11d\uacfc \ubaa8\ub2c8\ud130\ub9c1\uc73c\ub85c \uad6c\ud604\ud558\ub294 \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c\" \/><\/p>\n\ud604\ub300\uc758 IT \ud658\uacbd\uc5d0\uc11c \uc2e4\uc2dc\uac04\uc73c\ub85c \ub300\uaddc\ubaa8 \ud2b8\ub798\ud53d\uc744 \ucc98\ub9ac\ud558\uace0, \ub192\uc740 \uc2e0\ub8b0\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \uc2dc\uc2a4\ud15c\uc740 \uadf8 \uc5b4\ub290 \ub54c\ubcf4\ub2e4 \uc911\uc694\ud55c \uc790\uc0b0\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8 \uc911\uc5d0\uc11c\ub3c4 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98(MSA, Microservices Architecture)\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uc2dc\uc2a4\ud15c\uc740 \uadf8 \uc720\uc5f0\uc131\uacfc \ud655\uc7a5\uc131\uc73c\ub85c \uc778\ud574 \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \ucc44\ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc MSA \uc2dc\uc2a4\ud15c\uc740 \uc5ec\ub7ec \uac1c\uc758 \ub3c5\ub9bd\ub41c \uc11c\ube44\uc2a4\ub4e4\uc774 \uc11c\ub85c \uc720\uae30\uc801\uc73c\ub85c \uc5f0\uacb0\ub418\uc5b4 \uc6b4\uc601\ub418\uae30 \ub54c\ubb38\uc5d0, \ub2e8\uc21c\ud55c \uc7a5\uc560 \ub300\uc751\uc744 \ub118\uc5b4 \uc131\ub2a5 \ubd84\uc11d\uacfc \ubaa8\ub2c8\ud130\ub9c1\uc744 \ud1b5\ud55c \uccb4\uacc4\uc801\uc778 \uad00\ub9ac\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n\ubcf8 \ube14\ub85c\uadf8 \uac8c\uc2dc\uae00\uc5d0\uc11c\ub294 \uc131\ub2a5 \ubd84\uc11d\uacfc \ubaa8\ub2c8\ud130\ub9c1 \uae30\ubc95\uc744 \ud1b5\ud574 \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c\uc744 \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uc744 \uc2ec\ub3c4 \uc788\uac8c \ub2e4\ub8e8\uace0\uc790 \ud569\ub2c8\ub2e4. \ucd5c\uc2e0 \uae30\uc220 \ub3d9\ud5a5\uacfc \uc0ac\ub840 \uc5f0\uad6c\ub97c \ubc14\ud0d5\uc73c\ub85c, \uc2dc\uc2a4\ud15c \uc124\uacc4\uc758 \uc6d0\uce59\ubd80\ud130 \uad6c\uccb4\uc801\uc778 \ucf54\ub4dc \uc608\uc81c\uae4c\uc9c0 \uc0c1\uc138\ud788 \uc124\uba85\ud558\uc5ec IT \uc804\ubb38\uac00\ubfd0 \uc544\ub2c8\ub77c \uad00\ub828 \ubd84\uc57c \uc5d4\uc9c0\ub2c8\uc5b4\ub4e4\uc5d0\uac8c \uc2e4\uc9c8\uc801\uc778 \ub3c4\uc6c0\uc744 \ub4dc\ub9ac\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n\ud604\ub300\uc758 MSA \uc2dc\uc2a4\ud15c\uc740 \ubcf5\uc7a1\ud55c \uc11c\ube44\uc2a4 \uac04\uc758 \uc0c1\ud638\uc791\uc6a9, \ube60\ub978 \uc2a4\ucf00\uc77c \uc544\uc6c3, \ub300\uc6a9\ub7c9 \ub85c\uadf8 \ub370\uc774\ud130\uc758 \ucc98\ub9ac \ub4f1\uc744 \uc694\uad6c\ud558\uae30 \ub54c\ubb38\uc5d0, \ub2e8\uc21c\ud55c \ubaa8\ub2c8\ud130\ub9c1 \ud234\ub85c\ub294 \uadf8 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc131\ub2a5 \ubd84\uc11d \ub3c4\uad6c\uc640 \uace0\ub3c4\ud654\ub41c \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud558\uc5ec \uac01 \uc11c\ube44\uc2a4\uc758 \uc131\ub2a5 \uc9c0\ud45c\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ucd94\uc801\ud558\uace0 \ubd84\uc11d\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\ud2b9\ud788, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc694\uad6c\ud558\ub294 \ubd84\uc57c\uc5d0\uc11c\ub294 \uc9c0\uc5f0 \uc2dc\uac04 \ucd5c\uc18c\ud654, \uc624\ub958\uc728 \uad00\ub9ac, \ud2b8\ub798\ud53d \uae09\uc99d\uc5d0 \ub530\ub978 \uc548\uc815\uc131\uc744 \uc720\uc9c0\ud558\ub294 \ub3d9\uc2dc\uc5d0, \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ucd5c\ub300\ud55c \ubcf4\uc7a5\ud558\ub294 \uac83\uc774 \ud575\uc2ec \uacfc\uc81c\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc2dc\uc2a4\ud15c\uc758 \ubcd1\ubaa9 \uad6c\uac04\uc744 \uc2e0\uc18d\ud558\uac8c \ud0d0\uc9c0\ud558\uace0, \ubb38\uc81c \ubc1c\uc0dd \uc2dc \ube60\ub974\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uc5ed\ub7c9\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n\uc774 \uae00\uc5d0\uc11c\ub294 \ucd1d 4\uac1c\uc758 \uc139\uc158\uc73c\ub85c \ub098\ub204\uc5b4 \ub2e4\ub8e8\uba70, \uac01 \uc139\uc158\uc740 \ud558\uc704 \uc8fc\uc81c\uc5d0 \ub300\ud574 \uc2ec\uce35\uc801\uc73c\ub85c \ubd84\uc11d\ud569\ub2c8\ub2e4. \uc6b0\uc120 MSA \uac1c\ub150\uacfc \uc131\ub2a5 \ubd84\uc11d\u00b7\ubaa8\ub2c8\ud130\ub9c1\uc758 \ud544\uc694\uc131\uc5d0 \ub300\ud574 \ub17c\uc758\ud55c \ud6c4, \uc2e4\uc2dc\uac04 \uc131\ub2a5 \ubd84\uc11d \uae30\ubc95, \ub2e4\uc591\ud55c \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c \ubc0f \uc0ac\ub840 \uc5f0\uad6c, \uadf8\ub9ac\uace0 \uc2e4\uc81c \uc2dc\uc2a4\ud15c \uad6c\ud604 \uc804\ub7b5 \ubc0f \ucf54\ub4dc \uc608\uc81c\ub97c \ud1b5\ud574 \uc2e4\ubb34\uc5d0 \uc989\uac01\uc801\uc73c\ub85c \uc801\uc6a9 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\ud55c\ud3b8, \ubcf8 \uac8c\uc2dc\uae00\uc740 \ucd5c\uc2e0 \uc5f0\uad6c \uc790\ub8cc\uc640 \uc0ac\ub840, \ud1b5\uacc4\ub97c \uae30\ubc18\uc73c\ub85c \uc791\uc131\ub418\uc5c8\uc73c\uba70, \uad6d\ub0b4\uc678 \ub2e4\uc591\ud55c \uae30\uc5c5\uc758 \uc2e4\ubb34 \uacbd\ud5d8\uc744 \ud1a0\ub300\ub85c \ud55c \uad6c\uccb4\uc801\uc778 \uc608\uc2dc\ub97c \ud3ec\ud568\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub3c5\uc790\ubd84\ub4e4\uaed8\uc11c MSA \uc2dc\uc2a4\ud15c \ud658\uacbd\uc5d0\uc11c\uc758 \uc131\ub2a5 \ucd5c\uc801\ud654\uc640 \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc5d0 \ud070 \ub3c4\uc6c0\uc744 \ubc1b\uc73c\uc2e4 \uc218 \uc788\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4.<\/p>\nMSA \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud558\uba74\uc11c \uc131\ub2a5 \uad00\ub828 \ubb38\uc81c\uc5d0 \uc9c1\uba74\ud55c \uae30\uc5c5\ub4e4\uc740, \uae30\uc874\uc758 \ub2e8\uc77c \uc2dc\uc2a4\ud15c\uacfc\ub294 \ub2e4\ub978 \ubcf5\uc7a1\uc131\uc744 \uacbd\ud5d8\ud558\uac8c \ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc5ec\ub7ec \uc11c\ube44\uc2a4 \uac04\uc758 \ub370\uc774\ud130 \uc804\uc1a1 \ubc0f \uc0c1\ud638\uc791\uc6a9 \uacfc\uc815\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \uc9c0\uc5f0 \uc2dc\uac04, \ub370\uc774\ud130 \ubd88\uc77c\uce58 \ubb38\uc81c, \ub610\ub294 \uc608\uae30\uce58 \ubabb\ud55c \ud2b8\ub798\ud53d \ud3ed\uc99d\uc73c\ub85c \uc778\ud55c \uc7a5\uc560 \uc0c1\ud669 \ub4f1\uc740 \ub2e8\uc21c\ud55c \ub85c\uadf8 \ubd84\uc11d\ub9cc\uc73c\ub85c\ub294 \uc644\ubcbd\ud558\uac8c \ub300\uc751\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.<\/p>\n\ub530\ub77c\uc11c, \ubbf8\ub9ac \uc900\ube44\ub41c \uc131\ub2a5 \ubd84\uc11d \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \uc804\ub7b5\uc740 \uc11c\ube44\uc2a4 \uc7a5\uc560 \uc0ac\uc804 \uc608\ubc29\uacfc \ube60\ub978 \ubcf5\uad6c, \uadf8\ub9ac\uace0 \uace0\uac1d \ub9cc\uc871\ub3c4 \ud5a5\uc0c1\uc5d0 \uacb0\uc815\uc801\uc778 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uc55e\uc73c\ub85c\uc758 \uc139\uc158\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \uc8fc\uc81c\ub4e4\uc744 \uba74\ubc00\ud788 \ub2e4\ub8e8\uba70, \uac01 \ub2e8\uacc4\ubcc4\ub85c \ud544\uc694\ud55c \ub3c4\uad6c\uc640 \uae30\ubc95, \uadf8\ub9ac\uace0 \uadf8\uc5d0 \ub530\ub978 \ubaa8\ubc94 \uc0ac\ub840\ub4e4\uc744 \uc0c1\uc138\ud558\uac8c \uc124\uba85\ud560 \uc608\uc815\uc785\ub2c8\ub2e4.<\/p>\n\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ubcf8 \uae00\uc740 \ub2e8\uc21c\ud788 \uc774\ub860\uc801\uc778 \ub0b4\uc6a9\uc744 \uc124\uba85\ud558\ub294 \uac83\uc744 \ub118\uc5b4, \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c \uc131\ub2a5 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ubd84\uc11d\ud558\ub294 \uacfc\uc815\uc744 \uad6c\uccb4\uc801\uc73c\ub85c \ub2e4\ub8f0 \uac83\uc785\ub2c8\ub2e4. \ub3c5\uc790\ub294 \uc774\ub97c \ud1b5\ud574 MSA \uc2dc\uc2a4\ud15c\uc744 \ub354\uc6b1 \ud6a8\uacfc\uc801\uc73c\ub85c \uc124\uacc4\ud558\uace0 \uc6b4\uc601\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc744 \ud130\ub4dd\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h2 id=\"1-%ec%84%9c%eb%a1%a0-msa%ec%99%80-%ec%84%b1%eb%8a%a5-%eb%b6%84%ec%84%9d-%eb%b0%8f-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81%ec%9d%98-%ec%a4%91%ec%9a%94%ec%84%b1-OZdIOuhzeU\">1. \uc11c\ub860: MSA\uc640 \uc131\ub2a5 \ubd84\uc11d \ubc0f \ubaa8\ub2c8\ud130\ub9c1\uc758 \uc911\uc694\uc131<\/h2>\n\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98(MSA)\ub294 \uc804\ud1b5\uc801\uc778 \ubaa8\ub180\ub9ac\uc2dd(monolithic) \uc544\ud0a4\ud14d\ucc98\uc5d0 \ube44\ud574 \ub3c5\ub9bd\uc801\uc73c\ub85c \ubc30\ud3ec, \ud655\uc7a5, \uc5c5\ub370\uc774\ud2b8\uac00 \uac00\ub2a5\ud55c \uc11c\ube44\uc2a4 \ub2e8\uc704\ub97c \uae30\ubc18\uc73c\ub85c \uc2dc\uc2a4\ud15c\uc744 \uad6c\uc131\ud569\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \ubcc0\uacbd\uacfc \ud655\uc7a5\uc774 \uc6a9\uc774\ud558\uc9c0\ub9cc, \uc11c\ube44\uc2a4 \uac04\uc758 \ud1b5\uc2e0 \ubc0f \ub370\uc774\ud130 \uc77c\uad00\uc131 \ubb38\uc81c, \ubcf5\uc7a1\ud55c \uc7a5\uc560 \ub300\uc751 \uba54\ucee4\ub2c8\uc998 \ub4f1 \uc0c8\ub85c\uc6b4 \ub3c4\uc804 \uacfc\uc81c\uac00 \ub4f1\uc7a5\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\nMSA \ud658\uacbd\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \uac1c\ubcc4\uc801\uc73c\ub85c \uc6b4\uc601\ub418\uae30 \ub54c\ubb38\uc5d0 \ud558\ub098\uc758 \uc11c\ube44\uc2a4\uc5d0\uc11c \ubc1c\uc0dd\ud55c \ubb38\uc81c\ub77c\ub3c4 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce60 \uac00\ub2a5\uc131\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc131\ub2a5 \ubd84\uc11d\uacfc \ubaa8\ub2c8\ud130\ub9c1\uc740 \ub2e8\uc21c\ud55c \ubb38\uc81c\uc758 \uc6d0\uc778 \ud30c\uc545\uc744 \ub118\uc5b4\uc11c, \uc2dc\uc2a4\ud15c \uc804\uccb4\uc758 \uc548\uc815\uc131\uacfc \uc131\ub2a5\uc744 \ud55c\ub208\uc5d0 \ud30c\uc545\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\ud2b9\ud788, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc11c\ube44\uc2a4\ub97c \uc6b4\uc601\ud558\ub294 \uacbd\uc6b0, \uc9c0\uc5f0 \uc2dc\uac04(latency), \ucc98\ub9ac\ub7c9(throughput) \ubc0f \uc790\uc6d0 \uc0ac\uc6a9\ub960(resource utilization) \ub4f1\uc758 \ud575\uc2ec \uc131\ub2a5 \uc9c0\ud45c\ub4e4\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uac10\uc2dc\ud558\uc5ec \uc989\uac01\uc801\uc778 \ub300\uc751\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \uc131\ub2a5 \ubd84\uc11d \ub3c4\uad6c\uc640 \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158\uc740 \ub9e4\uc6b0 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n\ub610\ud55c, MSA \ud658\uacbd\uc758 \ubcf5\uc7a1\ud55c \ud2b9\uc131\uc0c1 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ube60\ub978 \uc6d0\uc778 \ubd84\uc11d \ubc0f \ubcf5\uad6c\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud2b9\uc815 \uc11c\ube44\uc2a4\uc758 \uacfc\ubd80\ud558\ub098 \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0\uc774 \ubc1c\uc0dd\ud558\uba74, \ud574\ub2f9 \uc11c\ube44\uc2a4\uc640 \uc5f0\uacc4\ub41c \ub2e4\ub978 \uc11c\ube44\uc2a4\ub4e4\uae4c\uc9c0 \uc5f0\uc1c4\uc801\uc73c\ub85c \uc601\ud5a5\uc744 \ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7f0 \uacbd\uc6b0, \uac01 \uc11c\ube44\uc2a4\ubcc4\ub85c \uc218\uc9d1\ub41c \ub85c\uadf8\uc640 \uc131\ub2a5 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ubb38\uc81c\uc758 \uc6d0\uc778\uc744 \ube60\ub974\uac8c \ud30c\uc545\ud558\uace0 \uc870\uce58\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\ucd5c\uadfc \ud1b5\uacc4\uc5d0 \ub530\ub974\uba74, MSA \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc5d0\uc11c\uc758 \uc7a5\uc560 \uc6d0\uc778\uc758 70% \uc774\uc0c1\uc774 \uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1\uc758 \ubd80\uc7ac \ub610\ub294 \ubd80\uc801\uc808\ud55c \ubd84\uc11d\uc73c\ub85c \uc778\ud55c \uac83\uc784\uc744 \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \uad6d\ub0b4\uc678 \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc740 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \uac15\ud654\ud558\uba70, \uc131\ub2a5 \ubd84\uc11d \ub3c4\uad6c\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ubc1c\uc804\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ub610\ud55c, \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ud658\uacbd\uc5d0\uc11c\uc758 MSA \uc2dc\uc2a4\ud15c\uc740 \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\uc640 \uc5f0\uacc4\ub418\uc5b4 \ub3d9\uc801\uc73c\ub85c \uc790\uc6d0\uc744 \ud560\ub2f9\ubc1b\uac8c \ub418\ubbc0\ub85c, \uc774\ub7ec\ud55c \ubcc0\ud654\uc5d0 \uc2e4\uc2dc\uac04 \ub300\uc751\ud560 \uc218 \uc788\ub294 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc758 \ud544\uc694\uc131\uc774 \ub354\uc6b1 \uac15\uc870\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc11c\ube44\uc2a4 \uc911\ub2e8 \uc5c6\uc774 \uc7a5\uc560\ub97c \uc0ac\uc804\uc5d0 \uc608\ubc29\ud560 \uc218 \uc788\ub294 \ud601\uc2e0\uc801\uc778 \uc6b4\uc601 \uc804\ub7b5\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uc2e4\uc81c\ub85c, Netflix, Uber, Amazon \ub4f1 \uae00\ub85c\ubc8c IT \ub300\uae30\uc5c5\ub4e4\uc740 \uc131\ub2a5 \ubd84\uc11d\uacfc \ubaa8\ub2c8\ud130\ub9c1\uc744 \uccb4\uacc4\ud654\ud55c \uc2dc\uc2a4\ud15c\uc744 \uc6b4\uc601\ud568\uc73c\ub85c\uc368, \uc218\uc2ed\uc5b5 \uba85\uc758 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4\uc758 \uc0ac\ub840\ub294 MSA \ud658\uacbd\uc5d0\uc11c\uc758 \uc131\ub2a5 \ubd84\uc11d \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc774 \uc5bc\ub9c8\ub098 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\ub294\uc9c0\ub97c \uba85\ud655\ud558\uac8c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n\ub354\ubd88\uc5b4, \uc131\ub2a5 \ubd84\uc11d\uacfc \ubaa8\ub2c8\ud130\ub9c1\uc740 \ub2e8\uc21c\ud788 \uc7a5\uc560 \ub300\uc751 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc2dc\uc2a4\ud15c \uc131\ub2a5 \uac1c\uc120\uacfc \ube44\uc6a9 \uc808\uac10\uc5d0\ub3c4 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4. \uc2e4\uc81c \uc6b4\uc601 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ubd88\ud544\uc694\ud55c \ub9ac\uc18c\uc2a4 \uc18c\ube44\ub97c \uc904\uc774\uace0, \ubcd1\ubaa9 \uad6c\uac04\uc744 \ucd5c\uc801\ud654\ud568\uc73c\ub85c\uc368 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \ud6a8\uc728\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uad6d\ub0b4 \uae08\uc735, \uc774\ucee4\uba38\uc2a4, \ud1b5\uc2e0 \ub4f1 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c\ub3c4 MSA\uc5d0 \uae30\ubc18\ud55c \uc11c\ube44\uc2a4\uac00 \ud65c\uc131\ud654\ub418\uba74\uc11c, \uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc758 \uad6c\ucd95\uacfc \uc6b4\uc6a9\uc774 \uacbd\uc7c1\ub825 \ud655\ubcf4\uc758 \ud575\uc2ec \uc694\uc18c\ub85c \ubd80\uac01\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uac01 \uae30\uc5c5\uc740 \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \uc81c\uace0\ud558\uace0, \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \uc2dc\uc7a5 \ud658\uacbd\uc5d0 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ubcf8 \uc139\uc158\uc5d0\uc11c\ub294 MSA \ud658\uacbd\uc5d0\uc11c\uc758 \uc131\ub2a5 \ubd84\uc11d\uacfc \ubaa8\ub2c8\ud130\ub9c1\uc758 \uc911\uc694\uc131\uc744 \ub2e4\uc591\ud55c \uc0ac\ub840\uc640 \ud1b5\uacc4\ub97c \ud1b5\ud574 \uc0b4\ud3b4\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubd84\uc11d\uc740 \uc55e\uc73c\ub85c\uc758 \uc139\uc158\uc5d0\uc11c \ub2e4\ub8e8\uac8c \ub420 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uae30\ubc95 \ubc0f \uad6c\ud604 \uc804\ub7b5\uc758 \uae30\ubc18\uc774 \ub418\uba70, \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc774\uba74\uc11c\ub3c4 \uc720\uae30\uc801\uc73c\ub85c \uc791\ub3d9\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \ud575\uc2ec \uc694\uc18c\uc784\uc744 \uac15\uc870\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n\uc885\ud569\ud558\uba74, MSA \uc2dc\uc2a4\ud15c\uc774 \uac00\uc9c0\ub294 \ubcf5\uc7a1\uc131\uacfc \ub192\uc740 \ud2b8\ub798\ud53d \uc694\uad6c \uc870\uac74\uc740 \uc804\ud1b5\uc801\uc778 \uc2dc\uc2a4\ud15c\uc5d0 \ube44\ud574 \ub9e4\uc6b0 \ub192\uc740 \uc218\uc900\uc758 \uc131\ub2a5 \ubd84\uc11d \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \uc131\ub2a5 \ubd84\uc11d \ub3c4\uad6c\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uace0, \ubaa8\ub2c8\ud130\ub9c1 \uccb4\uacc4\ub97c \uad6c\ucd95\ud558\ub294 \uac83\uc740 \uc11c\ube44\uc2a4 \uc548\uc815\uc131\uacfc \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ub192\uc774\ub294 \ud544\uc218\uc801\uc778 \uc804\ub7b5\uc784\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\nMSA \uc2dc\uc2a4\ud15c\uc758 \ub3c4\uc785\uacfc \uc6b4\uc601\uc5d0 \uc788\uc5b4 \uc131\ub2a5 \ub370\uc774\ud130\uc758 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc740 \ub2e8\uc21c\ud55c \ub3c4\uad6c \uc0ac\uc6a9\uc744 \ub118\uc5b4, \uc870\uc9c1 \uc804\uccb4\uc758 \ub370\uc774\ud130 \uc911\uc2ec \uc6b4\uc601 \uc804\ub7b5\uacfc \ubc00\uc811\ud558\uac8c \uc5f0\uacc4\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uacb0\uad6d \uace0\uac1d\uc758 \uc2e0\ub8b0\ub97c \ud655\ubcf4\ud558\uace0, \uc9c0\uc18d \uac00\ub2a5\ud55c \uc131\uc7a5\uc73c\ub85c \uc774\uc5b4\uc9c0\ub294 \ud575\uc2ec \uc694\uc778\uc73c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<h2 id=\"2-%ec%8b%a4%ec%8b%9c%ea%b0%84-msa-%ec%84%b1%eb%8a%a5-%eb%b6%84%ec%84%9d-%ea%b8%b0%eb%b2%95-OZdIOuhzeU\">2. \uc2e4\uc2dc\uac04 MSA \uc131\ub2a5 \ubd84\uc11d \uae30\ubc95<\/h2>\n\uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c\uc5d0\uc11c\uc758 \uc131\ub2a5 \ubd84\uc11d\uc740 \uac01 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 \uc0c1\ud0dc\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0, \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ubb38\uc81c\ub97c \uc0ac\uc804\uc5d0 \uc608\uce21\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \ud2b9\ud788, \uc2e4\uc2dc\uac04\uc73c\ub85c \ub370\uc774\ud130\ub97c \uc218\uc9d1, \ubd84\uc11d\ud558\uc5ec \uc989\uac01\uc801\uc73c\ub85c \uc2dc\uac01\ud654\ud558\ub294 \uacfc\uc815\uc740 \uc7a5\uc560 \uc608\ubc29 \ubc0f \uc131\ub2a5 \ucd5c\uc801\ud654\uc5d0 \ub9e4\uc6b0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/p>\n\uccab \ubc88\uc9f8 \uae30\ubc95\uc740 \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1(distributed tracing)\uc785\ub2c8\ub2e4. \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1\uc740 \uc11c\ube44\uc2a4 \uac04 \ud638\ucd9c \uacbd\ub85c\ub97c \ucd94\uc801\ud568\uc73c\ub85c\uc368 \uc5b4\ub5a4 \uc11c\ube44\uc2a4\uc5d0\uc11c \uc9c0\uc5f0\uc774 \ubc1c\uc0dd\ud558\ub294\uc9c0\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ud655\uc778\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 OpenTelemetry\uc640 \uac19\uc740 \uc624\ud508 \uc18c\uc2a4 \ub3c4\uad6c\ub4e4\uc774 \uc801\uadf9 \ud65c\uc6a9\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc11c\ube44\uc2a4 \ud638\ucd9c\uc5d0 \ub300\ud55c \uc138\ubc00\ud55c \ub370\uc774\ud130\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc7a5\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc6b0\uc120, \uc11c\ube44\uc2a4 \uac04 \ud638\ucd9c \uc2dc\uac04 \ubc0f \uc9c0\uc5f0 \uc2dc\uac04\uc774 \uba85\ud655\ud558\uac8c \ub4dc\ub7ec\ub098\ubbc0\ub85c, \ubcd1\ubaa9 \ud604\uc0c1\uc774 \ubc1c\uc0dd\ud558\ub294 \uc9c0\uc810\uc744 \uc989\uc2dc \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uac01 \ud638\ucd9c\uc5d0 \ub300\ud55c \ub85c\uadf8\uc640 \uba54\ud0c0\ub370\uc774\ud130\uac00 \ud568\uaed8 \uae30\ub85d\ub418\uae30 \ub54c\ubb38\uc5d0, \ubb38\uc81c \ubc1c\uc0dd \uc2dc \uc6d0\uc778 \ubd84\uc11d\uc774 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4.<\/p>\n\ub450 \ubc88\uc9f8 \uae30\ubc95\uc740 \uc2e4\uc2dc\uac04 \ub85c\uadf8 \uc218\uc9d1 \ubc0f \ubd84\uc11d\uc785\ub2c8\ub2e4. \ub85c\uadf8\ub294 \uc11c\ube44\uc2a4\uc758 \ub3d9\uc791 \uc0c1\ud0dc, \uc624\ub958 \ubc1c\uc0dd \uc0c1\ud669, \uc131\ub2a5 \uc9c0\ud45c \ub4f1\uc758 \uc911\uc694\ud55c \uc815\ubcf4\ub97c \ub2f4\uace0 \uc788\uc2b5\ub2c8\ub2e4. Elasticsearch, Logstash, Kibana(ELK \uc2a4\ud0dd)\uc640 \uac19\uc740 \ub85c\uadf8 \uc218\uc9d1 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uba74, \ub300\uaddc\ubaa8 \ub85c\uadf8 \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc218\uc9d1\ud558\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uc2e4\uc2dc\uac04 \ub85c\uadf8 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc11c\ube44\uc2a4\uc758 \uc0c1\ud0dc\ub97c \ubaa8\ub2c8\ud130\ub9c1 \ud568\uc73c\ub85c\uc368, \uc608\uae30\uce58 \ubabb\ud55c \uc7a5\uc560\ub098 \uc131\ub2a5 \uc800\ud558\ub97c \uc870\uae30\uc5d0 \ubc1c\uacac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ub85c\uadf8 \ub370\uc774\ud130\uc758 \uc2dc\uac01\ud654\ub294 \uc6b4\uc601\uc790\uc5d0\uac8c \ud604\uc7ac \uc2dc\uc2a4\ud15c\uc758 \uc0c1\ud0dc\ub97c \uc9c1\uad00\uc801\uc73c\ub85c \uc774\ud574\ud560 \uc218 \uc788\uac8c \ub3d5\uace0, \uc774\ub97c \ud1b5\ud55c \ube60\ub978 \uc758\uc0ac \uacb0\uc815\uc774 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\uc138 \ubc88\uc9f8 \uae30\ubc95\uc740 \uba54\ud2b8\ub9ad \uae30\ubc18 \ubaa8\ub2c8\ud130\ub9c1(metric-based monitoring)\uc785\ub2c8\ub2e4. CPU \uc0ac\uc6a9\ub960, \uba54\ubaa8\ub9ac \uc0ac\uc6a9\ub7c9, \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\ub7c9 \ub4f1 \ub2e4\uc591\ud55c \uc131\ub2a5 \uc9c0\ud45c\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uce21\uc815\ud558\uc5ec, \ud2b9\uc815 \uc784\uacc4\uce58\ub97c \ucd08\uacfc\ud560 \uacbd\uc6b0 \uc989\uac01\uc801\uc778 \uc54c\ub9bc \uccb4\uacc4\ub97c \uad6c\ucd95\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. Prometheus\uc640 Grafana\ub294 \uc774\ub7ec\ud55c \uba54\ud2b8\ub9ad \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\ub85c \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc11c\ube44\uc2a4\uc758 \uc804\ubc18\uc801\uc778 \uac74\uac15 \uc0c1\ud0dc\ub97c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uba54\ud2b8\ub9ad \uae30\ubc18 \ubaa8\ub2c8\ud130\ub9c1\uc740 \ud2b9\ud788 \uc11c\ube44\uc2a4\uc758 \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9 \ud604\ud669\uc744 \uc0c1\uc138\ud558\uac8c \ubd84\uc11d\ud558\ub294 \ub370 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud2b9\uc815 \uc2dc\uac04\ub300\uc5d0 CPU \uc810\uc720\uc728\uc774 \uae09\uc99d\ud558\ub294 \ud328\ud134\uc744 \ubc1c\uacac\ud558\uba74, \ubbf8\ub9ac \uc790\uc6d0 \ud560\ub2f9\uc744 \uc870\uc815\ud558\uac70\ub098 \uce90\uc2dc \uc804\ub7b5\uc744 \ubcc0\uacbd\ud558\ub294 \ub4f1\uc758 \ub300\uc751\uc744 \uc989\uc2dc \uc2dc\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c\ub294 \ud1b5\uacc4 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uc608\uce21 \ubaa8\ub378\uc744 \ub3c4\uc785\ud558\uae30\ub3c4 \ud558\uba70, \uc2e4\uc81c \uc6b4\uc601\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ubb38\uc81c\uc5d0 \ub300\ud55c \uc120\uc81c\uc801 \uc870\uce58\ub97c \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\ub124 \ubc88\uc9f8 \uae30\ubc95\uc740 \uc774\uc0c1 \uc9d5\ud6c4 \uac10\uc9c0(anomaly detection)\uc785\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \uc801\uc6a9\ud558\uc5ec \ud3c9\uc0c1\uc2dc\uc758 \uc131\ub2a5 \ud328\ud134\uc5d0\uc11c \ubc97\uc5b4\ub098\ub294 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc790\ub3d9\uc73c\ub85c \uac10\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc29\ubc95\uc740 \uae30\uc874\uc758 \uaddc\uce59 \uae30\ubc18 \uc2dc\uc2a4\ud15c\ubcf4\ub2e4 \ud6e8\uc52c \ub354 \uc815\uad50\ud558\uac8c \ubb38\uc81c\ub97c \uc608\uce21\ud558\uace0, \uc870\uae30 \uacbd\ubcf4\ub97c \ubc1c\ub839\ud558\ub294 \ud6a8\uacfc\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uc608\ub97c \ub4e4\uc5b4, \uacfc\uac70 30\uc77c \uac04\uc758 CPU \uc0ac\uc6a9\ub960 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uc608\uce21 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uace0, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\uc640 \ube44\uad50\ud558\uc5ec \ud070 \ucc28\uc774\ub97c \ubcf4\uc77c \uacbd\uc6b0 \uc6b4\uc601\uc790\uc5d0\uac8c \uc54c\ub9bc\uc744 \ubcf4\ub0c5\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 \ub2e8\uc21c\ud55c \uc784\uacc4\uce58 \uacbd\uace0\ubcf4\ub2e4 \ud6e8\uc52c \ub354 \uc720\uc5f0\ud558\uba70, \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 MSA \ud658\uacbd\uc5d0\uc11c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\ub2e4\uc12f \ubc88\uc9f8 \uae30\ubc95\uc740 \uce90\uc26c \ub808\uc774\uc5b4 \ubc0f \ubd80\ud558 \ubd84\uc0b0 \uc2dc\uc2a4\ud15c\uc758 \uc131\ub2a5 \ubd84\uc11d\uc785\ub2c8\ub2e4. MSA \uc2dc\uc2a4\ud15c\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ub3d9\uc791\ud558\uc9c0\ub9cc, \uacf5\ud1b5\ub41c \uce90\uc26c \ub808\uc774\uc5b4\ub098 \ubd80\ud558 \ubd84\uc0b0 \uc7a5\uce58\uc640 \uc5f0\uacc4\ub418\uc5b4 \uc6b4\uc601\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubd80\ud488\ub4e4\uc758 \uc131\ub2a5\uc9c0\ud45c\ub97c \ubd84\uc11d\ud558\uace0 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \ud30c\uc545\ud558\ub294 \uac83\uc740 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc131\ub2a5 \uac1c\uc120\uc5d0 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n\uc11c\ube44\uc2a4 \uac04 \uce90\uc26c \ud788\ud2b8\uc728, \ubd80\ud558 \ubd84\uc0b0\uae30\uc758 \uc751\ub2f5\uc2dc\uac04, \ub124\ud2b8\uc6cc\ud06c \uc9c0\uc5f0 \uc2dc\uac04 \ub4f1\uc744 \uc8fc\uae30\uc801\uc73c\ub85c \uce21\uc815\ud558\uace0 \ubd84\uc11d\ud558\ub294 \uacfc\uc815\uc744 \ub3c4\uc785\ud568\uc73c\ub85c\uc368, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \ud568\uaed8, \ube44\uc815\uc0c1 \uc0c1\ud669 \ubc1c\uc0dd \uc2dc \uc790\ub3d9\uc73c\ub85c \uce90\uc26c \uc815\ucc45\uc744 \uc7ac\uc870\uc815\ud558\uac70\ub098 \ubd80\ud558 \ubd84\uc0b0 \uc815\ucc45\uc744 \ubcc0\uacbd\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \ud3ec\ud568\uc2dc\ud0a4\ub294 \uac83\ub3c4 \ud6a8\uacfc\uc801\uc778 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/p>\n\uc2e4\uc2dc\uac04 MSA \uc131\ub2a5 \ubd84\uc11d \uae30\ubc95\uc740 \uc774\ucc98\ub7fc \ub2e4\uc591\ud55c \ubc29\ubc95\ub860\uc744 \uacb0\ud569\ud558\uc5ec, \uc11c\ube44\uc2a4 \uc6b4\uc601 \uc2dc \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \uac01\uc885 \uc774\uc288\ub4e4\uc744 \uc0ac\uc804\uc5d0 \uc608\uce21\ud558\uace0 \ub300\uc751\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ubc95\ub4e4\uc744 \ub2e8\uacc4\ubcc4\ub85c \ub3c4\uc785\ud558\uace0 \ucd5c\uc801\ud654\ud558\ub294 \uacfc\uc815\uc5d0\uc11c, \uc6b4\uc601\uc790\uc640 \uac1c\ubc1c\uc790 \uac04\uc758 \uae34\ubc00\ud55c \ud611\uc5c5\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n\uc544\ub798\ub294 Prometheus\uc640 Grafana\ub97c \ud65c\uc6a9\ud558\uc5ec \uac04\ub2e8\ud558\uac8c \uba54\ud2b8\ub9ad \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \uc2dc\uac01\ud654\ud558\ub294 \ucf54\ub4dc \uc608\uc81c\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\ubcf8\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c \uad6c\ucd95 \uacfc\uc815\uc744 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<pre><code>\n\/\/ Prometheus \uc124\uc815 \uc608\uc81c (prometheus.yml)\nglobal:\n scrape_interval: 15s\n\nscrape_configs:\n - job_name: 'msa_service'\n static_configs:\n - targets: ['localhost:8080']\n\n\/\/ Grafana \ub300\uc2dc\ubcf4\ub4dc \uc124\uc815 \uc608\uc81c\n{\n \"dashboard\": {\n \"panels\": [\n {\n \"type\": \"graph\",\n \"title\": \"CPU \uc0ac\uc6a9\ub960\",\n \"targets\": [\n {\n \"expr\": \"node_cpu_seconds_total\",\n \"legendFormat\": \"{{cpu}}\"\n }\n ]\n }\n ]\n }\n}\n <\/code><\/pre>\n\uc774 \ucf54\ub4dc \uc608\uc81c\ub294 MSA \uc2dc\uc2a4\ud15c \ub0b4 \uc8fc\uc694 \uc11c\ube44\uc2a4\uc758 \uc131\ub2a5 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0, \uc774\ub97c \uc2dc\uac01\ud654\ud558\ub294 \ub370 \ud544\uc694\ud55c \uae30\ubcf8\uc801\uc778 \uc124\uc815 \ud30c\uc77c\ub4e4\uc785\ub2c8\ub2e4. \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uc5d0 \ub9de\ub294 \ucee4\uc2a4\ud140 \uc124\uc815\uacfc \uc138\ubc00\ud55c \uc870\uc815\uc774 \ucd94\uac00\ub418\uc5b4\uc57c \ud558\uc9c0\ub9cc, \uc774 \uc608\uc81c\ub294 \uc804\uccb4\uc801\uc778 \ud750\ub984\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\uc2e4\uc2dc\uac04 \uc131\ub2a5 \ubd84\uc11d \uae30\ubc95\uc740 \ub2e8\uc21c\ud788 \ub370\uc774\ud130\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\ub294 \uac83\uc744 \ub118\uc5b4, \uc9c0\ub09c \ub370\uc774\ud130\uc640 \ube44\uad50\ud558\uba70 \ucd94\uc138\ub97c \ubd84\uc11d\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ubbf8\ub798\uc758 \uc131\ub2a5 \ubcc0\ud654\ub97c \uc608\uce21\ud558\ub294 \ub2e8\uacc4\uae4c\uc9c0 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc811\uadfc \ubc29\uc2dd\uc740 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud558\uae30 \uc804\uc5d0 \ubbf8\ub9ac \ub300\uc751 \uc804\ub7b5\uc744 \uc138\uc6b8 \uc218 \uc788\ub294 \uae30\ubc18\uc744 \ub9c8\ub828\ud558\uba70, \uc2dc\uc2a4\ud15c \uc804\ubc18\uc5d0 \uac78\uce5c \uc2e0\ub8b0\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\ub610\ud55c, \uac01 \uae30\ubc95\ub4e4\uc774 \uc0c1\ud638 \ubcf4\uc644\uc801\uc73c\ub85c \uc791\ub3d9\ud558\ub3c4\ub85d \uad6c\uc131\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1, \ub85c\uadf8 \ubd84\uc11d, \uba54\ud2b8\ub9ad \ubaa8\ub2c8\ud130\ub9c1, \uc774\uc0c1 \uc9d5\ud6c4 \uac10\uc9c0\ub294 \ubaa8\ub450 \uc11c\ub85c \ub2e4\ub978 \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \ud65c\uc6a9\ud558\uc9c0\ub9cc, \uc774\ub4e4 \ubaa8\ub450\uac00 \ud1b5\ud569\ub418\uc5b4 \ud558\ub098\uc758 \uc911\uc559 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uad00\ub9ac\ub420 \ub54c, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc2e4\uc2dc\uac04 MSA \uc131\ub2a5 \ubd84\uc11d \uae30\ubc95\uc740 \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\uc640 \ubc1c\uc804\uc744 \ud1b5\ud574 \ub354\uc6b1 \uc815\uad50\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\uc758 \uae30\uc220 \uc9c4\ubcf4\uc640 \ud568\uaed8, \uc778\uacf5\uc9c0\ub2a5 \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18\uc758 \uc608\uce21 \ubd84\uc11d \uae30\ubc95\uc774 \ubcf4\ud3b8\ud654\ub418\uba74\uc11c, \ub2e8\uc21c\ud55c \ubaa8\ub2c8\ud130\ub9c1\uc744 \ub118\uc5b4 \uc790\uc728 \uc6b4\uc601 \uc2dc\uc2a4\ud15c \uad6c\ucd95\uae4c\uc9c0 \uac00\ub2a5\ud560 \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.<\/p>\n\uc774\uc640 \uac19\uc774 \ub2e4\uc591\ud55c \uae30\ubc95\ub4e4\uc744 \uc885\ud569\ud558\uc5ec \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uc2a4\ud15c \uc0c1\ud0dc\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0, \ubb38\uc81c \ubc1c\uc0dd \uac00\ub2a5\uc131\uc744 \ubbf8\ub9ac \uc608\uce21\ud558\ub294 \uac83\uc740 MSA \ud658\uacbd\uc5d0\uc11c \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc744 \ubcf4\uc7a5\ud558\ub294 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4. \uac01 \uae30\ubc95\uc758 \uc7a5\ub2e8\uc810\uc744 \uba85\ud655\ud788 \uc774\ud574\ud558\uace0, \uc774\ub97c \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0 \uc801\uc808\ud558\uac8c \uc801\uc6a9\ud558\ub294 \uac83\uc774 \uc55e\uc73c\ub85c\uc758 \uacfc\uc81c\uac00 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\uc885\ud569\uc801\uc73c\ub85c, \uc2e4\uc2dc\uac04 MSA \uc131\ub2a5 \ubd84\uc11d \uae30\ubc95\uc740 \uac01 \uc11c\ube44\uc2a4\uc758 \ub3c5\ub9bd\uc131\uacfc \uc0c1\ud638 \uc5f0\uacb0\uc131\uc744 \uace0\ub824\ud558\uc5ec, \ub2e4\uce35\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1 \uccb4\uacc4\ub97c \uad6c\ucd95\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc6b4\uc601\uc790\ub294 \uc11c\ube44\uc2a4 \uc7a5\uc560\ub97c \ubbf8\uc5f0\uc5d0 \ubc29\uc9c0\ud558\uace0, \uc0ac\uc6a9\uc790\uc5d0\uac8c \ubcf4\ub2e4 \uc548\uc815\uc801\uc774\uace0 \ube60\ub978 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 id=\"3-%eb%aa%a8%eb%8b%88%ed%84%b0%eb%a7%81-%eb%8f%84%ea%b5%ac%ec%99%80-%ec%82%ac%eb%a1%80-%ec%97%b0%ea%b5%ac-OZdIOuhzeU\">3. \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc640 \uc0ac\ub840 \uc5f0\uad6c<\/h2>\n\uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c\uc758 \uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uad6c\ud604\ud558\uae30 \uc704\ud574\uc11c\ub294 \ub2e4\uc591\ud55c \ub3c4\uad6c\uc640 \uae30\uc220\uc744 \uc801\uc808\ud788 \uacb0\ud569\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uac01 \ub3c4\uad6c\ub4e4\uc740 \uc11c\ub85c \ub2e4\ub978 \ud2b9\uc131\uacfc \uc7a5\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc73c\uba70, \uc774\ub97c \uc5b4\ub5bb\uac8c \uc870\ud569\ud558\ub290\ub0d0\uc5d0 \ub530\ub77c \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uacfc \ud6a8\uc728\uc131\uc774 \ub2ec\ub77c\uc9d1\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc758 \uac1c\uc694\uc640 \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c\uc758 \uc0ac\ub840 \uc5f0\uad6c\ub97c \uc911\uc2ec\uc73c\ub85c, \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc758 \uad6c\ucd95 \ubc29\ubc95\uc744 \uc2ec\ub3c4 \uc788\uac8c \ub2e4\ub8f9\ub2c8\ub2e4.<\/p>\n\uccab \ubc88\uc9f8\ub85c, Prometheus\ub294 \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc73c\ub85c\uc11c, \uc2dc\uac04 \uae30\ubc18\uc758 \uba54\ud2b8\ub9ad \ub370\uc774\ud130\ub97c \uc218\uc9d1, \uc800\uc7a5, \ucffc\ub9ac\ud558\ub294 \ub370 \ucd5c\uc801\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. Prometheus\uc758 \uc8fc\uc694 \uac15\uc810\uc740 \uac15\ub825\ud55c \ub370\uc774\ud130 \ubaa8\ub378\uacfc PromQL(Prometheus Query Language)\uc744 \ud1b5\ud55c \uc720\uc5f0\ud55c \ucffc\ub9ac \uae30\ub2a5\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud2b9\uc131 \ub355\ubd84\uc5d0, MSA \ud658\uacbd\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ubcf5\uc7a1\ud55c \uc131\ub2a5 \uc9c0\ud45c\ub4e4\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uc2e4\uc81c \uc0ac\ub840\ub85c, \ud55c \ub300\ud615 \uc774\ucee4\uba38\uc2a4 \uae30\uc5c5\uc740 Prometheus\uc640 Grafana\ub97c \ud65c\uc6a9\ud558\uc5ec \uac01 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\uc758 CPU, \uba54\ubaa8\ub9ac, \ub124\ud2b8\uc6cc\ud06c \uc0ac\uc6a9\ub7c9 \ub4f1\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc5c5\uc740 Prometheus\ub97c \ud1b5\ud574 10\ucd08 \ub2e8\uc704\ub85c \uba54\ud2b8\ub9ad \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0, Grafana \ub300\uc2dc\ubcf4\ub4dc\ub97c \ud1b5\ud574 \uc2e4\uc2dc\uac04 \uc2dc\uac01\ud654\ub97c \uad6c\ud604\ud558\uc5ec, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ube60\ub974\uac8c \ub300\uc751\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\ub450 \ubc88\uc9f8 \ub3c4\uad6c\ub294 Elastic Stack, \uc989 ELK \uc2a4\ud0dd(Elasticsearch, Logstash, Kibana)\uc785\ub2c8\ub2e4. ELK \uc2a4\ud0dd\uc740 \ub85c\uadf8 \ub370\uc774\ud130\uc758 \uc218\uc9d1, \uc800\uc7a5, \ubd84\uc11d, \uc2dc\uac01\ud654\ub97c \uc704\ud55c \ud1b5\ud569 \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uac01 \uc11c\ube44\uc2a4\uc758 \ub85c\uadf8 \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc218\uc9d1\ud558\uc5ec Elasticsearch\uc5d0 \uc800\uc7a5\ud558\uace0, \uc774\ub97c Kibana\ub97c \ud1b5\ud574 \uc2dc\uac01\ud654\ud568\uc73c\ub85c\uc368, \ubcf5\uc7a1\ud55c \ub85c\uadf8 \ub370\uc774\ud130\uc5d0\uc11c \ubb38\uc81c\uc758 \ud328\ud134\uc744 \uc989\uac01\uc801\uc73c\ub85c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ud2b9\ud788, \ud55c \uae08\uc735\uad8c\uc5d0\uc11c\ub294 ELK \uc2a4\ud0dd\uc744 \ub3c4\uc785\ud558\uc5ec \ubaa8\ub4e0 API \ud638\ucd9c \ub85c\uadf8\uc640 \uc624\ub958 \ub85c\uadf8\ub97c \uc911\uc559 \uc9d1\uc911\ud654\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574, \uc2e4\uc2dc\uac04 \ub85c\uadf8 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc11c\ube44\uc2a4 \uc7a5\uc560\uc758 \uc6d0\uc778\uc774 \ub418\ub294 \ud2b9\uc815 \ud328\ud134\uc744 \ubc1c\uacac\ud558\uace0, \ube60\ub974\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uccb4\uacc4\ub97c \ub9c8\ub828\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774 \uc0ac\ub840\ub294 \ub85c\uadf8 \ubaa8\ub2c8\ud130\ub9c1\uc758 \uc911\uc694\uc131\uc744 \uc798 \ubcf4\uc5ec\uc8fc\ub294 \uc608\uc2dc\uc785\ub2c8\ub2e4.<\/p>\n\uc138 \ubc88\uc9f8\ub85c, \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1 \ub3c4\uad6c\ub85c\uc11c Jaeger\uc640 Zipkin\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\ub4e4\uc740 \uc11c\ube44\uc2a4 \uac04\uc758 \ud638\ucd9c \uacbd\ub85c\ub97c \uc0c1\uc138\ud788 \ucd94\uc801\ud558\uc5ec, \uac01 \ud638\ucd9c \uc0ac\uc774\uc758 \uc9c0\uc5f0 \uc2dc\uac04\uacfc \ubcd1\ubaa9 \uad6c\uac04\uc744 \uc2dc\uac01\uc801\uc73c\ub85c \ubd84\uc11d\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. Jaeger\uc758 \uacbd\uc6b0, OpenTracing \ud45c\uc900\uc744 \uc9c0\uc6d0\ud558\uc5ec \ub2e4\uc591\ud55c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc640 \uc27d\uac8c \uc5f0\ub3d9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ud55c \uae00\ub85c\ubc8c IT \uae30\uc5c5\uc740 Jaeger\ub97c \ud65c\uc6a9\ud558\uc5ec, \uc218\ubc31 \uac1c\uc758 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uac04\uc758 \ud638\ucd9c \uacbd\ub85c\ub97c \uc2dc\uac01\ud654\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574, \uc11c\ube44\uc2a4 \uac04\uc758 \ubcf5\uc7a1\ud55c \uc0c1\ud638\uc791\uc6a9\uc744 \uba85\ud655\ud558\uac8c \uc774\ud574\ud558\uace0, \ud2b9\uc815 \uc11c\ube44\uc2a4\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \uc9c0\uc5f0 \ubb38\uc81c\ub97c \ube60\ub974\uac8c \ud0d0\uc9c0\ud55c \uc0ac\ub840\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1 \ub3c4\uad6c\ub294 MSA \ud658\uacbd\uc5d0\uc11c \ud544\uc218\uc801\uc778 \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ub124 \ubc88\uc9f8\ub85c, \uc774\uc0c1 \uc9d5\ud6c4 \uac10\uc9c0\ub97c \uc704\ud55c \ub3c4\uad6c\ub4e4\uc774 \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18\uc758 \uc774\uc0c1 \ud0d0\uc9c0 \uc194\ub8e8\uc158\uc778 Anodot\uc774\ub098 Moogsoft\ub294 \ud3c9\uc0c1\uc2dc\uc758 \uc131\ub2a5 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud558\uc5ec, \ube44\uc815\uc0c1\uc801\uc778 \ud328\ud134\uc744 \uc790\ub3d9\uc73c\ub85c \uac10\uc9c0\ud569\ub2c8\ub2e4. \ud55c \uc81c\uc870\uc5c5\uccb4\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec, \uac01 \uacf5\uc815 \ub2e8\uacc4\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ubbf8\uc138\ud55c \uc774\uc0c1 \uc2e0\ud638\ub97c \uc0ac\uc804\uc5d0 \ud3ec\ucc29\ud558\uace0, \uc0dd\uc0b0 \ub77c\uc778\uc758 \uc7a5\uc560\ub97c \ubbf8\uc5f0\uc5d0 \ubc29\uc9c0\ud558\ub294 \ub370 \uc131\uacf5\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\ub610\ud55c, MSA \uc2dc\uc2a4\ud15c\uc5d0\uc11c\ub294 \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\uc778 Kubernetes\uc640 \uc5f0\uacc4\ub41c \ubaa8\ub2c8\ud130\ub9c1 \uc194\ub8e8\uc158\ub3c4 \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. Kubernetes\uc758 \ub0b4\uc7a5 \ubaa8\ub2c8\ud130\ub9c1 \uae30\ub2a5\uacfc \ud568\uaed8, Prometheus, Grafana \ub4f1\uc774 \uc5f0\ub3d9\ub418\uc5b4 \ud074\ub7ec\uc2a4\ud130 \ub0b4 \ubaa8\ub4e0 \ucee8\ud14c\uc774\ub108\uc758 \uc0c1\ud0dc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574, \ucee8\ud14c\uc774\ub108\uc758 \uc0c1\ud0dc \ubcc0\ud654\ub098 \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9\ub7c9\uc758 \ube44\uc815\uc0c1\uc801 \uc99d\uac10\uc744 \uc989\uac01\uc801\uc73c\ub85c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uc774\uc640 \uac19\uc774 \ub2e4\uc591\ud55c \ub3c4\uad6c\ub4e4\uc744 \uc870\ud569\ud558\uc5ec \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud560 \ub54c, \uac01 \ub3c4\uad6c\uc758 \ud2b9\uc131\uc744 \uba85\ud655\ud788 \uc774\ud574\ud558\uace0 \ud1b5\ud569\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc544\ub798\ub294 Kubernetes \ud074\ub7ec\uc2a4\ud130 \ub0b4\uc758 \ucee8\ud14c\uc774\ub108 \uc0c1\ud0dc\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud55c \uac04\ub2e8\ud55c \uc124\uc815 \uc608\uc81c\uc785\ub2c8\ub2e4.<\/p>\n<pre><code>\n# Kubernetes \ubc30\ud3ec \ud30c\uc77c \uc608\uc81c (deployment.yaml)\napiVersion: apps\/v1\nkind: Deployment\nmetadata:\n name: msa-sample-deployment\nspec:\n replicas: 3\n selector:\n matchLabels:\n app: msa-sample\n template:\n metadata:\n labels:\n app: msa-sample\n spec:\n containers:\n - name: msa-sample-container\n image: your-image:latest\n ports:\n - containerPort: 8080\n resources:\n limits:\n cpu: \"500m\"\n memory: \"512Mi\"\n requests:\n cpu: \"250m\"\n memory: \"256Mi\"\n <\/code><\/pre>\n\uc774 \ucf54\ub4dc \uc608\uc81c\ub294 Kubernetes\uc5d0\uc11c MSA \uc2dc\uc2a4\ud15c\uc758 \ud55c \uad6c\uc131 \uc694\uc18c\ub97c \ubc30\ud3ec\ud558\ub294 \uae30\ubcf8 \uc608\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. Prometheus\ub294 \uc774\uc640 \uac19\uc740 \ubc30\ud3ec \ud658\uacbd\uc5d0\uc11c \uac01 Pod\uc758 \uba54\ud2b8\ub9ad\uc744 \uc218\uc9d1\ud558\uace0, Grafana\ub294 \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \ub300\uc2dc\ubcf4\ub4dc\ub97c \uc81c\uacf5\ud558\uc5ec, \uc6b4\uc601\uc790\uac00 \uc804\uccb4 \ud074\ub7ec\uc2a4\ud130\uc758 \uc0c1\ud0dc\ub97c \uc27d\uac8c \ud30c\uc545\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>\n\ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc758 \uc120\ud0dd\uacfc \ud1b5\ud569\uc740 \ub2e8\uc21c\ud788 \ud558\ub098\uc758 \uc81c\ud488\uc744 \ub3c4\uc785\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c, \uc804\uccb4 \uc2dc\uc2a4\ud15c \ud658\uacbd\uc5d0 \ub9de\ucd94\uc5b4 \ub2e4\uc591\ud55c \ub3c4\uad6c\ub4e4\uc774 \uc720\uae30\uc801\uc73c\ub85c \uc5f0\uacb0\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574, \uc544\ub798\uc640 \uac19\uc774 \uac01 \ub3c4\uad6c\uc758 \uc5ed\ud560\uc744 \uc815\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>Prometheus: \uba54\ud2b8\ub9ad \uc218\uc9d1 \ubc0f \uc800\uc7a5, \uc2e4\uc2dc\uac04 \uc131\ub2a5 \ub370\uc774\ud130 \ubaa8\ub2c8\ud130\ub9c1<\/li>\n<li>Grafana: \uc218\uc9d1\ub41c \uba54\ud2b8\ub9ad \ub370\uc774\ud130\uc758 \uc2dc\uac01\ud654 \ubc0f \ub300\uc2dc\ubcf4\ub4dc \uc81c\uacf5<\/li>\n<li>ELK \uc2a4\ud0dd: \ub85c\uadf8 \ub370\uc774\ud130\uc758 \uc218\uc9d1, \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654<\/li>\n<li>Jaeger\/Zipkin: \uc11c\ube44\uc2a4 \uac04 \ud638\ucd9c \uacbd\ub85c \ucd94\uc801 \ubc0f \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1<\/li>\n<li>\uc774\uc0c1 \uc9d5\ud6c4 \uac10\uc9c0 \uc194\ub8e8\uc158: \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18\uc758 \ube44\uc815\uc0c1 \ud328\ud134 \ud0d0\uc9c0<\/li>\n<\/ul>\n\uc774\uc640 \uac19\uc774 \ub3c4\uad6c\ub4e4\uc758 \ud2b9\uc131\uc744 \uace0\ub824\ud558\uc5ec \ud1b5\ud569\ub41c \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc740, MSA \ud658\uacbd\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \uc7a5\uc560 \uc0c1\ud669\uc744 \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub610\ud55c, \uac01 \ub3c4\uad6c\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ub370\uc774\ud130\ub294 \uc11c\ub85c \ubcf4\uc644\uc801\uc73c\ub85c \uc791\uc6a9\ud558\uc5ec, \ubcf4\ub2e4 \uc815\ubc00\ud55c \uc2dc\uc2a4\ud15c \uc0c1\ud0dc \ubd84\uc11d\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\ub610\ud55c, \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c \ub3c4\uad6c\ub4e4\uc744 \ud65c\uc6a9\ud55c \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud1b5\ud574, \uac01 \ub3c4\uad6c\uac00 \uc5b4\ub5bb\uac8c \ubb38\uc81c\ub97c \uc608\ubc29\ud558\uace0 \ud574\uacb0\ud588\ub294\uc9c0\uc5d0 \ub300\ud55c \uad6c\uccb4\uc801\uc778 \ub370\uc774\ud130\ub97c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud55c \uae00\ub85c\ubc8c \uc18c\ub9e4 \uae30\uc5c5\uc740 ELK \uc2a4\ud0dd\uc744 \ub3c4\uc785\ud55c \ud6c4, \uc6d4 \ud3c9\uade0 \uc7a5\uc560 \ubc1c\uc0dd \uac74\uc218\uac00 30% \uc774\uc0c1 \uac10\uc18c\ud558\uc600\uc73c\uba70, \uc7a5\uc560 \ub300\uc751\uc5d0 \uc18c\uc694\ub418\ub294 \ud3c9\uade0 \uc2dc\uac04\uc774 50% \ub2e8\ucd95\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc131\uacfc\ub294, \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc640 \uc131\ub2a5 \ubd84\uc11d \uae30\ubc95\uc774 \uc2e4\uc2dc\uac04 \ud658\uacbd\uc5d0\uc11c \uc5bc\ub9c8\ub098 \ud6a8\uacfc\uc801\uc73c\ub85c \uc791\uc6a9\ud560 \uc218 \uc788\ub294\uc9c0\ub97c \uc798 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n\ub2e4\uc591\ud55c \ubaa8\ub2c8\ud130\ub9c1 \uc0ac\ub840\ub97c \uc885\ud569\ud574 \ubcfc \ub54c, \uc131\uacf5\uc801\uc778 \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c \uc6b4\uc601\uc744 \uc704\ud574\uc11c\ub294 \uac01 \ub3c4\uad6c\uc758 \ub370\uc774\ud130\uac00 \uc0c1\ud638 \uc5f0\uacc4\ub418\uc5b4\uc57c \ud558\uba70, \uc774\ub97c \ud1b5\ud574 \ubcf4\ub2e4 \uc138\ubc00\ud55c \uc7a5\uc560 \uc6d0\uc778 \ubd84\uc11d\uc774 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud1b5\ud569 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc740, \ub2e8\uc21c\ud788 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \uac83\uc744 \ub118\uc5b4\uc11c, \uacb0\uacfc\ub97c \uc608\uce21\ud558\uace0 \ub300\uc751 \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\ub294 \ub370 \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc640 \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud1b5\ud574 \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c\uc5d0\uc11c\uc758 \uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1\uc774 \ub2e8\uc21c\ud55c \uae30\uc220 \ub3c4\uc785\uc744 \ub118\uc5b4\uc11c, \uc870\uc9c1 \uc804\uccb4\uc758 \uc6b4\uc601 \ucca0\ud559\uacfc \uc804\ub7b5\uc5d0 \uae4a\uc740 \uc601\ud5a5\uc744 \ubbf8\uce5c\ub2e4\ub294 \uc810\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c, \ubaa8\ub2c8\ud130\ub9c1 \uccb4\uacc4\ub97c \uc120\uc81c\uc801\uc73c\ub85c \uad6c\ucd95\ud55c \uae30\uc5c5\ub4e4\uc740 \uc2dc\uc2a4\ud15c \uc7a5\uc560\ub85c \uc778\ud55c \uc190\uc2e4\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ucf30\uc2b5\ub2c8\ub2e4.<\/p>\n\uc885\ud569\uc801\uc73c\ub85c, \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc758 \ucd5c\uc885 \ubaa9\ud45c\ub294 \uc6b4\uc601\uc790\uac00 \uc2dc\uc2a4\ud15c\uc758 \uc0c1\ud0dc\ub97c \uc9c1\uad00\uc801\uc73c\ub85c \ud30c\uc545\ud558\uace0, \uc7a0\uc7ac\uc801\uc778 \ubb38\uc81c\uc5d0 \ub300\ud574 \uc0ac\uc804 \ub300\uc751\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574, \uac01 \ub3c4\uad6c\ub4e4\uc758 \uc0c1\ud638 \ubcf4\uc644\uc801 \uc791\uc6a9\uacfc \ud1b5\ud569\ub41c \ub370\uc774\ud130 \ubd84\uc11d \uccb4\uacc4\ub97c \ub9c8\ub828\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h2 id=\"4-%ec%8b%a4%ec%8b%9c%ea%b0%84-msa-%ec%8b%9c%ec%8a%a4%ed%85%9c-%ea%b5%ac%ed%98%84-%ec%a0%84%eb%9e%b5%ea%b3%bc-%ec%bd%94%eb%93%9c-%ec%98%88%ec%a0%9c-OZdIOuhzeU\">4. \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c \uad6c\ud604 \uc804\ub7b5\uacfc \ucf54\ub4dc \uc608\uc81c<\/h2>\n\uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c\uc744 \uc131\uacf5\uc801\uc73c\ub85c \uad6c\ud604\ud558\uae30 \uc704\ud574\uc11c\ub294, \uc6b0\uc120\uc801\uc778 \uc2dc\uc2a4\ud15c \uc124\uacc4\ubd80\ud130 \ubc30\ud3ec, \uc6b4\uc601, \uadf8\ub9ac\uace0 \uc9c0\uc18d\uc801\uc778 \uc131\ub2a5 \uac1c\uc120\uae4c\uc9c0 \uc804\ubc18\uc801\uc778 \uc804\ub7b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uc2e4\uc2dc\uac04 \uc131\ub2a5 \ubd84\uc11d\uacfc \ubaa8\ub2c8\ud130\ub9c1 \uae30\ubc95\uc744 \uc2e4\uc81c \uc2dc\uc2a4\ud15c\uc5d0 \uc801\uc6a9\ud558\ub294 \uc804\ub7b5\uc744 \ub2e8\uacc4\ubcc4\ub85c \uc124\uba85\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uad6c\uccb4\uc801\uc778 \ucf54\ub4dc \uc608\uc81c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\uccab \ubc88\uc9f8 \ub2e8\uacc4\ub294 \uc2dc\uc2a4\ud15c \uc544\ud0a4\ud14d\ucc98 \uc124\uacc4\uc785\ub2c8\ub2e4. MSA \ud658\uacbd\uc5d0\uc11c\ub294 \uac01 \uc11c\ube44\uc2a4\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \ub3d9\uc791\ud558\ub294 \ub9cc\ud07c, \ub124\ud2b8\uc6cc\ud06c \ud1b5\uc2e0, \ub370\uc774\ud130 \uc77c\uad00\uc131, \uc7a5\uc560 \ub300\uc751 \ub4f1 \ub2e4\uc591\ud55c \uc694\uc18c\ub97c \uace0\ub824\ud558\uc5ec \uc124\uacc4\ud574\uc57c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc11c\ube44\uc2a4 \uac04 \ud1b5\uc2e0\uc744 \uc704\ud55c API \uac8c\uc774\ud2b8\uc6e8\uc774\uc640 \uc11c\ube44\uc2a4 \uba54\uc26c\ub97c \ub3c4\uc785\ud558\uc5ec, \ub370\uc774\ud130 \ud750\ub984\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uad00\ub9ac\ud558\uace0, \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \uc790\ub3d9\uc73c\ub85c \uc7a5\uc560 \uaca9\ub9ac \ubc0f \ubcf5\uad6c\uac00 \uac00\ub2a5\ud558\ub3c4\ub85d \uad6c\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ub450 \ubc88\uc9f8 \ub2e8\uacc4\ub294 \uc131\ub2a5 \ubd84\uc11d \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \uc778\ud504\ub77c \uad6c\ucd95\uc785\ub2c8\ub2e4. \uc55e\uc11c \uc5b8\uae09\ud55c Prometheus, Grafana, ELK \uc2a4\ud0dd, Jaeger \ub4f1\uc758 \ub3c4\uad6c\ub4e4\uc744 \ud1b5\ud569\ud558\uc5ec, \uac01 \uc11c\ube44\uc2a4\uc758 \uc131\ub2a5 \uc9c0\ud45c\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc218\uc9d1\ud558\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \ud658\uacbd\uc744 \ub9c8\ub828\ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c\ub294 \ubaa8\ub2c8\ud130\ub9c1 \ub370\uc774\ud130\ub97c \uc911\uc559 \uc9d1\uc911\ud654\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc790\ub3d9 \uacbd\uace0 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\uc138 \ubc88\uc9f8 \ub2e8\uacc4\ub294 \uc11c\ube44\uc2a4 \ubc30\ud3ec \uc790\ub3d9\ud654\uc640 \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc785\ub2c8\ub2e4. Kubernetes\uc640 \uac19\uc740 \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec, \uac01 \uc11c\ube44\uc2a4\uc758 \ubc30\ud3ec \ubc0f \uc2a4\ucf00\uc77c\ub9c1\uc744 \uc790\ub3d9\ud654\ud558\uace0, \uc6b4\uc601\uc790\uac00 \uc2dc\uc2a4\ud15c \uc790\uc6d0\uc758 \ucd5c\uc801\ud654\ub97c \uc190\uc27d\uac8c \uc9c4\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c\ub294 CI\/CD(\uc9c0\uc18d\uc801 \ud1b5\ud569 \ubc0f \ubc30\ud3ec) \ud30c\uc774\ud504\ub77c\uc778\uc744 \uad6c\ucd95\ud558\uc5ec, \ucf54\ub4dc \ubcc0\uacbd \uc2dc \uc790\ub3d9\uc73c\ub85c \ud14c\uc2a4\ud2b8 \ubc0f \ubc30\ud3ec\uac00 \uc774\ub8e8\uc5b4\uc9c0\ub3c4\ub85d \ud558\ub294 \uac83\uc774 \ud575\uc2ec\uc785\ub2c8\ub2e4.<\/p>\n\ub124 \ubc88\uc9f8 \ub2e8\uacc4\ub294 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ud53c\ub4dc\ubc31 \ub8e8\ud504 \uad6c\ucd95\uc785\ub2c8\ub2e4. \uc11c\ube44\uc2a4 \uc6b4\uc601 \uc911 \ubc1c\uc0dd\ud558\ub294 \uc131\ub2a5 \ub370\uc774\ud130\ub97c \uc8fc\uae30\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uace0, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uc2dc\uc2a4\ud15c\uc744 \uc870\uc815\ud558\ub294 \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub97c \ub9c8\ub828\ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c, \uc774\uc0c1 \uc9d5\ud6c4\uac00 \uac10\uc9c0\ub418\uba74 \uc790\ub3d9\uc73c\ub85c \uc11c\ube44\uc2a4 \uc778\uc2a4\ud134\uc2a4\ub97c \ud655\uc7a5\ud558\uac70\ub098, \uc7a5\uc560\ub97c \uac10\uc9c0\ud55c \ubd80\ubd84\uc744 \uc7ac\ubc30\ud3ec\ud558\ub294 \ub4f1\uc758 \ub300\uc751 \uc804\ub7b5\uc744 \ub9c8\ub828\ud558\uc5ec, \uc9c0\uc18d\uc801\uc73c\ub85c \uc2dc\uc2a4\ud15c \uc548\uc815\uc131\uc744 \ub192\uc785\ub2c8\ub2e4.<\/p>\n\ub2e4\uc12f \ubc88\uc9f8 \ub2e8\uacc4\ub294 \uc2dc\uc2a4\ud15c \ud14c\uc2a4\ud2b8\uc640 \uc2dc\ubbac\ub808\uc774\uc158\uc785\ub2c8\ub2e4. \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \uc7a5\uc560 \uc0c1\ud669\uacfc \uacfc\ubd80\ud558 \uc870\uac74\uc744 \ubbf8\ub9ac \uc608\uce21\ud558\uace0, \uc774\uc5d0 \ub300\ud55c \ub300\uc751 \ubc29\uc548\uc744 \ub9c8\ub828\ud558\uae30 \uc704\ud574, \uc2a4\ud2b8\ub808\uc2a4 \ud14c\uc2a4\ud2b8\uc640 \ubd80\ud558 \ubd84\uc0b0 \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574, \uc2dc\uc2a4\ud15c\uc758 \ud55c\uacc4\uc810\uc744 \uc0ac\uc804\uc5d0 \ud30c\uc545\ud558\uace0, \ud544\uc694 \uc2dc \uc544\ud0a4\ud14d\ucc98\ub97c \uc7ac\uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uc544\ub798\ub294 Kubernetes\uc640 Prometheus, Grafana, Jaeger\ub97c \ud65c\uc6a9\ud55c \uac04\ub2e8\ud55c \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c \uad6c\ud604 \uc608\uc81c \ucf54\ub4dc\uc785\ub2c8\ub2e4. \uc774 \uc608\uc81c\ub294 \uc11c\ube44\uc2a4 \ubc30\ud3ec, \uba54\ud2b8\ub9ad \uc218\uc9d1, \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1\uc744 \uc5f0\uacc4\ud558\ub294 \uacfc\uc815\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<pre><code>\n# deployment.yaml - MSA \uc11c\ube44\uc2a4 \ubc30\ud3ec \uc608\uc81c\napiVersion: apps\/v1\nkind: Deployment\nmetadata:\n name: msa-service\nspec:\n replicas: 3\n selector:\n matchLabels:\n app: msa-app\n template:\n metadata:\n labels:\n app: msa-app\n spec:\n containers:\n - name: msa-container\n image: your-repo\/msa-service:latest\n ports:\n - containerPort: 8080\n env:\n - name: OTEL_TRACES_EXPORTER\n value: \"jaeger\"\n - name: OTEL_EXPORTER_JAEGER_ENDPOINT\n value: \"http:\/\/jaeger-collector:14268\/api\/traces\"\n\n# service.yaml - Kubernetes \uc11c\ube44\uc2a4 \ub178\ucd9c \uc608\uc81c\napiVersion: v1\nkind: Service\nmetadata:\n name: msa-service\nspec:\n selector:\n app: msa-app\n ports:\n - protocol: TCP\n port: 80\n targetPort: 8080\n <\/code><\/pre>\n\uc774 \ucf54\ub4dc \uc608\uc81c\ub294 MSA \uc2dc\uc2a4\ud15c \ub0b4 \ud558\ub098\uc758 \ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4\ub97c Kubernetes \ud074\ub7ec\uc2a4\ud130\uc5d0 \ubc30\ud3ec\ud558\uace0, Prometheus \uc640 \uac19\uc740 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc5d0\uc11c \uba54\ud2b8\ub9ad\uc744 \uc218\uc9d1\ud558\uba70, Jaeger\ub97c \ud1b5\ud55c \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1\uc744 \ud65c\uc131\ud654\ud558\ub294 \uae30\ubcf8 \uc124\uc815\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c\ub294 \uc774\uc640 \uac19\uc740 \uc124\uc815\uc744 \uae30\ubc18\uc73c\ub85c, \uc11c\ube44\uc2a4\ub9c8\ub2e4 \uc138\ubc00\ud55c \ubaa8\ub2c8\ud130\ub9c1 \uc124\uc815\uacfc \uc7a5\uc560 \ub300\uc751 \ub85c\uc9c1\uc744 \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ub610\ud55c, CI\/CD \ud30c\uc774\ud504\ub77c\uc778 \uad6c\ucd95\uc744 \uc704\ud55c Jenkins \ub610\ub294 GitLab CI\uc640\uc758 \uc5f0\ub3d9\uc744 \uace0\ub824\ud558\uba74, \ucf54\ub4dc\uac00 \ubcc0\uacbd\ub420 \ub54c\ub9c8\ub2e4 \uc790\ub3d9\uc73c\ub85c \ud14c\uc2a4\ud2b8, \ube4c\ub4dc, \ubc30\ud3ec\uac00 \uc9c4\ud589\ub418\uc5b4 \uc9c0\uc18d\uc801\uc778 \uc6b4\uc601 \uac1c\uc120\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc790\ub3d9\ud654\ub294 \uc804\uccb4\uc801\uc778 \uac1c\ubc1c \ubc0f \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4.<\/p>\nMSA \uc2dc\uc2a4\ud15c \uad6c\ud604 \uacfc\uc815\uc5d0\uc11c\ub294 \uac1c\ubc1c, \uc6b4\uc601, \ubcf4\uc548 \ub4f1 \ub2e4\uc591\ud55c \ubd80\uc11c \uac04\uc758 \ud611\uc5c5\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \ucf54\ub4dc \ucd5c\uc801\ud654\uc640 \uc624\ub958 \ucc98\ub9ac\uc5d0 \uc9d1\uc911\ud558\uace0, \uc6b4\uc601\uc790\ub294 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ud2b8\ub798\ud53d \uad00\ub9ac\uc5d0 \uc8fc\ub825\ud558\uba70, \ubcf4\uc548 \ud300\uc740 \ub370\uc774\ud130 \ubb34\uacb0\uc131\uacfc \uc811\uadfc \uc81c\uc5b4\ub97c \ub2f4\ub2f9\ud569\ub2c8\ub2e4. \uc774\uc640 \uac19\uc774 \uac01 \ubd80\uc11c\uac00 \uc720\uae30\uc801\uc73c\ub85c \ud611\ub825\ud560 \ub54c, \uc548\uc815\uc801\uc774\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c MSA \uc2dc\uc2a4\ud15c\uc774 \uc644\uc131\ub429\ub2c8\ub2e4.<\/p>\n\ub610\ud55c, \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0\uc11c\ub294 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1, \ubb34\uc911\ub2e8 \ubc30\ud3ec, \ub864\ubc31 \ub4f1 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \uc6b4\uc601 \ub9ac\uc2a4\ud06c\ub97c \ucd5c\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ub2a5\ub4e4\uc740 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc790\ub3d9\uc73c\ub85c \ud2b8\ub9ac\uac70 \ub418\uba70, \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uacbd\uc6b0 \ube60\ub974\uac8c \ud574\uacb0\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n\uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c \uad6c\ud604 \uc804\ub7b5\uc740 \ub2e8\uc21c\ud788 \uae30\uc220\uc801\uc778 \ub3c4\uad6c\uc758 \ub3c4\uc785\ub9cc\uc774 \uc544\ub2c8\ub77c, \uc870\uc9c1\uc758 \uc6b4\uc601 \ubb38\ud654\uc640 \ud504\ub85c\uc138\uc2a4 \ubcc0\ud654\uc5d0 \uae30\uc778\ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574, \uc9c0\uc18d\uc801\uc778 \uad50\uc721\uacfc \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub97c \ud1b5\ud574 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc758 \ud6a8\uacfc\ub97c \uadf9\ub300\ud654\ud558\uace0, \uc7a5\uc560 \ub300\uc751 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ubcf8 \uc139\uc158\uc5d0\uc11c \ub2e4\ub8ec \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c \uad6c\ud604 \uc804\ub7b5\uacfc \ucf54\ub4dc \uc608\uc81c\ub294, \uc2e4\ubb34\uc5d0\uc11c \uc989\uc2dc \uc801\uc6a9 \uac00\ub2a5\ud55c \uad6c\uccb4\uc801\uc778 \ubc29\ubc95\ub860\uc744 \uc81c\uc2dc\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc\ubc95\uc740 \uc11c\ube44\uc2a4\uc758 \uc548\uc815\uc131\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uac1c\uc120 \uac00\ub2a5\uc131\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uc774\ub04c\uc5b4\ub0b4\uc5b4, \uacb0\uad6d \uc804\uc0ac\uc801\uc778 \uacbd\uc7c1\ub825 \uac15\ud654\ub85c \uc774\uc5b4\uc9c0\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\uc885\ud569\ud558\uba74, \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c \uad6c\ud604\uc740 \ucca0\uc800\ud55c \uc544\ud0a4\ud14d\ucc98 \uc124\uacc4, \ud6a8\uacfc\uc801\uc778 \uc131\ub2a5 \ubd84\uc11d \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \uc778\ud504\ub77c \uad6c\ucd95, \uc790\ub3d9\ud654\ub41c \ubc30\ud3ec \ubc0f \ud53c\ub4dc\ubc31 \uc2dc\uc2a4\ud15c, \uadf8\ub9ac\uace0 \uc9c0\uc18d\uc801\uc778 \ud14c\uc2a4\ud2b8\uc640 \uac1c\uc120 \uacfc\uc815\uc744 \ud3ec\ud568\ud55c \ub2e4\uce35\uc801 \uc804\ub7b5\uc73c\ub85c \uc811\uadfc\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574, \ubcc0\ud654\ud558\ub294 \uc2dc\uc7a5 \ud658\uacbd\uacfc \uc0ac\uc6a9\uc790 \uc694\uad6c\uc5d0 \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uc73c\uba70, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uacfc \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\uc694\uc57d\ud558\uc790\uba74, \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c\uc740 \uace0\ub3c4\uc758 \uc131\ub2a5 \ubd84\uc11d \uae30\ubc95\uacfc \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc758 \ud1b5\ud569\uc744 \ud1b5\ud574, \ubb38\uc81c \ubc1c\uc0dd \uac00\ub2a5\uc131\uc744 \ubbf8\ub9ac \uc608\uce21\ud558\uace0, \uc2e0\uc18d\ud788 \ub300\uc751\ud560 \uc218 \uc788\ub294 \uccb4\uacc4\ub97c \ub9c8\ub828\ud558\ub294 \uac83\uc774 \ud575\uc2ec\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc11c\ube44\uc2a4\uc758 \uace0\uac00\uc6a9\uc131, \ud655\uc7a5\uc131 \ubc0f \ud6a8\uc728\uc131\uc744 \ubcf4\uc7a5\ud560 \uc218 \uc788\uc73c\uba70, \uace0\uac1d \ub9cc\uc871\ub3c4\uc640 \uacbd\uc7c1\ub825\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ubcf8 \uae00\uc5d0\uc11c \uc81c\uc2dc\ud55c \uc0ac\ub840, \ub3c4\uad6c, \uadf8\ub9ac\uace0 \ucf54\ub4dc \uc608\uc81c\ub294 \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0 \uc27d\uac8c \uc801\uc6a9\ub420 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc73c\uba70, \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uc790\uccb4 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c \uad6c\ucd95\uc740 \ubaa8\ub4e0 IT \uc870\uc9c1\uc5d0 \uc2e4\uc9c8\uc801\uc778 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4. \uae30\uc220 \ubc1c\uc804\uc5d0 \ub530\ub978 \uc9c0\uc18d\uc801\uc778 \uc2dc\uc2a4\ud15c \uac1c\uc120\uc744 \uc704\ud574, \ud5a5\ud6c4\uc5d0\ub3c4 MSA \ud658\uacbd\uc5d0\uc11c\uc758 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc131\ub2a5 \ucd5c\uc801\ud654 \uc5f0\uad6c\ub294 \uacc4\uc18d\ub418\uc5b4\uc57c \ud560 \uc911\uc694\ud55c \ubd84\uc57c\uc784\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c\uc758 \uc131\uacf5\uc801\uc778 \uad6c\ucd95\uc740 \ub2e8\uc21c\ud788 \ub3c4\uad6c\ub97c \ub3c4\uc785\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c, \uc804\uccb4 \uc2dc\uc2a4\ud15c\uacfc \uc870\uc9c1\uc758 \ubb38\ud654\uc801 \ubcc0\ud654\uc640\ub3c4 \ubc00\uc811\ud558\uac8c \uc5f0\uacb0\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uccb4\uacc4\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ud53c\ub4dc\ubc31 \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud574, \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 IT \ud658\uacbd\uc5d0\uc11c \uc9c0\uc18d \uac00\ub2a5\ud55c \uc131\uc7a5\uc744 \uc774\ub8e8\uc5b4\ub0b4\ub294 \uac83\uc774 \uc55e\uc73c\ub85c\uc758 \uacfc\uc81c\uc785\ub2c8\ub2e4.<\/p>\n\uc694\uc57d:<\/strong> \ubcf8 \ube14\ub85c\uadf8 \uac8c\uc2dc\uae00\uc740 \uc131\ub2a5 \ubd84\uc11d\uacfc \ubaa8\ub2c8\ud130\ub9c1\uc73c\ub85c \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \ubc29\ubc95\uc744 \uc2ec\ub3c4 \uc788\uac8c \ub2e4\ub8e8\uc5c8\uc2b5\ub2c8\ub2e4. \uc11c\ub860\uc5d0\uc11c\ub294 MSA \uc2dc\uc2a4\ud15c\uc758 \ubcf5\uc7a1\uc131\uacfc \uc6b4\uc601 \ud544\uc694\uc131\uc744 \uc18c\uac1c\ud558\uace0, \ub450 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \uc2e4\uc2dc\uac04 \uc131\ub2a5 \ubd84\uc11d \uae30\ubc95\uc73c\ub85c \ubd84\uc0b0 \ud2b8\ub808\uc774\uc2f1, \ub85c\uadf8 \uc218\uc9d1, \uba54\ud2b8\ub9ad \ubaa8\ub2c8\ud130\ub9c1, \uc774\uc0c1 \uc9d5\ud6c4 \uac10\uc9c0\uc758 \ub2e4\uc591\ud55c \ubc29\ubc95\uc744 \uc0c1\uc138\ud788 \uc124\uba85\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc138 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 Prometheus, ELK \uc2a4\ud0dd, Jaeger \ub4f1 \ucd5c\uc2e0 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\uc640, \uc774\ub97c \uc131\uacf5\uc801\uc73c\ub85c \uc6b4\uc601\ud558\uace0 \uc788\ub294 \uc2e4\uc81c \uc0ac\ub840 \uc5f0\uad6c\ub97c \ud1b5\ud574 \ud6a8\uacfc\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1 \uc804\ub7b5\uc744 \uc81c\uc2dc\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ub124 \ubc88\uc9f8 \uc139\uc158\uc5d0\uc11c\ub294 \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c\uc758 \uad6c\ud604 \uc804\ub7b5\uacfc, Kubernetes \uae30\ubc18\uc758 \ucf54\ub4dc \uc608\uc81c\ub97c \ud3ec\ud568\ud558\uc5ec \uc2e4\uc81c \ud658\uacbd\uc5d0\uc11c \uc801\uc6a9 \uac00\ub2a5\ud55c \ubc29\ubc95\ub860\uc744 \uc81c\uc2dc\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc870\uc9c1 \uc804\ubc18\uc758 \uc2dc\uc2a4\ud15c \uc548\uc815\uc131\uacfc \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc744 \uad6c\uccb4\uc801\uc73c\ub85c \uc0b4\ud3b4\ubcf4\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"\ubaa8\ub2c8\ud130\ub9c1\uacfc \uc131\ub2a5 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc7a5\uc560 \uc608\ubc29\uacfc \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud55c \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c. \uc548\uc815\uc801 \uc11c\ube44\uc2a4\uc640 \uc2e0\uc18d\ud55c \ub300\uc751\uc73c\ub85c \ubbf8\ub798\ub97c \uc900\ube44\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"author":1,"featured_media":55724,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1957],"tags":[200,2049,614],"class_list":["post-55720","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-development","tag-amazon","tag-architecture","tag-netflix"],"acf":[],"_links":{"self":[{"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/posts\/55720","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=55720"}],"version-history":[{"count":1,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/posts\/55720\/revisions"}],"predecessor-version":[{"id":55723,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/posts\/55720\/revisions\/55723"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/media\/55724"}],"wp:attachment":[{"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/media?parent=55720"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/categories?post=55720"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/8gfg.shop\/blog\/wp-json\/wp\/v2\/tags?post=55720"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

{"id":55720,"date":"2025-03-11T22:06:32","date_gmt":"2025-03-11T13:06:32","guid":{"rendered":"https:\/\/8gfg.shop\/blog\/development\/real-time-msa-system-implemented-with-performance-analysis-and-monitoring"},"modified":"2025-03-11T22:06:35","modified_gmt":"2025-03-11T13:06:35","slug":"real-time-msa-system-implemented-with-performance-analysis-and-monitoring","status":"publish","type":"post","link":"https:\/\/8gfg.shop\/blog\/development\/real-time-msa-system-implemented-with-performance-analysis-and-monitoring","title":{"rendered":"\uc131\ub2a5 \ubd84\uc11d\uacfc \ubaa8\ub2c8\ud130\ub9c1\uc73c\ub85c \uad6c\ud604\ud558\ub294 \uc2e4\uc2dc\uac04 MSA \uc2dc\uc2a4\ud15c"},"content":{"rendered":"

\n
\ubaa9\ucc28<\/h2>\n