{"id":55897,"date":"2025-03-11T23:17:03","date_gmt":"2025-03-11T14:17:03","guid":{"rendered":"https:\/\/bbphapae.shop\/blog\/development\/service-autoscaling-strategy-to-maximize-resource-efficiency"},"modified":"2025-03-11T23:17:06","modified_gmt":"2025-03-11T14:17:06","slug":"service-autoscaling-strategy-to-maximize-resource-efficiency","status":"publish","type":"post","link":"https:\/\/bbphapae.shop\/blog\/development\/service-autoscaling-strategy-to-maximize-resource-efficiency","title":{"rendered":"\uc790\uc6d0 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \uc11c\ube44\uc2a4 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc804\ub7b5"},"content":{"rendered":"
<\/p>\n
\ud604\ub300\uc758 IT \ud658\uacbd\uc5d0\uc11c\ub294 \ud2b8\ub798\ud53d\uc758 \uae09\uaca9\ud55c \ubcc0\ud654\uc640 \ub2e4\uc591\ud55c \uc678\ubd80 \uc694\uc778\uc5d0 \ub300\uc751\ud558\uc5ec \uc11c\ube44\uc2a4\uc758 \uc548\uc815\uc131\uacfc \ud655\uc7a5\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc778 \uacfc\uc81c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\uc2dc\ud0a4\uae30 \uc704\ud558\uc5ec \uc11c\ube44\uc2a4 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc740 \uc11c\ubc84 \uc790\uc6d0\uacfc \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc778\uc2a4\ud134\uc2a4\ub97c \ub3d9\uc801\uc73c\ub85c \uc99d\uac10\uc2dc\ud0a4\ub294 \uc790\ub3d9\ud654\ub41c \uc194\ub8e8\uc158\uc73c\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc73c\uba70, \uae30\uc5c5\ub4e4\uc740 \uc774 \uc804\ub7b5\uc744 \ud1b5\ud574 \ube44\uc6a9 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\uace0 \ub2e4\uc6b4\ud0c0\uc784\uc744 \ucd5c\uc18c\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc740 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \ud658\uacbd\uc5d0\uc11c \ud2b9\ud788 \uc911\uc694\ud558\uac8c \ub2e4\ub8e8\uc5b4\uc9c0\uba70, \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \ucef4\ud4e8\ud305 \uc790\uc6d0, \uba54\ubaa8\ub9ac, \ub124\ud2b8\uc6cc\ud06c \ub300\uc5ed\ud3ed \ub4f1 \ub2e4\uc591\ud55c \uc694\uc18c\ub97c \uc790\ub3d9\uc73c\ub85c \uc870\uc808\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \ud2b8\ub798\ud53d \uae09\uc99d\uc774\ub098 \uc608\uae30\uce58 \ubabb\ud55c \uc7a5\uc560 \uc0c1\ud669\uc5d0\ub3c4 \uc720\uc5f0\ud558\uac8c \ub300\ucc98\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc11c\ube44\uc2a4 \uac00\uc6a9\uc131\uacfc \uc751\ub2f5\uc18d\ub3c4\uac00 \ud06c\uac8c \uac1c\uc120\ub429\ub2c8\ub2e4. \uae30\uc5c5\uc740 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc744 \ub3c4\uc785\ud568\uc73c\ub85c\uc368 \ud544\uc694 \uc2dc \uc790\uc6d0\uc744 \ube60\ub974\uac8c \ud655\ub300\ud558\uace0, \uacfc\ub3c4\ud55c \uc790\uc6d0 \ub0ad\ube44\ub97c \ubc29\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\ucd5c\uadfc \uba87 \ub144\uac04\uc758 \ud074\ub77c\uc6b0\ub4dc \uc2dc\uc7a5 \ub3d9\ud5a5\uc744 \uc0b4\ud3b4\ubcf4\uba74, \ub9ce\uc740 \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc774 \ud6a8\uc728\uc801\uc778 \uc790\uc6d0 \ud65c\uc6a9\uc744 \uc704\ud574 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uae30\uc220\uc5d0 \ub9c9\ub300\ud55c \ud22c\uc790\ub97c \ud558\uace0 \uc788\uc74c\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub9c8\uc874 \uc6f9 \uc11c\ube44\uc2a4, \uad6c\uae00 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc, \ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 Azure \ub4f1 \ub300\ud615 \ud074\ub77c\uc6b0\ub4dc \uacf5\uae09\uc790\ub4e4\uc740 \uc774\ubbf8 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uae30\ub2a5\uc744 \uae30\ubcf8 \uc81c\uacf5\ud558\uace0 \uc788\uc73c\uba70, \uc774\uc5d0 \ub530\ub77c \uc218\ub9ce\uc740 \uc911\uc18c\uae30\uc5c5\ub4e4\ub3c4 \uc774 \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \uacbd\uc7c1\ub825\uc744 \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c, \ud2b8\ub798\ud53d \ud328\ud134 \ubd84\uc11d \ubc0f \uc608\uce21 \uc54c\uace0\ub9ac\uc998\uc758 \ubc1c\uc804\uc740 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc758 \uc2e0\ub8b0\uc131\uc744 \ub192\uc5ec \uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc774\uc640 \uac19\uc740 \ud658\uacbd\uc801 \uc694\uc778 \ubc0f \uacbd\uc81c\uc801 \uc555\ubc15 \uc544\ub798, \uc11c\ube44\uc2a4 \uc81c\uacf5\uc790\ub294 \ube44\uc988\ub2c8\uc2a4 \uc5f0\uc18d\uc131\uc744 \ud655\ubcf4\ud558\uba74\uc11c\ub3c4 \ube44\uc6a9 \ubd80\ub2f4\uc744 \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud574 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc804\ub7b5\uc744 \uc801\uadf9 \ub3c4\uc785\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc740 \ud53c\ud06c\ud0c0\uc784\uc5d0\ub9cc \uc790\uc6d0\uc744 \uc99d\uc124\ud558\uc5ec \ube44\uc6a9 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uace0, \ud3c9\uc0c1\uc2dc\uc5d0\ub294 \ucd5c\uc18c\ud55c\uc758 \uc790\uc6d0\uc73c\ub85c \uc6b4\uc601\ud558\ub294 \u2018\uc218\uc694 \uae30\ubc18 \uc790\uc6d0 \ud560\ub2f9\u2019 \ubc29\uc2dd\uc744 \ucc44\ud0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 IT \uc778\ud504\ub77c \uad00\ub9ac\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc218\ud589\ud558\ub294 \ub3d9\uc2dc\uc5d0, \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\ub97c \uadf9\ub300\ud654\ud560 \uc218 \uc788\ub294 \ucd5c\uc120\uc758 \ubc29\ubc95\uc73c\ub85c \ud3c9\uac00\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\ub354\ubd88\uc5b4 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc740 \ub0b4\ubd80 \uc6b4\uc601\ud300\uc758 \ubd80\ub2f4\ub3c4 \ud06c\uac8c \ub35c\uc5b4\uc90d\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \ubc29\uc2dd\uc758 \uc218\ub3d9\uc801 \uc790\uc6d0 \uad00\ub9ac\uc5d0\uc11c\ub294 \uac01\uc885 \ubaa8\ub2c8\ud130\ub9c1, \uc608\uce21, \uc870\uc815 \uc791\uc5c5\uc774 \ud544\uc694\ud588\uc73c\ub098, \ucd5c\uc2e0 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc194\ub8e8\uc158\uc740 \uc778\uacf5\uc9c0\ub2a5 \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ub3c4\uc785\ud558\uc5ec \uc2e4\uc2dc\uac04\uc73c\ub85c \uc790\uc6d0 \uc0ac\uc6a9\ub7c9\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ucd5c\uc801\ud654\ub41c \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc790\ub3d9\ud654 \uc2dc\uc2a4\ud15c\uc740 \uc6b4\uc601\uc790\uc758 \uc2e4\uc218\ub97c \uc904\uc774\uace0, \ubcf4\ub2e4 \uc815\ubc00\ud55c \uc790\uc6d0 \uad00\ub9ac\uac00 \uac00\ub2a5\ud558\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n
\uc11c\ube44\uc2a4 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc758 \uae30\ubcf8 \uc6d0\uce59\uc740 ‘\ud544\uc694\ud560 \ub54c \uc99d\uac00, \ud544\uc694 \uc5c6\uc744 \ub54c \uac10\uc18c’ \uc774\uc0c1\uc758 \ubcf5\ud569\uc801\uc778 \ud2b9\uc131\uc744 \uc9c0\ub2c8\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub2e8\uc21c\ud788 \uc11c\ubc84 \uc778\uc2a4\ud134\uc2a4\ub97c \uc99d\uc124\ud558\ub294 \uac83\ub9cc\uc774 \uc544\ub2c8\ub77c, \uac01 \uc778\uc2a4\ud134\uc2a4\uc5d0 \ud560\ub2f9\ub41c \uc790\uc6d0\uc744 \ub3d9\uc801\uc73c\ub85c \uc870\uc815\ud558\ub294 \ubc29\ubc95\uae4c\uc9c0 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\uc640 \uac19\uc774 \ub2e4\uce35\uc801\uc778 \uc790\uc6d0 \uad00\ub9ac\ub294 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9\uc758 \ud6a8\uc728\uc131\uc744 \ucd5c\ub300\ud55c \ub04c\uc5b4\uc62c\ub9ac\ub294 \uc911\uc694\ud55c \uc694\uc18c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4. \ucd5c\uadfc\uc5d0\ub294 \uc11c\ubc84\ub9ac\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc640 \uacb0\ud569\ud558\uc5ec \ub354\uc6b1 \uc138\ubc00\ud55c \uc790\uc6d0 \uc81c\uc5b4\uac00 \uac00\ub2a5\ud55c \ud658\uacbd\uc744 \uc81c\uacf5\ud558\ub294 \uc0ac\ub840\ub3c4 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\ub610\ud55c, \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc804\ub7b5\uc740 \ubcf4\uc548 \ubc0f \uaddc\uc815 \uc900\uc218 \uce21\uba74\uc5d0\uc11c\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uac01 \uc778\uc2a4\ud134\uc2a4\uc758 \ubc30\ud3ec\uc640 \uc885\ub8cc \ud0c0\uc774\ubc0d\uc744 \uc815\ud655\ud558\uac8c \ud30c\uc545\ud558\uc5ec \ubd88\ud544\uc694\ud55c \ubcf4\uc548 \ucde8\uc57d\uc810\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \uaddc\uc81c \uae30\uad00\uc758 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\ucdb0 \ub85c\uadf8\ub97c \ub0a8\uae30\uba70, \uc790\uc6d0 \uc0ac\uc6a9 \uae30\ub85d\uc744 \uad00\ub9ac\ud558\ub294 \uae30\ub2a5\uc744 \ud3ec\ud568\ud558\uac8c \ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \uc6b4\uc601 \ub370\uc774\ud130 \ubc0f \uc0ac\uc6a9\uc790 \uc815\ubcf4\ub97c \uc548\uc804\ud558\uac8c \ubcf4\ud638\ud558\uba70, \ub3d9\uc2dc\uc5d0 \ucef4\ud50c\ub77c\uc774\uc5b8\uc2a4 \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\uc2dc\ud0ac \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4.<\/p>\n
\ud55c\ud3b8, \uae00\ub85c\ubc8c \uc2dc\uc7a5\uc5d0\uc11c\ub294 \ube44\uc6a9 \uc808\uac10\uacfc \ub3d9\uc2dc\uc5d0 \uc11c\ube44\uc2a4\uc758 \uc9c0\uc18d\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc194\ub8e8\uc158\uc774 \uac1c\ubc1c\ub418\uace0 \uc788\uc73c\uba70, \uadf8 \uc911 \uc77c\ubd80\ub294 \ubcf5\uc7a1\ud55c \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc6d0\ud65c\ud558\uac8c \uc791\ub3d9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub2e8\uc77c \ud074\ub77c\uc6b0\ub4dc \uacf5\uae09\uc790\uc5d0 \uc885\uc18d\ub418\uc9c0 \uc54a\uace0, \uc5ec\ub7ec \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc \uc0ac\uc774\uc5d0\uc11c \ud6a8\uc728\uc801\uc778 \uc790\uc6d0 \uc804\ud658 \ubc0f \ubd84\ubc30\ub97c \uac00\ub2a5\ud558\uac8c \ud558\uc5ec, \uc2e0\ub8b0\uc131\uacfc \uc548\uc815\uc131\uc744 \ub3d9\uc2dc\uc5d0 \ud655\ubcf4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub2e4\uc774\ub098\ubbf9 \ub85c\ub4dc \ubc38\ub7f0\uc2f1\uacfc \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc744 \uacb0\ud569\ud55c \uc0ac\ub840\uc5d0\uc11c\ub294 \ud2b8\ub798\ud53d \ud328\ud134\uc5d0 \ub530\ub77c \uc790\ub3d9\uc73c\ub85c \uc778\uc2a4\ud134\uc2a4\ub97c \uc774\ub3d9\uc2dc\ud0a4\uac70\ub098 \uc99d\uc124\ud558\ub294 \uae30\uc220\uc774 \ub3c4\uc785\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc885\ud569\uc801\uc73c\ub85c \ubcf4\uba74, \uc11c\ube44\uc2a4 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc740 \uc790\uc6d0 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\uae30 \uc704\ud55c \ud604\ub300 IT \uc804\ub7b5\uc758 \ud575\uc2ec \uc694\uc18c\ub85c\uc11c, \uc0ac\uc6a9\uc790 \uc694\uad6c\uc758 \ubcc0\ud654\uc5d0 \ubbfc\ucca9\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uc720\uc5f0\ud55c \uad6c\uc870\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uae30\uc5c5\uc740 \uc774\ub97c \ud1b5\ud574 \ub2e8\uc21c\ud55c \ube44\uc6a9 \uc808\uac10\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc11c\ube44\uc2a4 \ud488\uc9c8 \ud5a5\uc0c1, \uace0\uac1d \ub9cc\uc871\ub3c4 \uc99d\ub300, \uadf8\ub9ac\uace0 \uacbd\uc7c1\ub825 \uac15\ud654\ub77c\ub294 \ub2e4\uac01\ub3c4\uc758 \uc774\uc810\uc744 \ub204\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 IT \uae30\uc220\uc758 \ubc1c\uc804\uacfc \ud568\uaed8 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc804\ub7b5\uc740 \ub354\uc6b1 \uc815\uad50\ud574\uc9c0\uace0 \uad11\ubc94\uc704\ud558\uac8c \uc801\uc6a9\ub420 \uc804\ub9dd\uc785\ub2c8\ub2e4.<\/p>\n
<\/p>\n
\uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uae30\uc220\uc740 \ub2e8\uc21c\ud788 \uc11c\ubc84 \uc778\uc2a4\ud134\uc2a4\ub97c \uc99d\uac10\ud558\ub294 \ud589\uc704\ub97c \ub118\uc5b4\uc11c, \ub2e4\uce35\uc801\uc778 \uc54c\uace0\ub9ac\uc998\uacfc \ucca8\ub2e8 \uae30\uc220\uc774 \uacb0\ud569\ub41c \uccb4\uacc4\uc801\uc778 \uc2dc\uc2a4\ud15c\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \uac01\uc885 \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c, \uc790\ub3d9\ud654 \uc2a4\ud06c\ub9bd\ud2b8, \uc608\uce21 \ubaa8\ub378, \uadf8\ub9ac\uace0 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 API\uc640 \ubc00\uc811\ud558\uac8c \uc5f0\uad00\ub418\uc5b4 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc2e4\uc2dc\uac04 \uc790\uc6d0 \uad00\ub9ac \ubc0f \ucd5c\uc801\ud654\ub97c \uc2e4\ud604\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcf5\ud569\uc801\uc778 \uba54\ucee4\ub2c8\uc998\uc740 \ub2e8\uc77c \uc694\uc18c\uc758 \ubb38\uc81c\uac00 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \uc8fc\uc9c0 \uc54a\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \uc788\uc5b4 \uc548\uc815\uc131\uacfc \ud655\uc7a5\uc131\uc774 \ub6f0\uc5b4\ub0a9\ub2c8\ub2e4.<\/p>\n
\uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc758 \ud575\uc2ec\uc740 \ubc14\ub85c \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. CPU \uc0ac\uc6a9\ub960, \uba54\ubaa8\ub9ac \uc0ac\uc6a9\ub7c9, \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d, \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ucffc\ub9ac \uc751\ub2f5 \uc2dc\uac04 \ub4f1 \ub2e4\uc591\ud55c \uc131\ub2a5 \uc9c0\ud45c\ub4e4\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uc5ec, \uc784\uacc4\uac12\uc744 \ucd08\uacfc\ud560 \uacbd\uc6b0 \uc790\ub3d9\uc73c\ub85c \uc778\uc2a4\ud134\uc2a4\ub97c \uc99d\uc124\ud558\uac70\ub098 \ucd95\uc18c\ud558\ub294 \uc2dd\uc73c\ub85c \uc791\ub3d9\ud569\ub2c8\ub2e4. \uc774\uc640 \ud568\uaed8, \uc774\ubca4\ud2b8 \uae30\ubc18 \ud2b8\ub9ac\uac70\uc640 \uc2a4\ucf00\uc904\ub9c1 \uae30\ub2a5\uc774 \uacb0\ud569\ub418\uc5b4 \uc815\ud574\uc9c4 \uc2dc\uac04\ub300\uc5d0 \ub9de\ucd94\uc5b4 \uc790\uc6d0 \ubc30\ubd84\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4. \uc2e4\uc81c \uc0ac\ub840\ub85c, \uc77c\ubd80 \uae08\uc735 \uae30\uad00\uc5d0\uc11c\ub294 \uc2e4\uc2dc\uac04 \uac70\ub798\ub7c9\uc758 \uae09\uc99d \uc2dc \uc790\ub3d9\uc73c\ub85c \uc11c\ubc84 \uc778\uc2a4\ud134\uc2a4\ub97c \ucd94\uac00\ud558\uc5ec \uc0ac\uac74 \uc0ac\uace0 \uc5c6\uc774 \uc6d0\ud65c\ud55c \uac70\ub798\ub97c \uc720\uc9c0\ud558\ub294\ub370 \uc131\uacf5\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n
\uae30\uc220\uc801 \uce21\uba74\uc5d0\uc11c \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc54c\uace0\ub9ac\uc998\uc740 \uc8fc\ub85c \ub450 \uac00\uc9c0 \ubc29\uc2dd\uc73c\ub85c \uad6c\ubd84\ub429\ub2c8\ub2e4. \uccab \ubc88\uc9f8\ub294 \uc218\uc9c1 \uc2a4\ucf00\uc77c\ub9c1(Vertical Scaling)\uc73c\ub85c, \uac1c\ubcc4 \uc778\uc2a4\ud134\uc2a4\uc758 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uac70\ub098 \ucd95\uc18c\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \ub450 \ubc88\uc9f8\ub294 \uc218\ud3c9 \uc2a4\ucf00\uc77c\ub9c1(Horizontal Scaling)\uc73c\ub85c, \uc5ec\ub7ec \uc778\uc2a4\ud134\uc2a4\ub97c \ub3d9\uc2dc\uc5d0 \ucd94\uac00\ud558\uac70\ub098 \uc0ad\uc81c\ud558\uc5ec \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc6a9\ub7c9\uc744 \uc870\uc808\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774 \ub450 \uac00\uc9c0 \ubc29\uc2dd\uc744 \uc801\uc808\ud558\uac8c \uc870\ud569\ud558\uc5ec \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc911\uc694\ud558\uba70, \uac01 \ubc29\uc2dd\uc740 \ud2b9\uc815 \uc0c1\ud669\uc5d0 \ub530\ub77c \ucd5c\uc801\uc758 \uc131\ub2a5\uc744 \ubc1c\ud718\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc218\ud3c9 \uc2a4\ucf00\uc77c\ub9c1\uc758 \uacbd\uc6b0, \ubd80\ud558 \ubd84\uc0b0 \uc7a5\uce58(Load Balancer)\uc758 \uc5ed\ud560\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \ubd80\ud558 \ubd84\uc0b0\uae30\ub294 \uac01 \uc11c\ubc84 \uc778\uc2a4\ud134\uc2a4\uc5d0 \uace8\uace0\ub8e8 \ud2b8\ub798\ud53d\uc744 \ubc30\ubd84\ud558\uc5ec \ud2b9\uc815 \uc778\uc2a4\ud134\uc2a4\uc5d0 \uacfc\ub3c4\ud55c \ubd80\ud558\uac00 \uac78\ub9ac\uc9c0 \uc54a\ub3c4\ub85d \ubcf4\uc7a5\ud558\uba70, \uc774\ub294 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud55c \ub300\ud615 \uc804\uc790\uc0c1\uac70\ub798 \ud50c\ub7ab\ud3fc\uc5d0\uc11c\ub294 \ud53c\ud06c\ud2b8\ub798\ud53d \uae30\uac04 \ub3d9\uc548 \uc218\ud3c9 \uc2a4\ucf00\uc77c\ub9c1\uacfc \ub85c\ub4dc \ubc38\ub7f0\uc11c\ub97c \uacb0\ud569\ud558\uc5ec \uace0\uac1d\uc758 \uc811\uc18d \uc9c0\uc5f0\uc744 \ucd5c\uc18c\ud654\ud558\uc600\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ub9e4\ucd9c \uc190\uc2e4\uc744 \ubc29\uc9c0\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n
\ub610 \ub2e4\ub978 \uc911\uc694\ud55c \uc694\uc18c\ub294 \uc608\uce21 \uc54c\uace0\ub9ac\uc998\uc785\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd\uacfc \uc778\uacf5\uc9c0\ub2a5 \uae30\uc220\uc758 \ubc1c\uc804\uc73c\ub85c \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc2dc\uc2a4\ud15c\uc740 \uacfc\uac70\uc758 \ud2b8\ub798\ud53d \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \ubbf8\ub798\uc758 \ubd80\ud558\ub97c \uc608\uce21\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub2e8\uc21c\ud55c \uc784\uacc4\uce58 \uae30\ubc18\uc758 \uc99d\uc124 \ubc29\uc2dd\uc5d0\uc11c \ubc97\uc5b4\ub098, \ubcf4\ub2e4 \uc804\ub7b5\uc801\uc778 \uc790\uc6d0 \ubc30\ubd84\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uadfc \uc5f0\uad6c\uc5d0\uc11c\ub294 \uc2dc\uacc4\uc5f4 \ubd84\uc11d \uae30\ubc95\uacfc \ub525\ub7ec\ub2dd \ubaa8\ub378\uc744 \uc811\ubaa9\uc2dc\ucf1c \uc815\ud655\ub3c4\ub97c \ub192\uc778 \uc0ac\ub840\ub3c4 \ub2e4\uc218 \ubcf4\uace0\ub418\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc758 \uc2e0\ub8b0\ub3c4\uac00 \ud06c\uac8c \ud5a5\uc0c1\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uae30\uc220\uc744 \ub3c4\uc785\ud55c \uc2dc\uc2a4\ud15c\uc740 \ub610\ud55c \uc7a5\uc560 \ub300\uc751 \ub2a5\ub825\uc774 \ud0c1\uc6d4\ud569\ub2c8\ub2e4. \ub9cc\uc57d \ud2b9\uc815 \uc778\uc2a4\ud134\uc2a4\uc5d0 \uc7a5\uc560\uac00 \ubc1c\uc0dd\ud560 \uacbd\uc6b0, \uc790\ub3d9 \ubcf5\uad6c \uba54\ucee4\ub2c8\uc998\uc744 \ud1b5\ud574 \ub3d9\uc77c\ud55c \uae30\ub2a5\uc744 \uac16\ucd98 \ub300\uccb4 \uc778\uc2a4\ud134\uc2a4\ub85c \ud2b8\ub798\ud53d\uc774 \uc804\ud658\ub418\uba70, \uc774\ub294 \uc11c\ube44\uc2a4 \uc911\ub2e8 \uc5c6\uc774 \uc548\uc815\uc801\uc778 \uc6b4\uc601\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc790\uac00 \uce58\uc720(Self-healing) \uae30\ub2a5\uc740 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c \uc911\uc694\ud55c \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc73c\uba70, \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uacb0\ud569\ud558\uc5ec \ub354\uc6b1 \uac15\ub825\ud55c \uc7a5\uc560 \ub300\uc751 \uccb4\uacc4\ub97c \uad6c\ucd95\ud569\ub2c8\ub2e4.<\/p>\n
\ub610\ud55c, \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc2dc\uc2a4\ud15c\uc740 \ub2e4\uc591\ud55c \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4 \uc81c\uacf5\uc790\uc640\uc758 \ud1b5\ud569\uc131\uc774 \ub6f0\uc5b4\ub098\uae30 \ub54c\ubb38\uc5d0 \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc\ub97c \uad6c\uc0ac\ud558\ub294 \uae30\uc5c5\uc5d0\uc11c\ub3c4 \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc624\ud508\uc18c\uc2a4 \ub3c4\uad6c\ub098 \uc11c\ub4dc\ud30c\ud2f0 \uc194\ub8e8\uc158\ub4e4\uc774 \ub4f1\uc7a5\ud558\uc5ec, \uc11c\ub85c \ub2e4\ub978 \ud50c\ub7ab\ud3fc \uac04\uc758 \uc790\uc6d0 \uad00\ub9ac \ubc0f \ud1b5\ud569\uc744 \uc6d0\ud65c\ud558\uac8c \uc9c0\uc6d0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Kubernetes\uc640 \uac19\uc740 \ucee8\ud14c\uc774\ub108 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \ud50c\ub7ab\ud3fc\uc740 \uae30\ubcf8\uc801\uc73c\ub85c \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uae30\ub2a5\uc744 \ub0b4\uc7a5\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ud074\ub7ec\uc2a4\ud130 \uc804\uccb4\uc758 \ubd80\ud558\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uad00\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc774\ucc98\ub7fc \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uae30\uc220\uc740 \ub2e4\uc591\ud55c \uc694\uc18c\ub4e4\uc774 \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \ubcf5\ud569\uc801\uc778 \uc2dc\uc2a4\ud15c\uc73c\ub85c \uad6c\ucd95\ub418\uc5b4 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc11c\ube44\uc2a4 \uc548\uc815\uc131, \uc751\ub2f5\uc18d\ub3c4, \uadf8\ub9ac\uace0 \uacbd\uc81c\uc801 \ube44\uc6a9 \uc808\uac10\uc744 \ub3d9\uc2dc\uc5d0 \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc758 \ubc1c\uc804\uc740 \ub2e8\uc21c\ud788 \uc11c\ubc84 \uc99d\uc124 \ubc0f \ucd95\uc18c\uc5d0 \uadf8\uce58\uc9c0 \uc54a\uace0, \ubcf4\ub2e4 \uc815\ubc00\ud558\uac8c \uc790\uc6d0\uc744 \ubd84\ubc30\ud558\uace0 \ucd5c\uc801\ud654\ud558\ub294 \ubc29\ud5a5\uc73c\ub85c \uc9c4\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \ucd5c\uc2e0 \ud1b5\uacc4\uc5d0 \ub530\ub974\uba74, \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc758 80% \uc774\uc0c1\uc774 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uae30\ub2a5\uc744 \ub3c4\uc785\ud568\uc73c\ub85c\uc368 \uc5f0\uac04 30% \uc774\uc0c1\uc758 \uc6b4\uc601\ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\ub97c \ud655\uc778\ud55c \uc0ac\ub840\uac00 \ubcf4\uace0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc740 \ubcf4\uc548, \ubaa8\ub2c8\ud130\ub9c1, \uc608\uce21, \uace0\uac00\uc6a9\uc131 \ub4f1\uc758 \ub2e4\uc591\ud55c \ubd84\uc57c\uc640 \ubc00\uc811\ud558\uac8c \uc5f0\uad00\ub418\uc5b4 \uc788\uc73c\uba70, \uc774\ub7ec\ud55c \uae30\uc220\uc801 \uc694\uc18c\ub4e4\uc774 \ud558\ub098\ub85c \ud1b5\ud569\ub420 \ub54c\ub9cc\uc774 \uc9c4\uc815\ud55c \uc131\uacfc\ub97c \ubc1c\ud718\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\ub3c4 \uac15\uc870\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uc694\uc18c\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uc791\ub3d9\ud558\ub294 \uacbd\uc6b0\uc5d0\ub3c4 \uc77c\uc815 \uc218\uc900\uc758 \ud6a8\uacfc\ub294 \uc5bb\uc744 \uc218 \uc788\uc73c\ub098, \uc774\ub97c \ud1b5\ud569\ud55c \uc2dc\uc2a4\ud15c\uc740 \ubcf4\ub2e4 \uc815\uad50\ud55c \uc790\uc6d0 \ucd5c\uc801\ud654\ub97c \uac00\ub2a5\ud558\uac8c \ud558\uba70, \uacb0\uacfc\uc801\uc73c\ub85c \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc758 \uc2e0\ub8b0\uc131\uacfc \ud655\uc7a5\uc131\uc744 \ub354\uc6b1 \uac15\ud654\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n
<\/p>\n
\ucd5c\uadfc \uba87 \ub144\uac04 \uc790\uc6d0 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\uae30 \uc704\ud55c \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc804\ub7b5\uc758 \ub3c4\uc785 \uc0ac\ub840\ub294 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ub208\uc5d0 \ub744\uac8c \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uae08\uc735, \uc804\uc790\uc0c1\uac70\ub798, \uac8c\uc784, \uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ube44\uc2a4 \ub4f1 \uc2e4\uc2dc\uac04 \ub300\uc751\uc774 \ud544\uc218\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc5d0\uc11c\ub294 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc758 \ud6a8\uacfc\uac00 \ub9e4\uc6b0 \ub450\ub4dc\ub7ec\uc9d1\ub2c8\ub2e4. \uc5ec\ub7ec \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc774 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc744 \ud1b5\ud574 \uc2dc\uc2a4\ud15c \ub2e4\uc6b4\ud0c0\uc784\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \uc790\uc6d0 \ud560\ub2f9\uc73c\ub85c \uacbd\uc7c1\ub825\uc744 \uac15\ud654\ud55c \uc0ac\ub840\ub4e4\uc740 \uc774 \uae30\uc220\uc758 \uc911\uc694\uc131\uc744 \uba85\ud655\ud558\uac8c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n
\uc608\ub97c \ub4e4\uc5b4, \uc138\uacc4\uc801\uc778 \uae08\uc735 \uae30\uad00\uc5d0\uc11c\ub294 \uac70\ub798 \ud53c\ud06c \uc2dc\uac04\ub300\uc5d0 \ub530\ub978 \uc608\uce21 \ubaa8\ub378\uacfc \uc2e4\uc2dc\uac04 \ud2b8\ub798\ud53d \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \uae30\ubc18\uc73c\ub85c \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc804\ub7b5\uc744 \uc6b4\uc6a9\ud568\uc73c\ub85c\uc368, \uc21c\uac04\uc801\uc778 \ud2b8\ub798\ud53d \uae09\uc99d\uc5d0\ub3c4 \uc548\uc815\uc801\uc778 \uac70\ub798 \ud658\uacbd\uc744 \uc720\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc640 \uac19\uc740 \uc2dc\uc2a4\ud15c\uc740 \uace0\ube48\ub3c4 \uac70\ub798 \uc54c\uace0\ub9ac\uc998\uacfc \uacb0\ud569\ud558\uc5ec, \uc2dc\uc7a5 \uae09\ubcc0 \uc2dc\uc5d0\ub3c4 \uace0\uac1d\uc758 \uac70\ub798 \uc9c0\uc5f0 \uc5c6\uc774 \uc6d0\ud65c\ud558\uac8c \uc9c4\ud589\ub418\ub3c4\ub85d \uc9c0\uc6d0\ud558\uba70, \uc774\ub294 \uae30\uc5c5 \uc2e0\ub8b0\ub3c4\ub97c \ub192\uc774\ub294 \uc911\uc694\ud55c \uc694\uc18c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n
\ub610 \ub2e4\ub978 \uc0ac\ub840\ub85c, \ub300\ud615 \uc804\uc790\uc0c1\uac70\ub798 \ud50c\ub7ab\ud3fc\uc5d0\uc11c\ub294 \uc5f0\uc911 \ud589\uc0ac \uae30\uac04 \ub3d9\uc548 \uac70\ub798\ub7c9\uc774 \uae09\uc99d\ud558\ub294 \uc0c1\ud669\uc5d0 \ub300\ube44\ud558\uc5ec, \ubbf8\ub9ac \uad6c\ucd95\ub41c \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud574 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc11c\ubc84 \uc778\uc2a4\ud134\uc2a4\ub97c \uc99d\uc124\ud558\ub294 \uc804\ub7b5\uc744 \uad6c\uc0ac\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud50c\ub7ab\ud3fc\uc740 \ud2b8\ub798\ud53d\uc774 \uac11\uc790\uae30 \ubab0\ub9ac\ub294 \uc0c1\ud669\uc5d0\uc11c\ub3c4 \ubd80\ud558 \ubd84\uc0b0\uacfc \uc790\uc6d0 \ubc30\ubd84\uc744 \uc790\ub3d9\uc73c\ub85c \uc870\uc808\ud558\uc5ec, \uace0\uac1d \uacbd\ud5d8\uc744 \uadf9\ub300\ud654\ud558\ub294 \ub3d9\uc2dc\uc5d0, \uc11c\ubc84 \uacfc\ubd80\ud558\ub85c \uc778\ud55c \uc7a5\uc560\ub97c \uc0ac\uc804\uc5d0 \ubc29\uc9c0\ud558\ub294 \ub370 \uc131\uacf5\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c \uc774\ub7ec\ud55c \uc804\ub7b5\uc744 \ub3c4\uc785\ud55c \uacb0\uacfc, \uc774\ubca4\ud2b8 \uae30\uac04 \ub3d9\uc548 \ud3c9\uade0 \uc751\ub2f5 \uc2dc\uac04 20% \ub2e8\ucd95, \uc7a5\uc560 \ubc1c\uc0dd\ub960 90% \uac10\uc18c\uc640 \uac19\uc740 \uad6c\uccb4\uc801\uc778 \uac1c\uc120 \ud6a8\uacfc\uac00 \ubcf4\uace0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uac8c\uc784 \uc0b0\uc5c5\uc5d0\uc11c\ub3c4 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uae30\uc220\uc740 \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ub2f4\ub2f9\ud569\ub2c8\ub2e4. \uba40\ud2f0\ud50c\ub808\uc774\uc5b4 \uc628\ub77c\uc778 \uac8c\uc784\uc758 \uacbd\uc6b0, \ud50c\ub808\uc774\uc5b4 \uc218\uc5d0 \ub530\ub77c \uc11c\ubc84 \ubd80\ud558\uac00 \uae09\uaca9\ud558\uac8c \ubcc0\ub3d9\ud558\ub294 \ud2b9\uc9d5\uc774 \uc788\uc73c\uba70, \uc774\uc5d0 \ub300\ud55c \ub300\uc751\ucc45\uc73c\ub85c \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ud55c \uae00\ub85c\ubc8c \uc628\ub77c\uc778 \uac8c\uc784 \uc11c\ube44\uc2a4 \uc5c5\uccb4\ub294 \uc2e4\uc2dc\uac04 \uc0ac\uc6a9\uc790 \ud589\ub3d9 \ubd84\uc11d\uacfc \uc5f0\ub3d9\ub41c \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \ub3c4\uc785\ud558\uc5ec, \uac8c\uc784 \uc11c\ubc84\uc758 \uc548\uc815\uc131\uc744 \ud655\ubcf4\ud568\uacfc \ub3d9\uc2dc\uc5d0 \uc6d0\ud65c\ud55c \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud558\uc600\uace0, \uc774\ub97c \ud1b5\ud574 \uc0ac\uc6a9\uc790 \uc774\ud0c8\ub960\uc744 \ud06c\uac8c \ub0ae\ucd94\ub294 \uc131\uacfc\ub97c \uae30\ub85d\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc2a4\ud2b8\ub9ac\ubc0d \uc11c\ube44\uc2a4 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc740 \ub192\uc740 \ud2b8\ub798\ud53d \ubcc0\ub3d9\uc131\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uad00\ub9ac\ud558\ub294 \ud575\uc2ec \uae30\uc220\ub85c \uc790\ub9ac\uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub300\ud45c\uc801\uc778 \uc2a4\ud2b8\ub9ac\ubc0d \ud50c\ub7ab\ud3fc\ub4e4\uc740 \uacf5\uc5f0\uc774\ub098 \uc2a4\ud3ec\uce20 \uc774\ubca4\ud2b8\uc640 \uac19\uc774 \ub2e8\uc2dc\uac04\uc5d0 \uc218\ubc31\ub9cc \uba85\uc758 \ub3d9\uc2dc \uc811\uc18d\uc790\ub97c \uc218\uc6a9\ud574\uc57c \ud558\ub294 \uc0c1\ud669\uc5d0\uc11c \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc744 \ud1b5\ud574 \uc11c\ubc84 \uc790\uc6d0\uc744 \uc790\ub3d9 \uc870\uc808\ud558\uc600\uc73c\uba70, \uc774\ub85c \uc778\ud574 \ub300\uaddc\ubaa8 \ud2b8\ub798\ud53d \ud3ed\uc8fc \uc0c1\ud669\uc5d0\ub3c4 \uc548\uc815\uc801\uc778 \uc2a4\ud2b8\ub9ac\ubc0d \ud488\uc9c8\uc744 \uc720\uc9c0\ud558\ub294 \ub370 \uc131\uacf5\ud558\uc600\uc2b5\ub2c8\ub2e4. \ucd5c\uc2e0 \ud1b5\uacc4\uc5d0 \ub530\ub974\uba74, \uc774\ub7ec\ud55c \uc804\ub7b5\uc744 \ub3c4\uc785\ud55c \uc11c\ube44\uc2a4\ub4e4\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ud2b8\ub798\ud53d \ud3ed\uc8fc \uc0c1\ud669\uc5d0\uc11c \ud3c9\uade0 95% \uc774\uc0c1\uc758 \uac00\uc6a9\uc131\uc744 \uc720\uc9c0\ud558\uace0 \uc788\ub294 \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.<\/p>\n
\ub610\ud55c, \uc0b0\uc5c5 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uc774 \uc8fc\ub294 \uac00\uc7a5 \ud070 \uc774\uc810 \uc911 \ud558\ub098\ub294 \ubc14\ub85c \uc608\uce21 \uac00\ub2a5\ud55c \ube44\uc6a9 \uad00\ub9ac\uc785\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \uc2e4\uc81c \uc0ac\uc6a9\ub7c9\uc5d0 \ub530\ub77c \uc694\uae08\uc774 \uc0b0\uc815\ub418\ub294 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc758 \ud2b9\uc131\uc744 \uace0\ub824\ud558\uc5ec, \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud55c \ube44\uc6a9 \ucd5c\uc801\ud654 \uc804\ub7b5\uc744 \ub3c4\uc785\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\uc815 \uae30\uac04 \ub3d9\uc548\uc758 \uc0ac\uc6a9 \ud328\ud134\uc744 \ubd84\uc11d\ud558\uc5ec \ube44\uc6a9 \uc608\uce21 \ubaa8\ub378\uc744 \uc0dd\uc131\ud568\uc73c\ub85c\uc368, \ubd88\ud544\uc694\ud55c \ube44\uc6a9 \ubc1c\uc0dd\uc744 \uc0ac\uc804\uc5d0 \ucc28\ub2e8\ud558\uace0, \uc608\uc0b0 \uacc4\ud68d\uc744 \ubcf4\ub2e4 \uc815\ud655\ud788 \uc218\ub9bd\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uc911\uc18c\uae30\uc5c5\uc774\ub098 \uc2a4\ud0c0\ud2b8\uc5c5 \ubd80\ubb38\uc5d0\uc11c\ub294 \ucd08\uae30 \ud22c\uc790 \ube44\uc6a9\uc744 \uc904\uc774\uace0, \uc131\uc7a5 \ub2e8\uacc4\uc5d0 \ub530\ub77c \uc790\uc6d0\uc744 \uc720\uc5f0\ud558\uac8c \uc870\uc808\ud560 \uc218 \uc788\ub294 \ud070 \uc7a5\uc810\uc73c\ub85c \uc791\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\ub354\ubd88\uc5b4, \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \ub3c4\uc785\uc5d0 \ub530\ub978 \uc131\uacf5\uacfc \uc2e4\ud328 \uc0ac\ub840\ub4e4\uc774 \ud559\uc220 \ubc0f \uc0b0\uc5c5 \ub9ac\ud3ec\ud2b8\ub85c \ub2e4\uc218 \ubc1c\ud45c\ub418\uba74\uc11c, \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \ud55c \ubca4\uce58\ub9c8\ud0b9 \uc790\ub8cc\uc640 \uac00\uc774\ub4dc\ub77c\uc778\uc774 \ub9c8\ub828\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc790\ub8cc\ub4e4\uc740 \uae30\uc5c5\ub4e4\uc774 \uc790\uc0ac\uc5d0 \ub9de\ub294 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc804\ub7b5\uc744 \uc218\ub9bd\ud560 \ub54c \ud070 \ub3c4\uc6c0\uc774 \ub418\uba70, \uc2e4\uc81c \uc0ac\ub840 \ubd84\uc11d\uc744 \ud1b5\ud574 \ucd5c\uc801\uc758 \uc194\ub8e8\uc158\uc744 \ub3c4\ucd9c\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ucd5c\uadfc \ubc1c\ud45c\ub41c \ud55c \ubc31\uc11c\uc5d0\uc11c\ub294 \uae00\ub85c\ubc8c IT \uae30\uc5c5\uc758 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc801\uc6a9 \uc0ac\ub840\uc640 \ud568\uaed8, \uac01 \uc0b0\uc5c5\uad70 \ubcc4 \ucd5c\uc801\uc758 \uc801\uc6a9 \ubc29\ubc95\ub860\uc774 \uc0c1\uc138\ud558\uac8c \uc124\uba85\ub418\uace0 \uc788\uc5b4, \uc774\ub97c \ucc38\uace0\ud55c \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \ud6a8\uacfc\uc801\uc778 \uc804\ub7b5 \uc218\ub9bd\uc5d0 \uc131\uacf5\ud55c \uac83\uc73c\ub85c \ubd84\uc11d\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n
\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ucd5c\uc2e0 \uc0ac\ub840 \ubd84\uc11d\uc744 \ud1b5\ud574 \ubcfc \ub54c \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uae30\uc220\uc758 \ub3c4\uc785\uc740 \ub2e8\uc21c\ud55c \uc790\uc6d0 \uad00\ub9ac \uc774\uc0c1\uc758 \uc758\ubbf8\ub97c \uac16\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uace0\uac1d \uacbd\ud5d8 \uac1c\uc120, \uc11c\ube44\uc2a4 \uc548\uc815\uc131 \ud655\ubcf4, \ube44\uc6a9 \uc808\uac10 \ubc0f \ud6a8\uc728\uc801 \uc608\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uc774\uc810\uc744 \ub3d9\uc2dc\uc5d0 \uac00\uc838\ub2e4\uc8fc\ub294 \ubcf5\ud569\uc801\uc778 \uc804\ub7b5\uc784\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\ub7ec \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c \ucd95\uc801\ub41c \uacbd\ud5d8\uacfc \ub370\uc774\ud130\ub294 \uc55e\uc73c\ub85c\uc758 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uae30\uc220\uc774 \ub354\uc6b1 \ubc1c\uc804\ud560 \uac83\uc784\uc744 \uc608\uace0\ud558\uba70, \uae30\uc5c5\ub4e4\uc5d0\uac8c \uc9c0\uc18d \uac00\ub2a5\ud55c IT \uc778\ud504\ub77c \uad6c\ucd95\uc758 \ud575\uc2ec \uc218\ub2e8\uc73c\ub85c \uc790\ub9ac\ub9e4\uae40\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
<\/p>\n
\uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc804\ub7b5\uc758 \uc131\uacf5\uc801\uc778 \uad6c\ud604\uc744 \uc704\ud574\uc11c\ub294 \uc6b0\uc120 \uccb4\uacc4\uc801\uc778 \uacc4\ud68d \uc218\ub9bd\uacfc \ub2e8\uacc4\ubcc4 \uc2e4\ud589\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uba3c\uc800 \uc790\uc6d0 \uc0ac\uc6a9 \ud604\ud669 \ub370\uc774\ud130\ub97c \uba74\ubc00\ud788 \ubd84\uc11d\ud558\uace0, \ud5a5\ud6c4 \uc608\uce21 \ubaa8\ub378\uacfc \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc774 \uac00\uc7a5 \uc911\uc694\ud55c \ucd9c\ubc1c\uc810\uc785\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 \uc774\ub97c \ud1b5\ud574 \uacfc\uac70 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ubbf8\ub798\uc758 \ud2b8\ub798\ud53d \ud328\ud134\uc744 \uc608\uce21\ud558\uace0, \uc774\uc5d0 \ub9de\ub294 \uc790\uc6d0 \uc99d\uc124 \ubc0f \ucd95\uc18c \uc804\ub7b5\uc744 \ubbf8\ub9ac \ub9c8\ub828\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uccab \ubc88\uc9f8 \ub2e8\uacc4\ub85c, \uc790\uc6d0 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc758 \ub3c4\uc785\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. CPU, \uba54\ubaa8\ub9ac, \ub514\uc2a4\ud06c I\/O, \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uacfc \uac19\uc740 \uc8fc\uc694 \uc131\ub2a5 \uc9c0\ud45c\ub4e4\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uad00\ucc30\ud560 \uc218 \uc788\ub3c4\ub85d \uad6c\uc131\ub41c \ubaa8\ub2c8\ud130\ub9c1 \ud234\uc740 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \uac00\uc7a5 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ub300\ud45c\uc801\uc73c\ub85c Prometheus, Grafana, Datadog \ub4f1\uc758 \ub3c4\uad6c\ub4e4\uc774 \uc788\uc73c\uba70, \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud574 \uc218\uc9d1\ub41c \ub370\uc774\ud130\ub294 \uc774\ud6c4 \uc778\uacf5\uc9c0\ub2a5 \uae30\ubc18 \uc608\uce21 \ubaa8\ub378\uc5d0 \uc785\ub825\ub418\uc5b4 \uc2e4\uc2dc\uac04 \ud310\ub2e8 \uadfc\uac70\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2e4\uc81c\ub85c \ub9ce\uc740 \uae00\ub85c\ubc8c \uae30\uc5c5\ub4e4\uc774 \uc774\ub7ec\ud55c \ub3c4\uad6c\ub4e4\uc744 \ud65c\uc6a9\ud558\uc5ec \uc11c\ube44\uc2a4 \uc911\ub2e8 \uc5c6\uc774 \uc548\uc815\uc801\uc778 \uc790\uc6d0 \uad00\ub9ac\ub97c \uc2e4\ud604\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n
\ub450 \ubc88\uc9f8\ub85c, \uc790\ub3d9\ud654 \uc2a4\ud06c\ub9bd\ud2b8\uc640 \ud074\ub77c\uc6b0\ub4dc API\ub97c \uc5f0\ub3d9\ud558\uc5ec \uc778\uc2a4\ud134\uc2a4\uc758 \uc99d\uc124 \ubc0f \ucd95\uc18c\ub97c \uad00\ub9ac\ud558\ub294 \ubc29\ubc95\uc744 \ub3c4\uc785\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \ub300\ubd80\ubd84\uc758 \ud074\ub77c\uc6b0\ub4dc \uacf5\uae09\uc790\ub4e4\uc740 \uac15\ub825\ud55c API\ub97c \uc81c\uacf5\ud558\uace0 \uc788\uc73c\uba70, \uae30\uc5c5\ub4e4\uc740 \uc774\ub7ec\ud55c API\ub97c \ud65c\uc6a9\ud55c \uc2a4\ud06c\ub9bd\ud2b8\ub97c \uc791\uc131\ud558\uc5ec \ubcf5\uc7a1\ud55c \uc790\uc6d0 \uad00\ub9ac \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798\ub294 \ud30c\uc774\uc36c\uc744 \ud65c\uc6a9\ud558\uc5ec AWS Auto Scaling API\uc640 \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \uac04\ub2e8\ud55c \ucf54\ub4dc \uc608\uc81c\uc785\ub2c8\ub2e4:<\/p>\n
\nimport boto3\n\ndef scale_out(auto_scaling_group_name, adjustment):\n client = boto3.client('autoscaling')\n response = client.set_desired_capacity(\n AutoScalingGroupName=auto_scaling_group_name,\n DesiredCapacity=adjustment,\n HonorCooldown=True\n )\n return response\n\ndef scale_in(auto_scaling_group_name, adjustment):\n client = boto3.client('autoscaling')\n response = client.set_desired_capacity(\n AutoScalingGroupName=auto_scaling_group_name,\n DesiredCapacity=adjustment,\n HonorCooldown=True\n )\n return response\n\nif __name__ == '__main__':\n group_name = 'my-auto-scaling-group'\n # \uc608\uc2dc: \ud2b8\ub798\ud53d\uc774 \uc99d\uac00\ud558\uba74 \uc778\uc2a4\ud134\uc2a4 \uc218\ub97c 5\ub85c \uc124\uc815\n print(scale_out(group_name, 5))\n <\/code><\/pre>\n\uc704\uc758 \ucf54\ub4dc \uc608\uc81c\ub294 AWS Auto Scaling \uadf8\ub8f9\uc758 desired capacity\ub97c \ubcc0\uacbd\ud558\uc5ec, \ud2b8\ub798\ud53d \uc99d\uac00 \ub610\ub294 \uac10\uc18c\uc5d0 \ub530\ub77c \uc778\uc2a4\ud134\uc2a4 \uc218\ub97c \uc870\uc808\ud558\ub294 \uae30\ubcf8\uc801\uc778 \uc6d0\ub9ac\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc774\ub97c \uae30\ubc18\uc73c\ub85c \ub354\uc6b1 \ubcf5\uc7a1\ud55c \ub85c\uc9c1\uacfc \uc608\uce21 \ubaa8\ub378\uc744 \uacb0\ud569\ud558\uba74, \uace0\ub3c4\ud654\ub41c \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc2dc\uc2a4\ud15c \uad6c\ucd95\uc774 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4. \uae30\uc5c5\uc740 \uc774\ub97c \ud1b5\ud574 \uc2e4\uc2dc\uac04 \uc218\uc694\uc5d0 \ub300\uc751\ud558\uba70, \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \uc790\uc6d0 \uc6b4\uc601\uc774 \uac00\ub2a5\ud558\ub3c4\ub85d \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc138 \ubc88\uc9f8 \ub2e8\uacc4\ub294 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc815\ucc45 \uc218\ub9bd\uc785\ub2c8\ub2e4. \uae30\uc5c5\uc740 \ud2b9\uc815 \uc784\uacc4\uce58(\uc608: CPU \uc0ac\uc6a9\ub7c9 70% \uc774\uc0c1, \uc751\ub2f5\uc18d\ub3c4 200ms \uc774\uc0c1 \ub4f1)\ub97c \uae30\uc900\uc73c\ub85c \uc99d\uc124 \ud639\uc740 \ucd95\uc18c\ub97c \uacb0\uc815\ud558\ub294 \uc815\ucc45\uc744 \uc815\uc758\ud574\uc57c \ud558\uba70, \uc774\ub97c \uc704\ud574 \ub2e4\uc591\ud55c \uc2dc\ub098\ub9ac\uc624\uc5d0 \ub530\ub978 \ub300\uc751 \uc804\ub7b5\uc744 \ub9c8\ub828\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ud14c\uc2a4\ud2b8 \ud658\uacbd\uc5d0\uc11c \uc5ec\ub7ec \uc0c1\ud669\uc5d0 \ub530\ub978 \uc2dc\ubbac\ub808\uc774\uc158\uc744 \uc9c4\ud589\ud574 \ubd04\uc73c\ub85c\uc368 \uc815\ucc45\uc758 \uc720\ud6a8\uc131\uc744 \uac80\uc99d\ud558\ub294 \uac83\uc774 \uc911\uc694\ud55c\ub370, \uc774\ub7ec\ud55c \uacfc\uc815\uc744 \ud1b5\ud574 \uc2e4\uc81c \uc6b4\uc601 \ud658\uacbd\uc5d0\uc11c \uc608\uce21\uce58\ub97c \ucd08\uacfc\ud558\ub294 \ud2b8\ub798\ud53d\ub3c4 \uc548\uc815\uc801\uc73c\ub85c \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
\ub124 \ubc88\uc9f8\ub85c, \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ub85c\uae45 \uc2dc\uc2a4\ud15c\uc758 \uac15\ud654\ub97c \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc804\ub7b5\uc774 \uc81c\ub300\ub85c \uc791\ub3d9\ud558\uace0 \uc788\ub294\uc9c0 \uc5ec\ubd80\ub97c \ud310\ub2e8\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc11c\ube44\uc2a4 \uc0c1\ud0dc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1 \ud558\ub294 \uac83\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc774\ubca4\ud2b8 \ubc1c\uc0dd \uc2dc \uad6c\uccb4\uc801\uc778 \ub85c\uadf8\ub97c \ub0a8\uaca8 \ud5a5\ud6c4 \ubd84\uc11d\uc5d0 \ud65c\uc6a9\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub85c\uadf8 \ub370\uc774\ud130\ub294 \uc778\uacf5\uc9c0\ub2a5 \ud559\uc2b5 \uc790\ub8cc\ub85c \ud65c\uc6a9\ub420 \uc218 \uc788\uc73c\uba70, \ubbf8\ub798\uc758 \ud2b8\ub798\ud53d \uc608\uce21 \ubc0f \ucd5c\uc801\ud654\uc5d0 \ud070 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \ub610\ud55c, \ub514\ubc84\uae45 \ubc0f \ucd94\ud6c4 \uac1c\uc120 \uc0ac\ud56d \ub3c4\ucd9c\uc5d0\ub3c4 \ub9e4\uc6b0 \uc720\uc6a9\ud55c \ub370\uc774\ud130\ub97c \uc81c\uacf5\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n
\ub2e4\uc12f \ubc88\uc9f8 \ub2e8\uacc4\ub294 \ubcf4\uc548 \ubc0f \uaddc\uc815 \uc900\uc218\ub97c \uace0\ub824\ud55c \uc124\uacc4\uc785\ub2c8\ub2e4. \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \ud658\uacbd\uc5d0\uc11c \uc778\uc2a4\ud134\uc2a4\uc758 \uc790\ub3d9 \uc99d\uac10 \uc2dc \ubcf4\uc548 \ucde8\uc57d\uc810\uc774 \ubc1c\uc0dd\ud560 \uac00\ub2a5\uc131\uc744 \ud56d\uc0c1 \uc5fc\ub450\uc5d0 \ub450\uc5b4\uc57c \ud558\uba70, \uac01 \uc778\uc2a4\ud134\uc2a4\uc758 \uc811\uadfc \ud1b5\uc81c, \ub370\uc774\ud130 \uc554\ud638\ud654 \ubc0f \uc778\uc99d \uc808\ucc28 \ub4f1\uc744 \uac15\ud654\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc2e4\uc81c\ub85c, \ud55c \uae00\ub85c\ubc8c \uae08\uc735 \uc11c\ube44\uc2a4 \uc5c5\uccb4\ub294 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \ud658\uacbd\uc5d0\uc11c \ubcf4\uc548 \uc815\ucc45\uc744 \uc0c8\ub86d\uac8c \ub3c4\uc785\ud558\uc5ec, \ubaa8\ub4e0 \uc778\uc2a4\ud134\uc2a4\uc5d0 \ub300\ud574 \uc790\ub3d9\uc73c\ub85c \ucd5c\uc2e0 \ubcf4\uc548 \ud328\uce58\ub97c \uc801\uc6a9\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uc600\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \ubcf4\uc548 \uc0ac\uace0\ub97c \ubbf8\uc5f0\uc5d0 \ubc29\uc9c0\ud558\ub294 \uc131\uacfc\ub97c \uac70\ub450\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc5ec\uc12f \ubc88\uc9f8 \ub2e8\uacc4\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \ud074\ub77c\uc6b0\ub4dc \uacf5\uae09\uc790 \uac04\uc758 \uc774\uae30\uc885 \ud658\uacbd\uc744 \uace0\ub824\ud55c \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \uc804\ub7b5\uc744 \uc218\ub9bd\ud558\ub294 \uac83\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uae30\uc5c5\uc740 \ud55c \uacf5\uae09\uc790\uc5d0\ub9cc \uc758\uc874\ud558\uc9c0 \uc54a\uace0, \ub2e4\uc591\ud55c \ud50c\ub7ab\ud3fc\uc758 \uc7a5\uc810\uc744 \ucde8\ud569\ud558\uc5ec, \ucd5c\uc801\uc758 \uc790\uc6d0 \ud560\ub2f9 \ubc0f \ube44\uc6a9 \ud6a8\uc728\uc131\uc744 \ub2ec\uc131\ud560 \uc218 \uc788\ub294 \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc804\ub7b5\uc740 \uc7a5\uc560 \ubc1c\uc0dd \uc2dc \ub9ac\uc2a4\ud06c\ub97c \uc904\uc774\uace0, \ud55c \uacf5\uae09\uc790 \uc7a5\uc560\uc5d0 \ub530\ub978 \ubd88\uac00\ud53c\ud55c \uc11c\ube44\uc2a4 \uc911\ub2e8\uc744 \ubc29\uc9c0\ud558\ub294 \ub370 \ud070 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n
\uc77c\uacf1 \ubc88\uc9f8 \ub2e8\uacc4\ub294 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc2dc\uc2a4\ud15c\uc758 \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uacfc \ucd5c\uc801\ud654\ub97c \uc704\ud55c \uc8fc\uae30\uc801\uc778 \ub9ac\ubdf0 \uacfc\uc815\uc785\ub2c8\ub2e4. \uae30\uc220 \ud658\uacbd\uacfc \ud2b8\ub798\ud53d \ud328\ud134\uc740 \ub04a\uc784\uc5c6\uc774 \ubcc0\ud654\ud558\ubbc0\ub85c, \ucd08\uae30 \uad6c\ucd95\ud55c \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc815\ucc45\uacfc \uc2dc\uc2a4\ud15c \uad6c\uc131\uc744 \uc8fc\uae30\uc801\uc73c\ub85c \uc810\uac80\ud558\uace0, \ud544\uc694\uc5d0 \ub530\ub77c \uc5c5\ub370\uc774\ud2b8\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uae30\uc5c5 \ub0b4\uc5d0\uc11c\ub294 DevOps \ubb38\ud654\uc758 \uc815\ucc29\uacfc \ud568\uaed8, \ubaa8\ub2c8\ud130\ub9c1 \uacb0\uacfc\ub97c \ubc14\ud0d5\uc73c\ub85c \uc815\uae30\uc801\uc778 \uc6cc\ud06c\uc0f5\uc744 \uac1c\ucd5c\ud558\ub294 \ub4f1, \uc9c0\uc18d\uc801\uc778 \uac1c\uc120 \ud65c\ub3d9\uc774 \uc694\uad6c\ub429\ub2c8\ub2e4.<\/p>\n
\uc5ec\ub35f \ubc88\uc9f8 \ub2e8\uacc4\uc5d0\uc11c\ub294 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc640 IT \uc804\ub7b5 \uac04\uc758 \uc815\ub82c\uc744 \uace0\ub824\ud55c \ud1b5\ud569 \uad00\ub9ac \uccb4\uacc4\ub97c \ub9c8\ub828\ud574\uc57c \ud569\ub2c8\ub2e4. \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uacfc \uad00\ub828\ub41c \ubaa8\ub4e0 \uc815\ucc45\uacfc \uc808\ucc28\ub294 \uae30\uc5c5\uc758 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc640 \ubc00\uc811\ud558\uac8c \uc5f0\uad00\ub418\uc5b4 \uc788\uc5b4\uc57c \ud558\uba70, \uc774\ub97c \uc704\ud574 IT \ubd80\uc11c\uc640 \ube44\uc988\ub2c8\uc2a4 \ubd80\uc11c \uac04\uc758 \uc6d0\ud65c\ud55c \ud611\ub825\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ucd5c\uadfc \ub9ce\uc740 \uc120\ub3c4 \uae30\uc5c5\ub4e4\uc774 \uc774\ub97c \uc704\ud574 \uc804\uc0ac\uc801 \uc790\uc6d0 \uad00\ub9ac(ERP) \uc2dc\uc2a4\ud15c\uacfc \uc5f0\uacc4\ud55c \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \ub300\uc2dc\ubcf4\ub4dc\ub97c \uad6c\ucd95\ud558\uc5ec, \uc2e4\uc2dc\uac04 \ube44\uc6a9 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\ub97c \ub3d9\uc2dc\uc5d0 \ucd94\uc801\ud558\ub294 \ubc29\uc2dd\uc744 \ub3c4\uc785\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n
\uc544\ud649 \ubc88\uc9f8 \ub2e8\uacc4\ub85c, \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4 \uc81c\uacf5\uc790\uc640 \uc9c0\uc18d\uc801\uc778 \ud611\ub825 \uad00\uacc4\ub97c \uc720\uc9c0\ud558\ub294 \uac83\ub3c4 \ud070 \uc758\ubbf8\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc740 \uc9c0\uc18d\uc801\uc73c\ub85c \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uacfc \ubcf4\uc548 \ud328\uce58\ub97c \uc81c\uacf5\ud558\uace0 \uc788\uc73c\uba70, \uc774\uc5d0 \ub9de\ucdb0 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc2dc\uc2a4\ud15c\uc744 \ucd5c\uc2e0 \uc0c1\ud0dc\ub85c \uc720\uc9c0\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc815\uae30\uc801\uc778 \uad50\uc721\uacfc \uae30\uc220 \uc138\ubbf8\ub098\ub97c \ud1b5\ud55c \ucd5c\uc2e0 \ub3d9\ud5a5 \ud30c\uc545\uc740 \uc548\uc815\uc801\uc774\uace0 \ud6a8\uc728\uc801\uc778 \uc2dc\uc2a4\ud15c \uc720\uc9c0\uc5d0 \ud544\uc218\uc801\uc778 \uc694\uc18c\uc785\ub2c8\ub2e4.<\/p>\n
\uc5f4 \ubc88\uc9f8 \ubc0f \ub9c8\uc9c0\ub9c9 \ub2e8\uacc4\uc5d0\uc11c\ub294 \ubbf8\ub798 \uc804\ub9dd\uc744 \uace0\ub824\ud55c \ub85c\ub4dc\ub9f5 \uc218\ub9bd\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc778\uacf5\uc9c0\ub2a5, \uba38\uc2e0\ub7ec\ub2dd, \uc11c\ubc84\ub9ac\uc2a4 \uc544\ud0a4\ud14d\ucc98 \ub4f1 \ucd5c\uc2e0 \uae30\uc220\ub4e4\uc774 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1\uacfc \uacb0\ud569\ub420 \ub54c \ub098\ud0c0\ub0a0 \uc2dc\ub108\uc9c0 \ud6a8\uacfc\ub97c \ubbf8\ub9ac \uc608\uce21\ud558\uace0, \uc774\uc5d0 \ub530\ub978 \uc804\ub7b5\uc801 \ud22c\uc790\uc640 \uae30\uc220 \uac1c\ubc1c\uc744 \ubcd1\ud589\ud574\uc57c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ucd5c\uadfc \ubc1c\ud45c\ub41c \uc5ec\ub7ec \uc5f0\uad6c \uacb0\uacfc\uc5d0 \ub530\ub974\uba74 \ud5a5\ud6c4 5\ub144 \ub0b4\uc5d0 AI \uae30\ubc18 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc194\ub8e8\uc158\uc774 \uc804\ud1b5\uc801\uc778 \uc784\uacc4\uce58 \uae30\ubc18 \uc2dc\uc2a4\ud15c\ubcf4\ub2e4 40% \uc774\uc0c1\uc758 \ube44\uc6a9 \uc808\uac10 \ud6a8\uacfc\ub97c \uc81c\uacf5\ud560 \uac83\uc73c\ub85c \uc608\uce21\ub418\uace0 \uc788\uc73c\uba70, \uc774\uc640 \uac19\uc774 \ube60\ub974\uac8c \ubc1c\uc804\ud558\ub294 \uae30\uc220 \ud658\uacbd\uc5d0 \uc720\uc5f0\ud558\uac8c \ub300\uc751\ud558\ub294 \uc804\ub7b5 \uc218\ub9bd\uc774 \uae30\uc5c5 \uacbd\uc7c1\ub825 \uac15\ud654\uc758 \ud575\uc2ec \uc694\uc18c\uac00 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n
\uc694\uc57d\ud558\uc790\uba74, \uc790\uc6d0 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\uae30 \uc704\ud55c \uc11c\ube44\uc2a4 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc804\ub7b5\uc740 \ub2e8\uc21c\ud55c \uc778\uc2a4\ud134\uc2a4 \uc99d\uac10 \uc774\uc0c1\uc758 \ubcf5\ud569\uc801\uc778 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \uae30\ud68d \ub2e8\uacc4\ubd80\ud130 \uad6c\uc131 \uc694\uc18c\uc758 \ud1b5\ud569, \ubcf4\uc548\uacfc \uaddc\uc815 \uc900\uc218, \uadf8\ub9ac\uace0 \ub04a\uc784\uc5c6\ub294 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ub9ac\ubdf0\ub97c \ud1b5\ud55c \uc9c0\uc18d\uc801 \uac1c\uc120\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0, \uc885\ud569\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc804\ub7b5\uc774 \uc131\uacf5\uc801\uc73c\ub85c \uad6c\ud604\ub420 \uacbd\uc6b0, \uae30\uc5c5\uc740 \uc6b4\uc601\ube44\uc6a9 \uc808\uac10, \ub192\uc740 \uc11c\ube44\uc2a4 \uac00\uc6a9\uc131, \uadf8\ub9ac\uace0 \ubcf4\ub2e4 \uc608\uce21 \uac00\ub2a5\ud55c IT \uc778\ud504\ub77c \uad00\ub9ac\uc758 \ud6a8\uacfc\ub97c \uadf9\ub300\ud654\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \ube60\ub974\uac8c \ubcc0\ud654\ud558\ub294 \ub514\uc9c0\ud138 \ud658\uacbd \uc18d\uc5d0\uc11c \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud558\ub294 \ub370 \uacb0\uc815\uc801\uc778 \uc5ed\ud560\uc744 \ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n
\uac15\ub825\ud55c \uc694\uc57d:<\/strong> \ubcf8 \uae00\uc5d0\uc11c\ub294 \uc790\uc6d0 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\uae30 \uc704\ud55c \uc11c\ube44\uc2a4 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc804\ub7b5\uc758 \ud544\uc694\uc131\uacfc \uae30\uc220\uc801 \ud575\uc2ec \uc694\uc18c, \ucd5c\uc2e0 \uc0ac\ub840 \ubd84\uc11d \ubc0f \uad6c\ud604 \uac00\uc774\ub4dc\ub97c \uc0c1\uc138\ud558\uac8c \ub2e4\ub8e8\uc5c8\uc2b5\ub2c8\ub2e4. \uc804\ub7b5\uc801 \uacc4\ud68d \uc218\ub9bd, \uc790\ub3d9\ud654 \ub3c4\uad6c\uc758 \ud65c\uc6a9, \uc608\uce21 \ubaa8\ub378\uc758 \ub3c4\uc785, \ubcf4\uc548 \uac15\ud654 \ubc0f \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0 \ub300\ud55c \uc751\uc6a9\uc744 \ud1b5\ud574, \uae30\uc5c5\uc740 \ube44\uc6a9 \uc808\uac10\uacfc \uc548\uc815\uc801\uc778 \uc11c\ube44\uc2a4 \uc6b4\uc601\uc744 \ub3d9\uc2dc\uc5d0 \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud5a5\ud6c4, \uc778\uacf5\uc9c0\ub2a5\uacfc \uc11c\ubc84\ub9ac\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc758 \ubc1c\uc804\uc740 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uae30\uc220\uc758 \ud6a8\uc728\uc131\uc744 \ub354\uc6b1 \uc99d\ub300\uc2dc\ud0ac \uac83\uc774\uba70, \uc774\uc5d0 \ub530\ub978 \uae00\ub85c\ubc8c IT \ud658\uacbd\uc758 \ube60\ub978 \ubcc0\ud654\uc5d0 \ubc1c \ube60\ub974\uac8c \ub300\uc751\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"\uc11c\ube44\uc2a4 \uc624\ud1a0\uc2a4\ucf00\uc77c\ub9c1 \uc804\ub7b5\uc73c\ub85c \uc790\uc6d0\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uc6b4\uc601\ud558\uace0 \ube44\uc6a9 \uc808\uac10\uacfc \uc548\uc815\uc801 \uad00\ub9ac\ub97c \uc2e4\ud604\ud558\ub294 \ucd5c\uc801\uc758 \ubc29\ubc95\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"author":1,"featured_media":33704,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1957],"tags":[7054,2119,2457],"class_list":["post-55897","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-development","tag-ai","tag-api","tag-load"],"acf":[],"_links":{"self":[{"href":"https:\/\/bbphapae.shop\/blog\/wp-json\/wp\/v2\/posts\/55897","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bbphapae.shop\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bbphapae.shop\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bbphapae.shop\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bbphapae.shop\/blog\/wp-json\/wp\/v2\/comments?post=55897"}],"version-history":[{"count":1,"href":"https:\/\/bbphapae.shop\/blog\/wp-json\/wp\/v2\/posts\/55897\/revisions"}],"predecessor-version":[{"id":55900,"href":"https:\/\/bbphapae.shop\/blog\/wp-json\/wp\/v2\/posts\/55897\/revisions\/55900"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bbphapae.shop\/blog\/wp-json\/wp\/v2\/media\/33704"}],"wp:attachment":[{"href":"https:\/\/bbphapae.shop\/blog\/wp-json\/wp\/v2\/media?parent=55897"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bbphapae.shop\/blog\/wp-json\/wp\/v2\/categories?post=55897"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bbphapae.shop\/blog\/wp-json\/wp\/v2\/tags?post=55897"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}