{"id":2896,"date":"2024-10-21T20:24:40","date_gmt":"2024-10-21T11:24:40","guid":{"rendered":"https:\/\/manvscloud.com\/?p=2896"},"modified":"2024-10-21T20:28:04","modified_gmt":"2024-10-21T11:28:04","slug":"ncloud-%eb%84%a4%ec%9d%b4%eb%b2%84-%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c%ec%97%90%ec%84%9c-%eb%b9%84%ec%9a%a9-%ec%9d%b4%ec%83%81-%ed%83%90%ec%a7%80%eb%a5%bc-%ec%b6%94%ea%b5%ac%ed%95%98%eb%a9%b4-2","status":"publish","type":"post","link":"https:\/\/manvscloud.com\/?p=2896","title":{"rendered":"[NCLOUD] \ub124\uc774\ubc84 \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c \ube44\uc6a9 \uc774\uc0c1 \ud0d0\uc9c0\ub97c \ucd94\uad6c\ud558\uba74 \uc548 \ub418\ub294 \uac78\uae4c #2"},"content":{"rendered":"\n<p>\uc548\ub155\ud558\uc138\uc694. MANVSCLOUD \uae40\uc218\ud604\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc9c0\ub09c \ud3ec\uc2a4\ud2b8 &#8220;[NCLOUD] \ub124\uc774\ubc84 \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c \ube44\uc6a9 \uc774\uc0c1 \ud0d0\uc9c0\ub97c \ucd94\uad6c\ud558\uba74 \uc548 \ub418\ub294 \uac78\uae4c #1&#8243;\uc5d0\uc11c\ub294 \ub124\uc774\ubc84 \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0\uc11c \ube44\uc6a9 \uc774\uc0c1 \ud0d0\uc9c0 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc774\ubc88 \uae00\uc5d0\uc11c\ub294 \uc9c0\ub09c \uacfc\uc815\uc5d0\uc11c \uc218\uc9d1\ud55c \ub370\uc774\ud130\uc640 \uc0dd\uc131\ub41c \uc608\uce21 \ub370\uc774\ud130\ub97c \uc870\uae08 \ub354 \uc751\uc6a9\ud558\uc5ec \ube44\uc6a9 \uad00\ub9ac\uc758 \ud575\uc2ec\uc778 \uac00\uc2dc\uc131\uacfc \ubd84\uc11d\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd94\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>FinOps\uc758 \ud575\uc2ec \uc6d0\uce59 \uc911 \ub450 \uac00\uc9c0\uac00 \uc624\ub298 \uc6b0\ub9ac\uc758 \uc8fc\uc81c\uc640 \ud2b9\ud788 \ubc00\uc811\ud55c \uad00\ub828\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ol>\n<li><strong>&#8220;FinOps data should be accessible and timely&#8221;<\/strong><\/li>\n\n\n\n<li><strong>&#8220;Take advantage of the variable cost model of the cloud&#8221;<\/strong><\/li>\n<\/ol>\n\n\n\n<p>\uc774 \ub450 \uc6d0\uce59\uc740 \uc6b0\ub9ac\uac00 \uc65c \uc9c0\uc18d\uc801\uc774\uace0 \ud6a8\uacfc\uc801\uc778 \ube44\uc6a9 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud574\uc57c \ud558\ub294\uc9c0\ub97c \uc798 \uc124\uba85\ud574\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uba3c\uc800 &#8220;\uc811\uadfc \uac00\ub2a5\ud558\uace0 \uc2dc\uae30\uc801\uc808\ud55c \ub370\uc774\ud130&#8221;\ub294 \ube44\uc6a9 \uad00\ub9ac\uc758 \uae30\ubcf8\uc785\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \uc9c0\ucd9c \ubc0f \uc608\uce21\uc5d0 \ub300\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc77c\uc0c1\uc801\uc774\uace0 \uac04\uacb0\ud55c \ubcf4\uace0\uc11c\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774\ub294 \ub2e8\uc21c\ud788 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \uac83\uc744 \ub118\uc5b4 \uadf8 \ub370\uc774\ud130\ub97c \uc870\uc9c1\uc758 \ubaa8\ub4e0 \ub808\ubca8\uc5d0\uc11c \uc27d\uac8c \uc774\ud574\ud558\uace0 \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub9cc\ub4dc\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \uac00\uc2dc\uc131\uc740 \ud074\ub77c\uc6b0\ub4dc \ud65c\uc6a9\ub3c4\ub97c \uc790\uc5f0\uc2a4\ub7fd\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\uba70 \ube60\ub978 \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub294 \ub354 \ud6a8\uc728\uc801\uc778 \uc758\uc0ac\uacb0\uc815\uc73c\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uadf8\ub9ac\uace0 &#8220;\ud074\ub77c\uc6b0\ub4dc\uc758 \uac00\ubcc0 \ube44\uc6a9 \ubaa8\ub378 \ud65c\uc6a9&#8221;\uc740 \ud074\ub77c\uc6b0\ub4dc\uc758 \ud2b9\uc131\uc744 \uc774\ud574\ud558\uace0 \uc774\ub97c \uc774\uc810\uc73c\ub85c \ud65c\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \uc9c0\ucd9c\uc740 \ubcf8\uc9c8\uc801\uc73c\ub85c \uac00\ubcc0\uc801\uc774\ubbc0\ub85c \ubcc0\ub3d9\uc131\uc788\ub294 \ube44\uc6a9\uc744 \uad00\ub9ac\ud558\uace0 \ubaa8\ub2c8\ud130\ub9c1\ud560 \uc218 \uc788\ub294 \ud504\ub85c\uc138\uc2a4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc801\uc2dc\uc5d0 \uc608\uce21, \uacc4\ud68d \ubc0f \uc815\uc801\uc778 \uc7a5\uae30 \uacc4\ud68d\ubcf4\ub2e4\ub294 \ubbfc\ucca9\ud558\uace0 \ubc18\ubcf5\uc801\uc778 \uacc4\ud68d\uc744 \uc120\ud638\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc81c \ube14\ub85c\uadf8\uc5d0\uc11c\ub294 \ub124\uc774\ubc84 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uae30\uc220\ub3c4 \ub2e4\ub8e8\uc9c0\ub9cc \ube44\uc6a9 \uad00\ub9ac\uc5d0 \ub300\ud55c \ubd80\ubd84\ub3c4 \ub9ce\uc774 \ub2e4\ub8e8\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ube44\uc6a9 API\uc640 Cloud Insight\ub97c \ud65c\uc6a9\ud558\uc5ec \ube44\uc6a9 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uc54c\ub9bc\uc744 \ubc1b\ub294 \ubc29\ubc95\ubd80\ud130 \uc608\uce21 \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \ube44\uc6a9 \uc774\uc0c1 \ud0d0\uc9c0 \uadf8\ub9ac\uace0 \uc624\ub298\uc758 \uc8fc\uc81c\ub294 \uc544\ub798\uc640 \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ol>\n<li>Grafana\ub97c \ud65c\uc6a9\ud55c \ube44\uc6a9 \ubaa8\ub2c8\ud130\ub9c1 \ub300\uc2dc\ubcf4\ub4dc \uad6c\ud604<\/li>\n\n\n\n<li>\uc0dd\uc131\ud615 AI\ub97c \ud65c\uc6a9\ud55c \uc790\ub3d9\ud654\ub41c \ube44\uc6a9 \ubcf4\uace0\uc11c \uc0dd\uc131<\/li>\n\n\n\n<li>\ub300\uc2dc\ubcf4\ub4dc \ubc0f \ubcf4\uace0\uc11c Slack \uc804\ub2ec \uc790\ub3d9\ud654<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21052601\/MANVSCLOUD_%ED%8C%8C%EC%82%B0%ED%95%91.png\" alt=\"\" class=\"wp-image-2907\"\/><\/figure>\n\n\n\n<p>\ube44\uc6a9 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ubd84\uc11d\uc744 \uc18c\ud640\ud788 \ud558\ub2e4 \ubcf4\uba74 \uc815\ub9d0\ub85c \uc608\uc0c1\uce58 \ubabb\ud55c \ud070 \ube44\uc6a9\uc774 \ubc1c\uc0dd\ud558\uc5ec \ud30c\uc0b0\ud551\uc744 \ud53c\ud560 \uc218 \uc5c6\uc744 \uac83\uc785\ub2c8\ub2e4. \uc624\ub298 \ud3ec\uc2a4\ud305\uc5d0\uc11c\ub294 \ub2e8\uc21c\ud55c \ube44\uc6a9 \ucd94\uc801\uc744 \ub118\uc5b4 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uace0 \ub354 \ub098\uc740 \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub294 \ubc29\ubc95\uc744 \ud0d0\uad6c\ud560 \uac83\uc774\uba70 \uc218\uc9d1\ub41c \ub370\uc774\ud130\uac00 \uc81c\ud55c\uc801\uc774\ub77c \uacfc\uac70 7\uc77c\uac04\uc758 \uc2e4\uc81c \ub370\uc774\ud130\uc640 \ud5a5\ud6c4 7\uc77c\uac04\uc758 \uc608\uce21 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \uc704 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ud604\ud55c \uacbd\ud5d8\uc744 \ub9d0\ud558\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-white-color has-vivid-green-cyan-background-color has-text-color has-background has-link-color wp-elements-cef66f1ad644cd6c588d8e41af76f5ae\"> Grafana\ub97c \ud65c\uc6a9\ud55c \ube44\uc6a9 \ubaa8\ub2c8\ud130\ub9c1 \ub300\uc2dc\ubcf4\ub4dc \uad6c\ud604 \ubc0f \uc9c0\ud45c Slack \uc804\ub2ec<\/h3>\n\n\n\n<p class=\"has-vivid-red-color has-text-color has-link-color wp-elements-893f47904475d9b1eb1552256bcb6aaf\">&#8220;\uc9c0\ub09c \ud3ec\uc2a4\ud305\uacfc \ub9c8\ucc2c\uac00\uc9c0\ub85c \uc774\ubc88\uc5d0\ub3c4 \uc804\uccb4\uc801\uc778 \ub0b4\uc6a9\uc774 \ubc29\ub300\ud558\uc5ec \uc804\uccb4 \ucf54\ub4dc\ub97c \uacf5\uc720\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc774 \uae00\uc5d0\uc11c \uc81c\uc2dc\ud558\ub294 \uc544\uc774\ub514\uc5b4\uc640 \ud504\ub85c\uc138\uc2a4\ub97c \uc774\ud574\ud558\uc2e0 \ud6c4 \uc774\ub97c \uc751\uc6a9\ud558\uc5ec \uc9c1\uc811 \uad6c\ud604\ud574\ubcf4\uc2dc\ub294 \uac83\uc744 \uad8c\uc7a5\ub4dc\ub9bd\ub2c8\ub2e4.&#8221;<\/p>\n\n\n\n<p>\uba3c\uc800 \uc65c Grafana\ub97c \uc120\ud0dd\ud588\ub294\uc9c0\uc5d0 \ub300\ud574 \uc124\uba85\ub4dc\ub9ac\uaca0\uc2b5\ub2c8\ub2e4. InfluxDB\ub3c4 \uc790\uccb4\uc801\uc73c\ub85c \ub300\uc2dc\ubcf4\ub4dc\ub97c \uc0dd\uc131\ud558\uace0 \ubcfc \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc6b0\ub9ac\uc758 \ubaa9\uc801\uc778 \uc2e4\uc81c \ub370\uc774\ud130\uc640 \uc608\uce21 \ub370\uc774\ud130\ub97c \ud568\uaed8 \ud45c\uc2dc\ud558\ub294 \ub370 \uc788\uc5b4\uc11c\ub294 \ud55c\uacc4\uac00 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ub450 \ub370\uc774\ud130 \uc138\ud2b8\uac00 \uacb9\uce60 \uacbd\uc6b0 InfluxDB\uc758 \ub300\uc2dc\ubcf4\ub4dc\uc5d0\uc11c\ub294 \uc774\ub97c \uba85\ud655\ud788 \uad6c\ubd84\ud558\uc5ec \ubcf4\uae30 \uc5b4\ub824\uc6b4 \uc810\uc774 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc774\uc720\ub85c \uc6b0\ub9ac\ub294 \ub354 \uc720\uc5f0\ud558\uace0 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\uc774 \uc6a9\uc774\ud55c Grafana\ub97c \uc120\ud0dd\ud558\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\uc81c Grafana\ub97c \ud65c\uc6a9\ud558\uc5ec \uc9c1\uad00\uc801\uc774\uace0 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ub418\ub294 \ube44\uc6a9 \ubaa8\ub2c8\ud130\ub9c1 \ub300\uc2dc\ubcf4\ub4dc\ub97c \uad6c\ud604\ud558\ub294 \uacfc\uc815\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul>\n<li><strong>Grafana \ub300\uc2dc\ubcf4\ub4dc \uad6c\ud604<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\uba3c\uc800 Grafana\ub294 \uc544\ub798\uc640 \uac19\uc774 \uac04\ub2e8\ud558\uac8c \uc124\uce58 \ubc0f \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">apt install -y apt-transport-https software-properties-common wget\nmkdir -p \/etc\/apt\/keyrings\/\nwget -q -O - https:\/\/apt.grafana.com\/gpg.key | gpg --dearmor | sudo tee \/etc\/apt\/keyrings\/grafana.gpg > \/dev\/null\necho \"deb [signed-by=\/etc\/apt\/keyrings\/grafana.gpg] https:\/\/apt.grafana.com stable main\" | sudo tee -a \/etc\/apt\/sources.list.d\/grafana.list\napt update\napt install grafana\ngrafana-server -v\nsystemctl enable grafana-server\nsystemctl start grafana-server<\/pre>\n\n\n\n<p>Grafana\uc5d0\uc11c InfluxDB\ub97c \ub370\uc774\ud130 \uc18c\uc2a4\ub85c \ucd94\uac00\ud574\uc57c\ud569\ub2c8\ub2e4. <br>\uc774\uc804 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c \uad6c\ucd95\ud55c InfluxDB\uc5d0\ub294 \ub124\uc774\ubc84 \ud074\ub77c\uc6b0\ub4dc\uc758 \ube44\uc6a9 \ub370\uc774\ud130\uac00 \uc800\uc7a5\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ol>\n<li>\uc6f9 \ube0c\ub77c\uc6b0\uc800\uc5d0\uc11c \uc124\uce58\ud55c Grafana\ub97c \ucf20 \ub4a4 \ub85c\uadf8\uc778\ud569\ub2c8\ub2e4. <\/li>\n\n\n\n<li>Grafana \uc124\uc815\uc5d0\uc11c &#8216;Data Sources&#8217;\ub85c \uc774\ub3d9\ud558\uc5ec InfluxDB\ub97c \ucd94\uac00\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>InfluxDB\uc758 URL, \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc774\ub984, \uc0ac\uc6a9\uc790 \uc774\ub984, \ube44\ubc00\ubc88\ud638 \ub4f1\uc744 \uc785\ub825\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"676\" src=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21113231\/image-34-1024x676.png\" alt=\"\" class=\"wp-image-2912\" srcset=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21113231\/image-34-1024x676.png 1024w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21113231\/image-34-300x198.png 300w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21113231\/image-34-768x507.png 768w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21113231\/image-34-1080x713.png 1080w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21113231\/image-34.png 1259w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\ub2e4\uc74c\uc73c\ub85c \uc0c8\ub85c\uc6b4 \ub300\uc2dc\ubcf4\ub4dc\ub97c \uc0dd\uc131\ud558\uace0 \ud328\ub110\uc744 \ucd94\uac00\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ol>\n<li>&#8216;New Dashboard&#8217;\ub97c \ud074\ub9ad\ud558\uace0 &#8216;Add visualization&#8217;\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub370\uc774\ud130 \uc18c\uc2a4\ub85c \uc704\uc5d0\uc11c \ucd94\uac00\ud588\ub358 InfluxDB\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>InfluxDB \ucffc\ub9ac\ub97c \uc791\uc131\ud558\uc5ec \uc6d0\ud558\ub294 \ube44\uc6a9 \ub370\uc774\ud130\ub97c \uac00\uc838\uc635\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from(bucket:\"manvscloud\")\n  |> range(start: -7d, stop: 7d)\n  |> filter(fn: (r) => r._measurement == \"ncloud_billing\" or r._measurement == \"ncloud_billing_forecast\")\n  |> filter(fn: (r) => r.service == \"${service}\")\n  |> filter(fn: (r) => r._field == \"use_amount\" or r._field == \"predicted_amount\")\n  |> pivot(rowKey:[\"_time\"], columnKey: [\"_field\"], valueColumn: \"_value\")\n  |> yield(name: \"result\")<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"705\" src=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21132332\/image-35-1024x705.png\" alt=\"\" class=\"wp-image-2914\" srcset=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21132332\/image-35-1024x705.png 1024w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21132332\/image-35-300x206.png 300w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21132332\/image-35-768x528.png 768w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21132332\/image-35-1080x743.png 1080w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21132332\/image-35.png 1103w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\uae30\uac04\uc740 now-7d to now+7d\ub85c \uc124\uc815\ud588\uc2b5\ub2c8\ub2e4. \ub9cc\uc57d \ub370\uc774\ud130\uac00 \ubd80\uc871\ud558\uac70\ub098 \ub9ce\ub2e4\uba74 \uc6d0\ud558\ub294 \uae30\uac04\uc73c\ub85c \uc218\uc815\ud574\uc8fc\uba74 \ub418\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"847\" height=\"729\" src=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21044529\/image-26.png\" alt=\"\" class=\"wp-image-2898\" srcset=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21044529\/image-26.png 847w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21044529\/image-26-300x258.png 300w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21044529\/image-26-768x661.png 768w\" sizes=\"(max-width: 847px) 100vw, 847px\" \/><\/figure>\n\n\n\n<p>\ub610\ud55c \uc870\uae08 \ub354 \uc2e4\uc81c \ube44\uc6a9\uacfc \uc608\uce21 \ube44\uc6a9\uc744 \ubcf4\uae30 \uc27d\ub3c4\ub85d \uad6c\ubd84\ud574\uc8fc\uae30 \uc704\ud574\uc11c\ub294 \uc544\ub798\uc640 \uac19\uc774 \ud544\ub4dc\uc5d0 \ub530\ub77c \uc0c9\uc0c1\uc774\ub098 \uc2a4\ud0c0\uc77c \ub4f1\uc744 \uc870\uc815\ud574\uc904 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"602\" height=\"646\" src=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21044611\/image-27.png\" alt=\"\" class=\"wp-image-2899\" srcset=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21044611\/image-27.png 602w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21044611\/image-27-280x300.png 280w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"590\" height=\"655\" src=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21044621\/image-28.png\" alt=\"\" class=\"wp-image-2900\" srcset=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21044621\/image-28.png 590w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21044621\/image-28-270x300.png 270w\" sizes=\"(max-width: 590px) 100vw, 590px\" \/><\/figure>\n\n\n\n<p>\uc704 \uacfc\uc815\uacfc \uac19\uc774 InfluxDB\uc5d0\uc11c \ub370\uc774\ud130\ub97c \ucffc\ub9ac\ud558\uc5ec \ub2e4\uc591\ud55c \ud615\ud0dc\uc758 \uadf8\ub798\ud504\uc640 \ucc28\ud2b8\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc8fc\uc694 \ud328\ub110\ub85c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uac83\ub4e4\uc744 \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>&#8211; \uc77c\ubcc4 \ucd1d \ube44\uc6a9 \ucd94\uc774 \uadf8\ub798\ud504 (\uc2e4\uc81c \ub370\uc774\ud130\uc640 \uc608\uce21 \ub370\uc774\ud130 \ube44\uad50)<br>&#8211; \uc11c\ube44\uc2a4\ubcc4 \ube44\uc6a9 \ubd84\ud3ec \ud30c\uc774 \ucc28\ud2b8<br>&#8211; \uc8fc\uc694 \ube44\uc6a9 \ubc1c\uc0dd \uc11c\ube44\uc2a4 Top 5 \ud14c\uc774\ube14<br>&#8211; \uc804\uc6d4 \ub300\ube44 \ube44\uc6a9 \uc99d\uac10 \uac8c\uc774\uc9c0<\/p>\n\n\n\n<p><strong>\uc608\uc2dc #1) Grafana \uc11c\ube44\uc2a4\ubcc4 \ube44\uc6a9 \ub300\uc2dc\ubcf4\ub4dc(Server(VPC))<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"458\" src=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045030\/image-29-1024x458.png\" alt=\"\" class=\"wp-image-2901\" srcset=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045030\/image-29-1024x458.png 1024w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045030\/image-29-300x134.png 300w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045030\/image-29-768x344.png 768w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045030\/image-29-1536x687.png 1536w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045030\/image-29-2048x916.png 2048w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045030\/image-29-1080x483.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\uc608\uc2dc #2) \ud604\uc7ac \uc11c\ube44\uc2a4\ubcc4 \uc0ac\uc6a9\ud55c \ube44\uc6a9<\/strong><\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from(bucket:\"manvscloud\")\n  |> range(start: -1d)\n  |> filter(fn: (r) => r._measurement == \"ncloud_billing\")\n  |> filter(fn: (r) => r._field == \"use_amount\")\n  |> filter(fn: (r) => r.service != \"totalcost\")\n  |> last()\n  |> group()\n  |> group(columns: [\"service\"])\n  |> filter(fn: (r) => r._value > 0)  \/\/ _value\uac00 0\ubcf4\ub2e4 \ud070 \uacbd\uc6b0\ub9cc \ud3ec\ud568\n  |> limit(n: 50)\n  |> sort(columns: [\"_value\"], desc: true)\n  |> yield(name: \"result\")<\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"971\" src=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045247\/image-33-1024x971.png\" alt=\"\" class=\"wp-image-2905\" srcset=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045247\/image-33-1024x971.png 1024w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045247\/image-33-300x284.png 300w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045247\/image-33-768x728.png 768w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045247\/image-33-1080x1024.png 1080w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045247\/image-33.png 1212w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\/\/ Bar Gauge<\/figcaption><\/figure>\n\n\n\n<p>\uc704 \uc608\uc2dc\ub4e4\uacfc \uac19\uc774 \ub300\uc2dc\ubcf4\ub4dc\ub85c \uc11c\ube44\uc2a4\ubcc4 \ube44\uc6a9\uc744 \ud655\uc778\ud558\uace0\uc790 \ud55c\ub2e4\uba74 \uc544\ub798\uc640 \uac19\uc774 Dashboard\uc758 Settings\uc5d0\uc11c Variables\ub97c \uc124\uc815\ud574\uc8fc\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"389\" src=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045210\/image-32-1024x389.png\" alt=\"\" class=\"wp-image-2904\" srcset=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045210\/image-32-1024x389.png 1024w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045210\/image-32-300x114.png 300w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045210\/image-32-768x292.png 768w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045210\/image-32-1536x584.png 1536w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045210\/image-32-1080x411.png 1080w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045210\/image-32.png 1809w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"926\" height=\"1024\" src=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045136\/image-30-926x1024.png\" alt=\"\" class=\"wp-image-2902\" srcset=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045136\/image-30-926x1024.png 926w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045136\/image-30-271x300.png 271w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045136\/image-30-768x849.png 768w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045136\/image-30-1080x1194.png 1080w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045136\/image-30.png 1121w\" sizes=\"(max-width: 926px) 100vw, 926px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"606\" src=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045150\/image-31-1024x606.png\" alt=\"\" class=\"wp-image-2903\" srcset=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045150\/image-31-1024x606.png 1024w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045150\/image-31-300x178.png 300w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045150\/image-31-768x454.png 768w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045150\/image-31-1536x909.png 1536w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045150\/image-31-1080x639.png 1080w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21045150\/image-31.png 1918w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\ub610\ud55c \uac01 \ud328\ub110\uc740 \uc0ac\uc6a9\uc790\uc758 \ud544\uc694\uc5d0 \ub530\ub77c \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\uc774 \uac00\ub2a5\ud558\uba70 \uc2dc\uac04 \ubc94\uc704\ub3c4 \uc790\uc720\ub86d\uac8c \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Grafana\uc758 \uac15\uc810\uc740 \ubc14\ub85c \uc774\ub7ec\ud55c \uc720\uc5f0\uc131\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \ub370\uc774\ud130\uc640 \uc608\uce21 \ub370\uc774\ud130\ub97c \uba85\ud655\ud788 \uad6c\ubd84\ud558\uc5ec \ud45c\uc2dc\ud560 \uc218 \uc788\uc5b4 \ube44\uc6a9 \ud2b8\ub80c\ub4dc\ub97c \ud55c\ub208\uc5d0 \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul>\n<li><strong>\ub300\uc2dc\ubcf4\ub4dc \uc9c0\ud45c\uc758 Slack \uc804\ub2ec \uc790\ub3d9\ud654<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\uad6c\ud604\ub41c \ub300\uc2dc\ubcf4\ub4dc\uc758 \uc8fc\uc694 \uc9c0\ud45c\ub97c \ub9e4\uc77c \uc790\ub3d9\uc73c\ub85c Slack\uc5d0 \uc804\ub2ec\ud558\uae30 \uc704\ud574 \uc6b0\ub9ac\ub294 grafana-image-renderer\uc640 \uc258 \uc2a4\ud06c\ub9bd\ud2b8\ub97c \ud65c\uc6a9\ud558\ub294 \ubc29\uc2dd\uc744 \uc120\ud0dd\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ubc29\uc2dd\uc740 \ub2e8\uc21c\ud788 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub9cc\uc744 \uc804\uc1a1\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc2dc\uac01\ud654\ub41c \ub300\uc2dc\ubcf4\ub4dc \uc774\ubbf8\uc9c0\ub97c \uc9c1\uc811 Slack\uc73c\ub85c \uc804\uc1a1\ud560 \uc218 \uc788\uc5b4 \ub354\uc6b1 \uc9c1\uad00\uc801\uc774\uace0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uba3c\uc800 grafana-image-renderer\ub97c \uc124\uce58\ud558\uace0 \uc2e4\ud589\ud569\ub2c8\ub2e4. <br>\uc774\ub294 Grafana \ub300\uc2dc\ubcf4\ub4dc\ub97c \uc774\ubbf8\uc9c0\ub85c \ub80c\ub354\ub9c1\ud558\ub294 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">docker run -d --name=grafana-image-renderer -p 8081:8081 grafana\/grafana-image-renderer<\/pre>\n\n\n\n<ul>\n<li><strong>\/etc\/grafana\/grafana.ini<\/strong><\/li>\n<\/ul>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">[rendering]\nserver_url = http:\/\/localhost:8081\/render\ncallback_url = http:\/\/10.0.14.6:3000\/<\/pre>\n\n\n\n<p>\/etc\/grafana\/grafana.ini \ud30c\uc77c\uc758 rendering \ubd80\ubd84\uc5d0 \uc704\uc640 \uac19\uc774 server_url\uacfc callback_url\uc744 \ucd94\uac00\ud574\uc918\uc57c\ud569\ub2c8\ub2e4. callback_url\uc758 10.0.14.6 \ubd80\ubd84\uc740 \ubcf8\uc778\uc758 \uc11c\ubc84 IP\ub85c \ubcc0\uacbd\ud574\uc8fc\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub2e4\uc74c\uc73c\ub85c \ub300\uc2dc\ubcf4\ub4dc \uc774\ubbf8\uc9c0\ub97c \ub2e4\uc6b4\ub85c\ub4dc\ud558\uace0 Slack\uc73c\ub85c \uc804\uc1a1\ud558\ub294 \uc258 \uc2a4\ud06c\ub9bd\ud2b8\ub97c \uc791\uc131\ud569\ub2c8\ub2e4. <br>\uc544\ub798\ub294 \uadf8 \uc608\uc2dc\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">#!\/bin\/bash\n# \ub0a0\uc9dc \uac00\uc838\uc624\uae30 (YYYY-MM-DD \ud615\uc2dd)\ncurrent_date=$(date +\"%Y-%m-%d\")\n\n# Image Download\ncurl -H \"Authorization: Bearer YOUR_GRAFANA_API_KEY\" -o dashboard.png \"http:\/\/localhost:3000\/render\/d\/YOUR_DASHBOARD_ID\/billing-dashboard?orgId=1&amp;viewPanel=1&amp;&amp;kiosk&amp;width=1000&amp;height=500\"\n\n# Slack\uc73c\ub85c \uc774\ubbf8\uc9c0 \ud30c\uc77c \uc5c5\ub85c\ub4dc\ncurl -F file=@dashboard.png \\\n     -F \"initial_comment=[$current_date] \ub124\uc774\ubc84 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \ub300\uc2dc\ubcf4\ub4dc \ubcf4\uace0\uc11c\" \\\n     -F channels=YOUR_SLACK_CHANNEL_ID \\\n     -H \"Authorization: Bearer YOUR_SLACK_BOT_TOKEN\" \\\n     https:\/\/slack.com\/api\/files.upload<\/pre>\n\n\n\n<ol>\n<li><strong>Bearer YOUR_GRAFANA_API_KEY<\/strong> \ubd80\ubd84\uc740 Administration &#8211; Users and access &#8211; Service account\uc5d0\uc11c \uc11c\ube44\uc2a4 \uacc4\uc815\uc744 \uc0dd\uc131\ud558\uace0 Tokens\uc744 \ubc1c\ud589\ud558\uc5ec \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>YOUR_DASHBOARD_ID \ubc0f orgId, viewPanel<\/strong>\ub294 \uc804\uc1a1\ud558\uace0\uc790 \ud558\ub294 Grafana\uc758 \ub300\uc2dc\ubcf4\ub4dc\uc5d0 \uc811\uc18d\ud574\ubcf4\uba74 \uc6f9 \ube0c\ub77c\uc6b0\uc800 URL\uc5d0\uc11c \ud655\uc778\ud558\uc2e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>YOUR_SLACK_CHANNEL_ID<\/strong>\ub294 Slack\uc758 \ucc44\ub110 ID\ub97c \uc785\ub825\ud574\uc8fc\uc138\uc694.<\/li>\n\n\n\n<li><strong>Bearer YOUR_SLACK_BOT_TOKEN<\/strong>\ub294 Slack App\uc758 Bot Token\uc744 \uc785\ub825\ud574\uc8fc\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<p>\uc774 \uc2a4\ud06c\ub9bd\ud2b8\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br><\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">30 8 * * * \/path\/to\/your\/script.sh<\/pre>\n\n\n\n<p>\uc774 \ubc29\uc2dd\uc758 \uc7a5\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ol>\n<li><strong>\uc2dc\uac01\ud654\ub41c \uc815\ubcf4 \uc804\ub2ec<\/strong>: \ud14d\uc2a4\ud2b8\ub9cc\uc73c\ub85c\ub294 \uc804\ub2ec\ud558\uae30 \uc5b4\ub824\uc6b4 \ubcf5\uc7a1\ud55c \ube44\uc6a9 \uc815\ubcf4\ub97c \ud55c\ub208\uc5d0 \ubcfc \uc218 \uc788\ub294 \uc774\ubbf8\uc9c0\ub85c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5 \uc6a9\uc774\uc131<\/strong>: Grafana \ub300\uc2dc\ubcf4\ub4dc\ub97c \uc6d0\ud558\ub294 \ub300\ub85c \uad6c\uc131\ud558\uace0 \uadf8 \uc804\uccb4 \ubaa8\uc2b5\uc744 \uadf8\ub300\ub85c Slack\uc73c\ub85c \uc804\uc1a1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub192\uc740 \uc720\uc5f0\uc131<\/strong>: \uc2a4\ud06c\ub9bd\ud2b8\ub97c \uc218\uc815\ud558\uc5ec \uc5ec\ub7ec \ub300\uc2dc\ubcf4\ub4dc \ud328\ub110\uc744 \uc21c\ucc28\uc801\uc73c\ub85c \uc804\uc1a1\ud558\uac70\ub098 \ud2b9\uc815 \uc870\uac74\uc5d0 \ub530\ub77c \ub2e4\ub978 \ub300\uc2dc\ubcf4\ub4dc\ub97c \uc804\uc1a1\ud558\ub294 \ub4f1\uc758 \uace0\uae09 \uae30\ub2a5\uc744 \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<p>\uc774\ub7ec\ud55c \uc790\ub3d9\ud654\ub41c \ubcf4\uace0 \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud574 \ud300\uc740 \ub9e4\uc77c \uc544\uce68 \uc2dc\uac01\ud654\ub41c \ube44\uc6a9 \ud604\ud669\uc744 Slack\uc5d0\uc11c \uc9c1\uc811 \ud655\uc778\ud560 \uc218 \uc788\uc73c\uba70 \uc774\uc0c1 \uc9d5\ud6c4\uac00 \ubc1c\uacac\ub420 \uacbd\uc6b0 \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc774\ubbf8\uc9c0 \ud615\ud0dc\ub85c \uc804\ub2ec\ub418\ub294 \ubcf4\uace0\uc11c\ub294 \ud300 \ub0b4 \uacf5\uc720\uc640 \ub17c\uc758\ub97c \ucd09\uc9c4\ud558\uc5ec \ub354\uc6b1 \ud6a8\uacfc\uc801\uc778 \ube44\uc6a9 \uad00\ub9ac\ub97c \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>Grafana \ub300\uc2dc\ubcf4\ub4dc\uc640 \uc774 \uc790\ub3d9\ud654\ub41c \uc774\ubbf8\uc9c0 \uc804\uc1a1 \uc2dc\uc2a4\ud15c\uc744 \uacb0\ud569\ud568\uc73c\ub85c\uc368 \uc6b0\ub9ac\ub294 &#8220;\uc811\uadfc \uac00\ub2a5\ud558\uace0 \uc2dc\uae30\uc801\uc808\ud55c \ub370\uc774\ud130&#8221;\ub97c \uc644\ubcbd\ud788 \uc2e4\ud604\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub2e8\uc21c\ud55c \ube44\uc6a9 \ubaa8\ub2c8\ud130\ub9c1\uc744 \ub118\uc5b4 \ub370\uc774\ud130 \uae30\ubc18\uc758 \uc758\uc0ac\uacb0\uc815\uacfc \uc9c0\uc18d\uc801\uc778 \ucd5c\uc801\ud654\ub97c \uac00\ub2a5\ucf00 \ud558\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-white-color has-vivid-green-cyan-background-color has-text-color has-background has-link-color wp-elements-d7e76401ad767368213b5ac224b0a22b\"> \uc0dd\uc131\ud615 AI\ub97c \ud65c\uc6a9\ud55c \uc790\ub3d9\ud654\ub41c \ube44\uc6a9 \ubcf4\uace0\uc11c \uc0dd\uc131 \ubc0f Slack Webhook \uc804\ub2ec<\/h3>\n\n\n\n<p>\uc774\ubc88 \uc139\uc158\uc5d0\uc11c\ub294 \ub124\uc774\ubc84 \ud074\ub77c\uc6b0\ub4dc\uc758 HCX003 \uc0dd\uc131\ud615 AI \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \uc790\ub3d9\ud654\ub41c \ube44\uc6a9 \ubcf4\uace0\uc11c\ub97c \uc0dd\uc131\ud558\uace0 \uc774\ub97c Slack\uc73c\ub85c \uc804\ub2ec\ud558\ub294 \uacfc\uc815\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774 \uc2dc\uc2a4\ud15c\uc740 \uc77c\uc77c \ube44\uc6a9 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uba70 \uc774\ub97c \ud300\uc6d0\ub4e4\uacfc \uc27d\uac8c \uacf5\uc720\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<ul>\n<li><strong>\ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc804\ucc98\ub9ac<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\uba3c\uc800 InfluxDB\uc5d0\uc11c \ube44\uc6a9 \ub370\uc774\ud130\ub97c \uac00\uc838\uc624\ub294 \ud568\uc218\ub97c \uad6c\ud604\ud569\ub2c8\ub2e4. \uc774 \ud568\uc218\ub294 \ucd5c\uadfc 7\uc77c\uac04\uc758 \uc2e4\uc81c \ube44\uc6a9 \ub370\uc774\ud130\uc640 \ud5a5\ud6c4 7\uc77c\uac04\uc758 \uc608\uce21 \ube44\uc6a9 \ub370\uc774\ud130\ub97c \ucffc\ub9ac\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">def get_cost_data_from_influxdb():\n    client = InfluxDBClient(url=INFLUX_URL, token=INFLUX_TOKEN, org=INFLUX_ORG)\n    query_api = client.query_api()\n\n    # \uc2e4\uc81c \ube44\uc6a9 \ub370\uc774\ud130 \ucffc\ub9ac\n    actual_cost_query = f'''\n    from(bucket:\"{INFLUX_BUCKET}\")\n        |> range(start: -7d, stop: now())\n        |> filter(fn: (r) => r._measurement == \"ncloud_billing\" and r.service == \"totalcost\")\n        |> filter(fn: (r) => r._field == \"use_amount\")\n        |> sort(columns: [\"_time\"])\n    '''\n\n    # \uc608\uce21 \ube44\uc6a9 \ub370\uc774\ud130 \ucffc\ub9ac\n    forecast_query = f'''\n    from(bucket:\"{INFLUX_BUCKET}\")\n        |> range(start: now(), stop: 7d)\n        |> filter(fn: (r) => r._measurement == \"ncloud_billing_forecast\" and r.service == \"totalcost\")\n        |> filter(fn: (r) => r._field == \"predicted_amount\")\n        |> sort(columns: [\"_time\"])\n    '''\n\n    actual_result = query_api.query(query=actual_cost_query)\n    forecast_result = query_api.query(query=forecast_query)\n\n\n    # \ucffc\ub9ac \uacb0\uacfc\ub97c \ucc98\ub9ac\ud558\uc5ec cost_data \ub9ac\uc2a4\ud2b8 \uc0dd\uc131\n    cost_data = []\n\n    for table in actual_result:\n        for record in table.records:\n            cost_data.append({\n                \"time\": record.values.get(\"_time\").strftime(\"%Y-%m-%d\"),\n                \"cost\": record.values.get(\"_value\"),\n                \"type\": \"actual\"\n            })\n\n    for table in forecast_result:\n        for record in table.records:\n            cost_data.append({\n                \"time\": record.values.get(\"_time\").strftime(\"%Y-%m-%d\"),\n                \"cost\": record.values.get(\"_value\"),\n                \"type\": \"forecast\"\n            })\n\n    cost_data.sort(key=lambda x: x[\"time\"])\n\n    client.close()\n    return cost_data<\/pre>\n\n\n\n<p>\ub610\ud55c \uac01 \uc11c\ube44\uc2a4\ubcc4 \ube44\uc6a9 \ub370\uc774\ud130\ub97c \uac00\uc838\uc624\ub294 \ud568\uc218\ub3c4 \uad6c\ud604\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">def get_all_services_data():\n    client = InfluxDBClient(url=INFLUX_URL, token=INFLUX_TOKEN, org=INFLUX_ORG)\n    query_api = client.query_api()\n\n    query = f'''\n    from(bucket:\"{INFLUX_BUCKET}\")\n        |> range(start: -7d, stop: now())\n        |> filter(fn: (r) => r._measurement == \"ncloud_billing\")\n        |> filter(fn: (r) => r._field == \"use_amount\")\n        |> pivot(rowKey:[\"_time\"], columnKey: [\"_field\"], valueColumn: \"_value\")\n        |> sort(columns: [\"_time\"])\n    '''\n\n    result = query_api.query(query=query)\n\n    services_data = {}\n    for table in result:\n        for record in table.records:\n            service = record.values.get(\"service\")\n            time = record.values.get(\"_time\").strftime(\"%Y-%m-%d\")\n            cost = record.values.get(\"use_amount\")\n\n            if service not in services_data:\n                services_data[service] = []\n            services_data[service].append({\"time\": time, \"cost\": cost})\n\n    client.close()\n    return services_data<\/pre>\n\n\n\n<ul>\n<li><strong>\ub370\uc774\ud130 \ubd84\uc11d<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\uc218\uc9d1\ub41c \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uae30\ubcf8\uc801\uc778 \ubd84\uc11d\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">def analyze_cost_data(cost_data, services_data):\n    # \uac00\uc7a5 \ucd5c\uc2e0 totalcost \uac12 \uac00\uc838\uc624\uae30\n    total_cost = next((item[\"cost\"] for item in reversed(cost_data) if item[\"type\"] == \"actual\"), 0)\n\n    #print(total_cost)\n\n    # \uac00\uc7a5 \ube44\uc6a9\uc774 \ub192\uc740 \uc11c\ube44\uc2a4 \ucc3e\uae30 (totalcost \uc81c\uc678)\n    highest_cost_service = max(\n        ((service, data[-1][\"cost\"]) for service, data in services_data.items() if service != \"totalcost\" and data),\n        key=lambda x: x[1]\n    )\n\n    #print(highest_cost_service)\n\n    # \ube44\uc6a9 \uc0c1\uc2b9\ub960\uc774 \uac00\uc7a5 \ub192\uc740 \uc11c\ube44\uc2a4 \ucc3e\uae30 (totalcost \uc81c\uc678)\n    highest_increase_service = None\n    highest_increase_rate = 0\n    for service, data in services_data.items():\n        if service != \"totalcost\" and len(data) > 1:\n            start_cost = data[0][\"cost\"]\n            end_cost = data[-1][\"cost\"]\n            if start_cost > 0:\n                increase_rate = (end_cost - start_cost) \/ start_cost\n                if increase_rate > highest_increase_rate:\n                    highest_increase_rate = increase_rate\n                    highest_increase_service = (service, increase_rate * 100, start_cost, end_cost)\n\n    print(cost_data)\n\n    return {\n        \"total_cost\": total_cost,\n        \"highest_cost_service\": highest_cost_service,\n        \"highest_increase_service\": highest_increase_service,\n        \"cost_data\": cost_data\n    }<\/pre>\n\n\n\n<ul>\n<li><strong>HCX003 \ubaa8\ub378\uc744 \ud65c\uc6a9\ud55c \ubcf4\uace0\uc11c \uc0dd\uc131<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\ucd5c\uadfc \uc0dd\uc131\ud615 AI\uc758 \uacb0\uacfc\ubb3c\uc5d0 \ub300\ud55c \uc2e0\ub8b0\ub3c4\ub97c \ub192\uc774\uae30 \uc704\ud574 \ud30c\uc778\ud29c\ub2dd(Fine-tuning)\uc774\ub098 RAG(Retrieval-Augmented Generation) \ub4f1\uc758 \uae30\uc220\uc774 \ub9ce\uc774 \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774 \uacfc\uc815\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc744 \uc758\ub3c4\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>1) \ub370\uc774\ud130\uc758 \uba85\ud655\uc131:<\/strong> InfluxDB\uc5d0\uc11c \uac00\uc838\uc624\ub294 \ube44\uc6a9 \ub370\uc774\ud130\ub294 \uba85\ud655\ud558\uace0 \uad6c\uc870\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \ud544\uc694\ud55c \uc815\ud655\ud55c \ub370\uc774\ud130\ub97c \uc5bb\uae30 \uc704\ud574 \ubbf8\ub9ac \uc815\uc758\ub41c \ucffc\ub9ac\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<br><strong>2) \uc9c1\uc811\uc801\uc778 \ub370\uc774\ud130 \uc81c\uacf5:<\/strong> \uc0dd\uc131\ud615 AI\uc5d0\uac8c \uc2e4\uc81c \ub370\uc774\ud130\ub97c \uc9c1\uc811 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \ubaa8\ub378\uc774 \uc815\ud655\ud55c \uc815\ubcf4\ub97c \ubc14\ud0d5\uc73c\ub85c \ubcf4\uace0\uc11c\ub97c \uc791\uc131\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4.<br><strong>3) \ubd88\ud544\uc694\ud55c \ubcf5\uc7a1\uc131 \ud68c\ud53c: <\/strong>RAG\ub97c \uad6c\ud604\ud558\ub824\uba74 VectorDB, \uccad\ud06c \ubd84\ud560, \uc784\ubca0\ub529 \ub4f1 \ucd94\uac00\uc801\uc778 \uc791\uc5c5\uacfc \ub9ac\uc18c\uc2a4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \ud574\ub2f9 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0\uc11c\ub294 \ubd88\ud544\uc694\ud55c \ubcf5\uc7a1\uc131\uc744 \ub354\ud560 \ubfd0\uc785\ub2c8\ub2e4.<br><strong>4) \uc815\ud655\uc131 \uc720\uc9c0:<\/strong> \uc720\uc0ac\ub3c4 \uae30\ubc18\uc758 \ub370\uc774\ud130 \uac80\uc0c9(RAG\uc5d0\uc11c \uc8fc\ub85c \uc0ac\uc6a9)\uc740 \ub54c\ub54c\ub85c \uc2e4\uc81c \ub370\uc774\ud130\uc640 \ubb34\uad00\ud55c \uc815\ubcf4\ub97c \uac00\uc838\uc62c risk\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\uba74 \uc774 \uacfc\uc815\uc5d0\uc11c\ub294 \ud56d\uc0c1 \uc815\ud655\ud55c \ucd5c\uc2e0 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<br><strong>5) \ud6a8\uc728\uc131: <\/strong>\ud30c\uc778\ud29c\ub2dd\uc774\ub098 RAG \ud30c\uc774\ud504\ub77c\uc778 \uad6c\ucd95 \ub300\uc2e0 \uba85\ud655\ud55c \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc744 \ud1b5\ud574 \uc6d0\ud558\ub294 \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub530\ub77c\uc11c \uc704\uc5d0\uc11c InfluxDB \ucffc\ub9ac\ub85c \uc870\ud68c\ud55c \ub370\uc774\ud130\uc640 HCX003 \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \ube44\uc6a9 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc0c1\uc138\ud55c \ubd84\uc11d\uc744 \ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\ub9c1\ub9cc\uc73c\ub85c \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \uc544\ub798\uc640 \uac19\uc774 \uc9c4\ud589\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">class HCX003Wrapper(LLM):\n    def _call(self, prompt: str, stop: Optional[List[str]] = None) -> str:\n        request_data = {\n            'messages': [\n                {\"role\":\"system\",\"content\": system_template},\n                {\"role\":\"user\",\"content\": prompt}\n            ],\n            # ... (\ubaa8\ub378 \ud30c\ub77c\ubbf8\ud130 \uc124\uc815)\n        }\n        return execute_hcx003(completion_executor, request_data, 'request_id')\n\ndef analyze_cost_trend(analyzed_data):\n    llm = HCX003Wrapper()\n    query_prompt = f\"\"\"\n        - \ucc38\uace0 : \ucd1d \ube44\uc6a9 (\uac00\uc7a5 \ucd5c\uadfc totalcost): {analyzed_data[\"total_cost\"]:.2f}\uc6d0\n        - \ucc38\uace0 : \uac00\uc7a5 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub098\uc628 \uc11c\ube44\uc2a4: {analyzed_data[\"highest_cost_service\"][0]} (\ucd5c\uc2e0 \ube44\uc6a9: {analyzed_data[\"highest_cost_service\"][1]:.2f}\uc6d0)\n        - \ucc38\uace0 : \ube44\uc6a9 \uc0c1\uc2b9\ub960\uc774 \uac00\uc7a5 \ub192\uc740 \uc11c\ube44\uc2a4: {analyzed_data[\"highest_increase_service\"][0]} (\uc0c1\uc2b9\ub960: {analyzed_data[\"highest_increase_service\"][1]:.2f}%)\n        \ube44\uc6a9 \ub370\uc774\ud130: {json.dumps(analyzed_data[\"cost_data\"], indent=2)}\n    \"\"\"\n    return llm(query_prompt)<\/pre>\n\n\n\n<p>\ucd94\uac00\ub85c \uc2dc\uc2a4\ud15c \ud504\ub86c\ud504\ud2b8\uc5d0 \uc544\ub798\uc640 \uac19\uc774 \ud398\ub974\uc18c\ub098 \ubc0f \uc608\uc2dc\ub97c \uc694\uccad\ud558\uc600\uc2b5\ub2c8\ub2e4.<br>(\ub0b4\uac00 \uc6d0\ud558\ub294 \ud615\ud0dc\ub85c \ubcf4\uace0\uc11c\ub97c \ubc1b\uace0 \uc2f6\uc740 \uacbd\uc6b0 \uc791\uc131 \uc608\uc2dc\ub97c \uba85\ud655\ud558\uac8c \uc81c\uacf5\ud574\uc8fc\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.)<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">system_template = \"\"\"\n\uadc0\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uad00\ub9ac\ub97c \uc804\ubb38\uc73c\ub85c \ud558\ub294 \uc7ac\ubb34 \ubd84\uc11d\uac00\uc785\ub2c8\ub2e4. \uc9c0\ub09c \ud55c\ub2ec\uac04\uc758 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \ub370\uc774\ud130\uc640 \uc774\ubc88 \ub2ec \uadf8\ub9ac\uace0 \ud5a5\ud6c4 7\uc77c\uac04\uc758 \uc608\uc0c1 \ube44\uc6a9\uc744 \ubd84\uc11d\ud558\uc138\uc694:\n- \uc0ac\uc6a9\uc911\uc778 \ud37c\ube14\ub9ad \ud074\ub77c\uc6b0\ub4dc : \ub124\uc774\ubc84 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\n- \ube44\uc6a9\uc740 \ub9e4\uc77c \uc624\uc804 7\uc2dc\uacbd \uc5c5\ub370\uc774\ud2b8 \ub429\ub2c8\ub2e4.\n- \ube44\uc6a9 \ucd94\uc138\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \ubd84\uc11d\uc744 \uc81c\uacf5\ud574 \uc8fc\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4:\n1. \uc804\ubc18\uc801\uc778 \ucd94\uc138(\uc99d\uac00, \uac10\uc18c \ub610\ub294 \uc548\uc815\uc801)\n2. \uc77c\uc0c1\uc801\uc778 \ubcc0\ud654\uc640 \uadf8 \uc911\uc694\uc131\n3. \uc2e4\uc81c \uacfc\uac70 \ube44\uc6a9\uacfc \uc608\uc0c1 \ubbf8\ub798 \ube44\uc6a9 \uac04\uc758 \ube44\uad50\n4. \uc8fc\ubaa9\ud560 \ub9cc\ud55c \ud328\ud134 \ub610\ub294 \uc774\uc0c1 \uc9d5\ud6c4\n5. \ud574\ub2f9\ub418\ub294 \uacbd\uc6b0 \ube44\uc6a9 \ucd5c\uc801\ud654\ub97c \uc704\ud55c \uad8c\uc7a5 \uc0ac\ud56d\n6. \uac00\uc7a5 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub098\uc628 \uc11c\ube44\uc2a4\uc758 \ubc1c\uc0dd \ube44\uc6a9\uc744 \uc54c\ub824\uc8fc\uc138\uc694.\n7. \ube44\uc6a9 \uc0c1\uc2b9\ub960\uc774 \uac00\uc7a5 \ub192\uc740 \uc11c\ube44\uc2a4\uc758 \ucd5c\uadfc 7\uc77c \uac04 \ube44\uc6a9 \uc0c1\uc2b9\ub960\uc744 \uc54c\ub824\uc8fc\uc138\uc694.\n\ube44\uc988\ub2c8\uc2a4 \ubcf4\uace0\uc11c\uc5d0 \uc801\ud569\ud55c \uba85\ud655\ud558\uace0 \uac04\uacb0\ud55c \ubc29\uc2dd\uc73c\ub85c \ubd84\uc11d \ud615\uc2dd\uc744 \uc9c0\uc815\ud569\ub2c8\ub2e4.\n\n### \uc791\uc131 \uc608\uc2dc(\uac00\uc7a5 \ub192\uc740 \ube44\uc6a9 \uc11c\ube44\uc2a4: Server(VPC), \ube44\uc6a9 \uc0c1\uc2b9\ub960 \ucd5c\uace0 \uc11c\ube44\uc2a4: Data Catalog\ub77c\uace0 \uac00\uc815)\n\ub124\uc774\ubc84 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc \ube44\uc6a9 \ubd84\uc11d \ubcf4\uace0\uc11c\n1. \uc804\ubc18\uc801\uc778 \ucd94\uc138: \ube44\uc6a9\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \uc99d\uac00\ud558\ub294 \ucd94\uc138\ub97c \ubcf4\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n   - \uc2e4\uc81c \ube44\uc6a9: \uc2e4\uc81c \ube44\uc6a9\uc740 7\uc77c \ub3d9\uc548 135,800\uc6d0\uc5d0\uc11c 208,740\uc6d0\uc73c\ub85c 53.7% \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4.\n   - \uc608\uc0c1 \ube44\uc6a9: \uc608\uce21 \ube44\uc6a9\uc740 \ud5a5\ud6c4 7\uc77c \ub3d9\uc548 218,443\uc6d0\uc5d0\uc11c 289,120\uc6d0\uc73c\ub85c 32.4% \ucd94\uac00 \uc99d\uac00\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.\n2. \uc77c\uc0c1\uc801\uc778 \ubcc0\ud654:\n   - \uc77c\uc77c \ud3c9\uade0 \uc99d\uac00\uc728: \uc77c\uc77c \ube44\uc6a9 \uc99d\uac00\uc728\uc740 \ud3c9\uade0 7.5%\ub85c, \uc0c1\ub2f9\ud788 \ub192\uc740 \uc218\uc900\uc785\ub2c8\ub2e4.\n   - \uc911\uc694\uc131: \uc9c0\uc18d\uc801\uc778 \uc99d\uac00 \ucd94\uc138\ub85c \uc8fc\uc758 \ud544\uc694\n3. \uc2e4\uc81c \ube44\uc6a9 vs \uc608\uc0c1 \ube44\uc6a9:\n   - \ucd5c\uadfc \uc2e4\uc81c \ube44\uc6a9(208,740\uc6d0) \ub300\ube44 7\uc77c \ud6c4 \uc608\uc0c1 \ube44\uc6a9(289,120\uc6d0)\n   - 38.5% \uc99d\uac00 \uc608\uc0c1\ub418\uc5b4 \ube60\ub978 \ub300\uc751 \ud544\uc694\n4. \uc8fc\ubaa9\ud560 \ub9cc\ud55c \ud328\ud134:\n   - 10\uc6d4 16\uc77c \uae09\uaca9\ud55c \ube44\uc6a9 \uc99d\uac00 (158,750\uc6d0 \u2192 170,460\uc6d0, 7.4% \uc0c1\uc2b9)\n   - \uc608\uc0c1 \ube44\uc6a9\uc5d0\uc11c \uc77c\uc77c \ubcc0\ub3d9\ud3ed \uc99d\uac00 (\uc57d 1\ub9cc\uc6d0 \u2192 2\ub9cc\uc6d0)\n5. \ube44\uc6a9 \ucd5c\uc801\ud654 \uad8c\uc7a5 \uc0ac\ud56d:\n   - Server(VPC) \uc0ac\uc6a9\ub7c9 \ucd5c\uc801\ud654 \uac80\ud1a0\n   - Data Catalog \uc0ac\uc6a9 \ud328\ud134 \ubd84\uc11d \ubc0f \ud6a8\uc728\ud654\n   - \uc804\ubc18\uc801\uc778 \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9\ub7c9 \ubaa8\ub2c8\ud130\ub9c1 \uac15\ud654\n6. \uac00\uc7a5 \ub192\uc740 \ube44\uc6a9 \uc11c\ube44\uc2a4: Server(VPC), 73,940\uc6d0\n7. \ube44\uc6a9 \uc0c1\uc2b9\ub960 \ucd5c\uace0 \uc11c\ube44\uc2a4: Data Catalog\n   - \ucd5c\uadfc 7\uc77c \uc0c1\uc2b9\ub960: 63.93% (110\uc6d0 \u2192 130\uc6d0)\n\uacb0\ub860: \uc804\ubc18\uc801\uc778 \ube44\uc6a9 \uc99d\uac00 \ucd94\uc138\uac00 \ub69c\ub837\ud558\uba70, \ud2b9\ud788 Server(VPC)\uc640 Data Catalog \uc11c\ube44\uc2a4\uc5d0 \uc8fc\ubaa9\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ud5a5\ud6c4 7\uc77c\uac04 \uc57d 32.4%\uc758 \ucd94\uac00 \ube44\uc6a9 \uc99d\uac00\uac00 \uc608\uc0c1\ub418\uba70, \uc804\ubc18\uc801\uc778 \ub9ac\uc18c\uc2a4 \uad00\ub9ac \uac1c\uc120\uc774 \ud544\uc694\n\ud55c\uc9c0 \uac80\ud1a0 \ud6c4 \ube44\uc6a9 \ucd5c\uc801\ud654 \ud504\ub85c\uc138\uc2a4\ub97c \uc218\ub9bd\ud558\uace0 \ubc18\uc601\uc774 \ub418\uc5c8\ub294\uc9c0 \ud655\uc778\ud574\uc57c\ud569\ub2c8\ub2e4.\n\"\"\"<\/pre>\n\n\n\n<p>\uc774 \ubd80\ubd84\uc5d0\uc11c HCX003 \ubaa8\ub378\uc740 \uc8fc\uc5b4\uc9c4 \ube44\uc6a9 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \uc0c1\uc138\ud55c \ubd84\uc11d \ubcf4\uace0\uc11c\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc2dc\uc2a4\ud15c \ud504\ub86c\ud504\ud2b8\uc5d0\ub294 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uad00\ub9ac \uc804\ubb38\uac00\ub85c\uc11c\uc758 \uc5ed\ud560\uacfc \ubd84\uc11d\ud574\uc57c \ud560 \uc8fc\uc694 \ud3ec\uc778\ud2b8\ub4e4\uc774 \uc815\uc758\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul>\n<li><strong>Slack\uc73c\ub85c \ubcf4\uace0\uc11c \uc804\uc1a1<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\uc0dd\uc131\ub41c \ubcf4\uace0\uc11c\ub97c Slack\uc73c\ub85c \uc804\uc1a1\ud558\ub294 \ud568\uc218\ub97c \uad6c\ud604\ud569\ub2c8\ub2e4<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">def send_slack_report(analysis):\n    payload = {\"text\": analysis}\n    response = requests.post(SLACK_WEBHOOK_URL, json=payload)\n    response.raise_for_status()<\/pre>\n\n\n\n<ul>\n<li><strong>\uc804\uccb4 \ud504\ub85c\uc138\uc2a4 \ud1b5\ud569<\/strong><\/li>\n<\/ul>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">def main():\n    cost_data = get_cost_data_from_influxdb()\n    services_data = get_all_services_data()\n    analyzed_data = analyze_cost_data(cost_data, services_data)\n    analysis = analyze_cost_trend(analyzed_data)\n    send_slack_report(analysis)<\/pre>\n\n\n\n<p>\uc774 \uc2dc\uc2a4\ud15c\uc758 \uc8fc\uc694 \uc7a5\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ol>\n<li><strong>\uc790\ub3d9\ud654<\/strong>: \ub9e4\uc77c \uc815\ud574\uc9c4 \uc2dc\uac04\uc5d0 \uc790\ub3d9\uc73c\ub85c \ubcf4\uace0\uc11c\ub97c \uc0dd\uc131\ud558\uace0 \uc804\uc1a1\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc2ec\uce35 \ubd84\uc11d<\/strong>: HCX003 \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \ub2e8\uc21c\ud55c \uc218\uce58 \ub098\uc5f4\uc744 \ub118\uc5b4\uc120 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. <br>(HCX-DASH-001\uacfc\ub3c4 \ube44\uad50\ud574\ubd24\ub294\ub370 \ubcf4\uace0\uc11c \uc0dd\uc131 \uc18d\ub3c4\ub294 HCX-DASH-001\uc774 \ub354 \ube60\ub974\uc9c0\ub9cc \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc0c1\uc138\ud55c \ubcf4\uace0\uc11c \uc791\uc131 \ubd80\ubd84\uc740 HCX-003\uc774 \ub354 \uc88b\uc740 \uacb0\uacfc\ubb3c\uc744 \ub9cc\ub4e4\uc5c8\uc2b5\ub2c8\ub2e4.)<\/li>\n\n\n\n<li><strong>\uc2e4\uc2dc\uac04 \ub300\uc751<\/strong>: Slack\uc744 \ud1b5\ud574 \uc989\uc2dc \ud300\uc6d0\ub4e4\uacfc \uc815\ubcf4\ub97c \uacf5\uc720\ud560 \uc218 \uc788\uc5b4 \ube44\uc6a9 \uc774\uc0c1 \uc9d5\ud6c4\uc5d0 \ube60\ub974\uac8c \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub9de\ucda4\ud615 \ubd84\uc11d<\/strong>: \uc2dc\uc2a4\ud15c \ud504\ub86c\ud504\ud2b8\ub97c \uc218\uc815\ud558\uc5ec \uc6d0\ud558\ub294 \ud615\ud0dc\uc758 \ubd84\uc11d \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n<p>\uc704 \uacfc\uc815\uc744 \ud1b5\ud574 \uc6d0\ud558\ub294 \uc2dc\uac04\uc774\ub098 \ud2b8\ub9ac\uac70\ub97c \ud1b5\ud574 AI \uae30\ubc18\uc758 \uc0c1\uc138 \ubd84\uc11d \ubcf4\uace0\uc11c\ub294 \ube44\uc6a9 \uad00\ub9ac\uc5d0 \ub300\ud55c \ud300\uc758 \uc774\ud574\ub3c4\ub97c \ub192\uc774\uace0 \ubcf4\ub2e4 \uc804\ub7b5\uc801\uc778 \uc758\uc0ac\uacb0\uc815\uc744 \uac00\ub2a5\ud558\uac8c \ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-white-color has-vivid-green-cyan-background-color has-text-color has-background has-link-color wp-elements-9944cdf01f6a424167ae481dbed53ab3\"> Result<\/h3>\n\n\n\n<ul>\n<li><strong>Grafana Dashboard(TotalCost) to Slack<\/strong><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"883\" height=\"408\" src=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21202726\/slack-grafana-billing-dashboard.png\" alt=\"\" class=\"wp-image-2918\" srcset=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21202726\/slack-grafana-billing-dashboard.png 883w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21202726\/slack-grafana-billing-dashboard-300x139.png 300w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21202726\/slack-grafana-billing-dashboard-768x355.png 768w\" sizes=\"(max-width: 883px) 100vw, 883px\" \/><\/figure>\n\n\n\n<ul>\n<li><strong>Billing Report(Made in HCX) to Slack <\/strong><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"610\" src=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21202734\/slack-grafana-billing-ai-report-1024x610.png\" alt=\"\" class=\"wp-image-2919\" srcset=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21202734\/slack-grafana-billing-ai-report-1024x610.png 1024w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21202734\/slack-grafana-billing-ai-report-300x179.png 300w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21202734\/slack-grafana-billing-ai-report-768x457.png 768w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21202734\/slack-grafana-billing-ai-report-1536x914.png 1536w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21202734\/slack-grafana-billing-ai-report-1080x643.png 1080w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2024\/10\/21202734\/slack-grafana-billing-ai-report.png 1848w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\uac1c\uc778\uc801\uc778 \uc0ac\uc6a9 \uacbd\ud5d8\uc744 \uacf5\uc720\ud558\uc790\uba74 \uc774 \uc2dc\uc2a4\ud15c\uc744 \uc2e4\uc81c\ub85c \uad6c\ud604\ud558\uc5ec \uc0ac\uc6a9\ud574 \ubcf8 \uacb0\uacfc \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uad00\ub9ac\uac00 \ud6e8\uc52c \ub354 \ud6a8\uc728\uc801\uc774\uace0 \uc608\uce21 \uac00\ub2a5\ud574\uc84c\uc2b5\ub2c8\ub2e4. \uc774\uc81c \ub9e4\uc77c \uc544\uce68 8\uc2dc 30\ubd84 \ucd9c\uadfc\uae38\uc5d0 Slack\uc73c\ub85c \uc804\ub2ec\ub418\ub294 \ube44\uc6a9 \ub300\uc2dc\ubcf4\ub4dc\uc640 AI \ubd84\uc11d \ubcf4\uace0\uc11c\ub97c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\ub97c \ud1b5\ud574 \ucd5c\uc2e0 \ube44\uc6a9 \ud604\ud669\uacfc \uc608\uce21 \ube44\uc6a9\uc744 \ud55c\ub208\uc5d0 \ud30c\uc545\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uace0 \ud2b9\ud788 AI\uac00 \ubd84\uc11d\ud574\uc900 \ubcf4\uace0\uc11c\ub294 \ube44\uc6a9 \ud750\ub984\uc744 \uc774\ud574\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uae09\uaca9\ud55c \ube44\uc6a9 \uc0c1\uc2b9\uc774 \ubc1c\uc0dd\ud55c \uc11c\ube44\uc2a4\uac00 \uc788\ub2e4\uba74 \uc989\uc2dc \ud655\uc778\ud558\uace0 \ub300\uc751\ud560 \uc218 \uc788\uc5b4 \uc608\uc0c1\uce58 \ubabb\ud55c \ube44\uc6a9 \ud3ed\uc99d\uc744 \ubc29\uc9c0\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uac00\uc7a5 \ud070 \uc7a5\uc810\uc740 \ub9e4\ubc88 Grafana\ub098 \ub124\uc774\ubc84 \ud074\ub77c\uc6b0\ub4dc \ucf58\uc194\uc5d0 \uc9c1\uc811 \uc811\uc18d\ud558\uc9c0 \uc54a\uc544\ub3c4 \ub41c\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \ube44\uc6a9 \ub370\uc774\ud130\uac00 \uc790\ub3d9\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ub418\uace0 \uc774\ub97c \ubc14\ud0d5\uc73c\ub85c \ud55c \ubaa8\ub2c8\ud130\ub9c1 \uacb0\uacfc\uc640 \ubd84\uc11d \ubcf4\uace0\uc11c\uac00 Slack\uc73c\ub85c \uc804\ub2ec\ub418\ub2c8 \uc815\ub9d0 \ud3b8\ub9ac\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7f0 \uc77c\uc0c1\uc801\uc774\uace0 \uac04\uacb0\ud55c \ubcf4\uace0 \uccb4\uacc4 \ub355\ubd84\uc5d0 \ud074\ub77c\uc6b0\ub4dc \uc9c0\ucd9c\uc5d0 \ub300\ud55c \ud1b5\ucc30\ub825\uc774 \ud06c\uac8c \ud5a5\uc0c1\ub418\uc5c8\uace0 \uac00\ubcc0\uc801\uc778 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9\uc744 \ub354\uc6b1 \uc548\uc815\uc801\uc73c\ub85c \uad00\ub9ac\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uacb0\ub860\uc801\uc73c\ub85c \uc774 \uc2dc\uc2a4\ud15c\uc740 \ub124\uc774\ubc84 \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc744 \uc6b4\uc601\ud568\uc5d0 \uc788\uc5b4 \ub2e8\uc21c\ud55c \ub3c4\uad6c\ub97c \ub118\uc5b4 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uad00\ub9ac\uc758 \uc0c8\ub85c\uc6b4 \ud328\ub7ec\ub2e4\uc784\uc744 \uc81c\uc2dc\ud588\ub2e4\uace0 \uc0dd\uac01\ud569\ub2c8\ub2e4. \uc5ec\ub7ec\ubd84\ub3c4 \uc774\ub7f0 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud574 \ubcf4\uc2dc\uba74 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \uad00\ub9ac\uc5d0 \ub300\ud55c \uc0c8\ub85c\uc6b4 \uc2dc\uac01\uc744 \uac00\uc9c8 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4. <\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-white-color has-cyan-bluish-gray-background-color has-text-color has-background has-link-color wp-elements-790b4ede7486cf11fc8601a67c8dcb47\"> Personal Comments<\/h3>\n\n\n\n<p>\uc774\ubc88 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c \uc6b0\ub9ac\ub294 \ub124\uc774\ubc84 \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0\uc11c \ud6a8\uacfc\uc801\uc778 \ube44\uc6a9 \uad00\ub9ac\ub97c \uc704\ud55c \ub450 \uac00\uc9c0 \ud575\uc2ec \uc2dc\uc2a4\ud15c\uc744 \uc0b4\ud3b4\ubcf4\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ol>\n<li>Grafana\ub97c \ud65c\uc6a9\ud55c \ube44\uc6a9 \ubaa8\ub2c8\ud130\ub9c1 \ub300\uc2dc\ubcf4\ub4dc \uad6c\ud604 \ubc0f Slack \uc804\ub2ec<\/li>\n\n\n\n<li>\uc0dd\uc131\ud615 AI (HCX003)\ub97c \ud65c\uc6a9\ud55c \uc790\ub3d9\ud654\ub41c \ube44\uc6a9 \ubcf4\uace0\uc11c \uc0dd\uc131 \ubc0f Slack Webhook \uc804\ub2ec<\/li>\n<\/ol>\n\n\n\n<p>\uc774 \ub450 \uc2dc\uc2a4\ud15c\uc740 \uc0c1\ud638 \ubcf4\uc644\uc801\uc73c\ub85c \uc791\ub3d9\ud558\uba70 &#8220;\uc811\uadfc \uac00\ub2a5\ud558\uace0 \uc2dc\uae30\uc801\uc808\ud55c \ub370\uc774\ud130&#8221;\uc640 &#8220;\ud074\ub77c\uc6b0\ub4dc\uc758 \uac00\ubcc0 \ube44\uc6a9 \ubaa8\ub378 \ud65c\uc6a9&#8221;\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc2e4\ud604\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>Grafana \ub300\uc2dc\ubcf4\ub4dc\ub97c \ud1b5\ud574 \uc6b0\ub9ac\ub294 \uc2e4\uc2dc\uac04\uc73c\ub85c \ube44\uc6a9 \ud604\ud669\uc744 \uc2dc\uac01\uc801\uc73c\ub85c \ud30c\uc545\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ube44\uc6a9 \ud2b8\ub80c\ub4dc\ub97c \uc989\uac01\uc801\uc73c\ub85c \uc778\uc2dd\ud558\uace0 \ub300\uc751\ud560 \uc218 \uc788\uac8c \ud574\uc8fc\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc758 \uad6c\ud604\uc740 \ub2e8\uc21c\ud788 \ube44\uc6a9 \uc808\uac10\uc744 \ub118\uc5b4 \ud074\ub77c\uc6b0\ub4dc \ub9ac\uc18c\uc2a4\uc758 \ud6a8\uc728\uc801 \ud65c\uc6a9\uacfc \ube44\uc988\ub2c8\uc2a4 \uac00\uce58 \ucd5c\uc801\ud654\ub77c\ub294 FinOps\uc758 \uad81\uadf9\uc801 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\uad00\ub9ac\ub294 \ub2e8\uc21c\ud788 \ub3c4\uad6c\ub098 \uc2dc\uc2a4\ud15c\uc758 \ubb38\uc81c\uac00 \uc544\ub2c8\ub77c \uc870\uc9c1 \ubb38\ud654\uc758 \ubb38\uc81c\uc784\uc744 \uac15\uc870\ud558\uace0 \uc2f6\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud574 \uc5bb\uc740 \uc778\uc0ac\uc774\ud2b8\ub97c \ud300 \uc804\uccb4\uac00 \uacf5\uc720\ud558\uace0 \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uc744 \uc704\ud574 \ub178\ub825\ud558\ub294 \ubb38\ud654\ub97c \ub9cc\ub4e4\uc5b4 \ub098\uac00\ub294 \uac83\uc774 \uc9c4\uc815\ud55c FinOps\uc758 \uc2e4\ud604\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uae34 \uae00 \uc77d\uc5b4\uc8fc\uc154\uc11c \uac10\uc0ac\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"773\" height=\"133\" src=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2021\/08\/12204137\/Ncloud_Master_logo.png\" alt=\"\" class=\"wp-image-1229\" srcset=\"https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2021\/08\/12204137\/Ncloud_Master_logo.png 773w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2021\/08\/12204137\/Ncloud_Master_logo-300x52.png 300w, https:\/\/cdn.manvscloud.com\/wp-content\/uploads\/2021\/08\/12204137\/Ncloud_Master_logo-768x132.png 768w\" sizes=\"(max-width: 773px) 100vw, 773px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\uc548\ub155\ud558\uc138\uc694. 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