{"id":16658,"date":"2024-12-12T14:17:40","date_gmt":"2024-12-12T22:17:40","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=16658"},"modified":"2025-08-21T22:16:35","modified_gmt":"2025-08-22T05:16:35","slug":"real-time-analytics-with-capella-columnar-and-confluent","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/real-time-analytics-with-capella-columnar-and-confluent\/","title":{"rendered":"Confluent Cloud \ubc0f Couchbase \ubd84\uc11d\uc73c\ub85c \uc2e4\uc2dc\uac04 \uc778\uc0ac\uc774\ud2b8 \ud655\ubcf4\ud558\uae30"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\uae30\uc5c5\uc740 \uc6b4\uc601 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc2e4\uc2dc\uac04 \uc778\uc0ac\uc774\ud2b8\ub97c \ud1b5\ud574 \uacbd\uc7c1\ub825\uacfc \ub300\uc751\ub825\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4. \uace0\uac1d \uc0c1\ud638 \uc791\uc6a9, IoT \ub514\ubc14\uc774\uc2a4, \uac70\ub798 \ub4f1\uc5d0\uc11c \uc0dd\uc131\ub418\ub294 \uc6b4\uc601 \ub370\uc774\ud130\ub294 \uc77c\uc0c1\uc801\uc778 \uc6b4\uc601\uc758 \uc5ed\ub3d9\uc131\uc744 \uc774\ud574\ud558\uace0 \uadf8\uc5d0 \ub530\ub978 \uc870\uce58\ub97c \ucde8\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\uac00 \ucd94\uac00 \ub370\uc774\ud130 \uc18c\uc2a4\ub85c \ubcf4\uac15\ub418\uba74 \uc778\uc0ac\uc774\ud2b8\ub294 \ub354\uc6b1 \uac15\ub825\ud574\uc9d1\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc5ec\ub7ec \uc18c\uc2a4\uc758 \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ud1b5\ud569\ud558\uace0 \ubd84\uc11d\ud558\ub294 \ub370\ub294 \ubcf5\uc7a1\ud55c ETL \ud504\ub85c\uc138\uc2a4\uac00 \ud544\uc694\ud558\uae30 \ub54c\ubb38\uc5d0 \uc801\uc2dc\uc5d0 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\ub294 \uac83\uc774 \uc9c0\uc5f0\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uace0\uac1d\uc774 \ubcf5\uc7a1\ud558\uace0 \uae4a\uac8c \uc911\ucca9\ub41c JSON \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud574\uc57c \ud558\ub294 \uacbd\uc6b0 \uadf8 \ub09c\uc774\ub3c4\ub294 \ub354\uc6b1 \ub192\uc544\uc838 \uc2dc\uae30\uc801\uc808\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uae30\uac00 \ub354\uc6b1 \uc5b4\ub824\uc6cc\uc9d1\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4\ub85c, <\/span><span style=\"font-weight: 400;\">Couchbase\ub294 JSON \ub124\uc774\ud2f0\ube0c \ubd84\uc11d \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ud1b5\ud574 \ubd84\uc11d \uc138\uacc4\uc5d0 NoSQL\uc758 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><span style=\"font-weight: 400;\"> Couchbase Analytics\ub294 \ub370\uc774\ud130 \ubcc0\ud658\uc744 \ub9ce\uc774 \ud560 \ud544\uc694\uac00 \uc5c6\uc73c\ubbc0\ub85c, \uc77c\ubc18\uc801\uc73c\ub85c \ubd84\uc11d \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uae30 \uc704\ud574 \ud544\uc694\ud55c \uae30\uc874\uc758 \ud3c9\ud0c4\ud654 \ubc0f \uc7ac\uad6c\uc870\ud654 \uc791\uc5c5\uc744 \uac70\uce58\uc9c0 \uc54a\uace0\ub3c4 \uc5ec\ub7ec \uc774\uc9c8\uc801\uc778 \ub370\uc774\ud130 \uc18c\uc2a4(\uc608: Couchbase, MongoDB, PostgreSQL)\uc5d0\uc11c \uc9c1\uc811 JSON \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774 \ube14\ub85c\uadf8\uc5d0\uc11c\ub294 Confluent Cloud\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud0c0\uc0ac \uc18c\uc2a4\uc758 \ub370\uc774\ud130\ub97c Couchbase Analytics\ub85c \uc6d0\ud65c\ud558\uac8c \uc2a4\ud2b8\ub9ac\ubc0d\ud558\ub294 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uace0, \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc5d0 Couchbase\ub97c \uc0ac\uc6a9\ud560 \ub54c\uc758 \uc774\uc810\uc744 \uac15\uc870\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \uc6d0\ubcf8\uc744 Confluent Cloud\uc640 \uc5f0\uacb0\ud558\uae30<\/span><\/h2>\n<p><a href=\"https:\/\/www.confluent.io\/confluent-cloud\/\"><span style=\"font-weight: 400;\">Confluent<\/span><\/a><span style=\"font-weight: 400;\">-\uc544\ud30c\uce58 \uce74\ud504\uce74\uc758 \ucd5c\ucd08 \uc81c\uc791\uc790\uac00 \uad6c\ucd95\ud588\uc2b5\ub2c8\ub2e4.<\/span><span style=\"font-weight: 400;\">\u00ae<\/span><span style=\"font-weight: 400;\">-\ub294 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9ac\ubc0d \ubc0f \uc774\ubca4\ud2b8 \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98\uc758 \uc120\ub450\uc8fc\uc790\ub85c\uc11c \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ub370\uc774\ud130\ub97c \uc5f0\uacb0, \ucc98\ub9ac \ubc0f \uad00\ub9ac\ud558\uae30 \uc704\ud55c \uc774\uc0c1\uc801\uc778 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \uc804\uccb4 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9ac\ubc0d \uc5d0\ucf54\uc2dc\uc2a4\ud15c\uc744 \uc544\uc6b0\ub974\ub294 \uc0ac\uc804 \uad6c\ucd95\ub41c \ucee4\ub125\ud130 \ud3ec\ud2b8\ud3f4\ub9ac\uc624\ub97c \ud1b5\ud574 Confluent Cloud\ub97c \uc0ac\uc6a9\ud558\uba74 \ub2e4\uc591\ud55c \ud0c0\uc0ac \uc18c\uc2a4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc190\uc27d\uac8c \uac00\uc838\uc640 Couchbase Analytics\ub85c \uc9c0\uc18d\uc801\uc73c\ub85c \uc2a4\ud2b8\ub9ac\ubc0d\ud558\ub294 \ub3d9\uc2dc\uc5d0 \ub2e4\uc74c\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.confluent.io\/product\/flink\/\"><span style=\"font-weight: 400;\">Apache Flink\uc6a9 Confluent Cloud<\/span><span style=\"font-weight: 400;\">\u00ae<\/span><\/a><span style=\"font-weight: 400;\"> \ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e4\uc2dc\uac04\uc73c\ub85c \ubcc0\ud658\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\uc65c \ub370\uc774\ud130 \uc218\uc9d1\uc744 \uc704\ud55c Confluent Cloud\uc778\uac00\uc694?<\/span><\/h3>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9ac\ubc0d<\/b><span style=\"font-weight: 400;\">: Confluent Cloud\ub97c \uc0ac\uc6a9\ud558\uba74 IoT, \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \ub370\uc774\ud130\ubca0\uc774\uc2a4, \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4 \ub4f1 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc5d0\uc11c \uc2e4\uc2dc\uac04\uc73c\ub85c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud655\uc7a5\uc131 \ubc0f \uc720\uc5f0\uc131<\/b><span style=\"font-weight: 400;\">: Confluent Cloud\ub97c \uc0ac\uc6a9\ud558\uba74 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc218\uc6a9\ud558\ub3c4\ub85d \ud655\uc7a5\ud558\uace0 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9ac\ubc0d\uc744 \ud655\uc7a5\ud558\uc5ec \ubcf5\uc7a1\ud55c \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uae30\ubcf8 \uc81c\uacf5 \ud1b5\ud569 \uae30\ub2a5<\/b><span style=\"font-weight: 400;\">: Confluent\ub294 \uc218\ubc31 \uac1c\uc758 \ucee4\ub125\ud130\ub97c \uc81c\uacf5\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778 \uc5c6\uc774\ub3c4 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc5d0\uc11c Couchbase Capella\ub85c \uc9c1\uc811 \ub370\uc774\ud130\ub97c \uc27d\uac8c \uc218\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Couchbase \uc560\ub110\ub9ac\ud2f1\uc2a4\ub97c \uc18c\uac1c\ud569\ub2c8\ub2e4: NoSQL Power\ub97c \uc0ac\uc6a9\ud55c \ubd84\uc11d<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Couchbase Analytics\ub294 \uace0\uc18d \ubd84\uc11d \ucffc\ub9ac\uc5d0 \ucd5c\uc801\ud654\ub41c NoSQL \uc720\uc5f0\uc131\uacfc \uceec\ub7fc\ud615 \uc2a4\ud1a0\ub9ac\uc9c0\ub97c \uacb0\ud569\ud558\uc5ec \ubd84\uc11d \ud658\uacbd\uc744 \ud601\uc2e0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc874\uc5d0\ub294 JSON \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub824\uba74 \uad00\uacc4\ud615 \ud615\uc2dd\uc73c\ub85c \ud50c\ub7ab\ud654\ud558\uac70\ub098 \ubcc4\ub3c4\uc758 \ubd84\uc11d \ub370\uc774\ud130 \uc800\uc7a5\uc18c\ub97c \uad6c\ucd95\ud574\uc57c \ud588\ub294\ub370, \uc774\ub294 \uc9c0\uc5f0 \uc2dc\uac04\uc774 \ubc1c\uc0dd\ud558\uace0 \ube44\uc6a9\uc774 \uc99d\uac00\ud558\ub294 \ubc88\uac70\ub85c\uc6b4 \ud504\ub85c\uc138\uc2a4\uc600\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/12\/image1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16659\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/12\/image1-1024x392.png\" alt=\"\" width=\"900\" height=\"345\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/12\/image1-1024x392.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/12\/image1-300x115.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/12\/image1-768x294.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/12\/image1.png 1123w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Capella Analytics\ub294 \uc6b4\uc601 \ub370\uc774\ud130\uc640 \ubd84\uc11d \ub370\uc774\ud130\ub97c \ud558\ub098\uc758 \ud50c\ub7ab\ud3fc\uc5d0 \ud1b5\ud569\ud558\ub294 \ud1b5\ud569 \uc811\uadfc \ubc29\uc2dd\uc73c\ub85c \uc5c5\uacc4\uc758 \ud310\ub3c4\ub97c \ubc14\uafb8\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf5\uc7a1\ud55c \ubcc0\ud658 \uc5c6\uc774 \uae30\ubcf8 JSON \ud615\uc2dd\uc73c\ub85c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ucffc\ub9ac\ud558\uc5ec \ubd84\uc11d \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc744 \uc218 \uc788\ub294 '\uc81c\ub85c ETL'\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Couchbase \ubd84\uc11d\uc73c\ub85c \uc2e4\uc2dc\uac04 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\ub294 \ubc29\ubc95<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>JSON \uce5c\ud654\uc801\uc778 \ubd84\uc11d<\/b><span style=\"font-weight: 400;\">: Couchbase Analytics\ub97c \uc0ac\uc6a9\ud558\uba74 \uad00\uacc4\ud615 \ud14c\uc774\ube14\ub85c \ubcc0\ud658\ud558\uc9c0 \uc54a\uace0\ub3c4 \uc911\ucca9\ub41c \ubb38\uc11c\uc5d0 \ub300\ud55c \ubcf5\uc7a1\ud55c \ucffc\ub9ac\ub97c \uc9c0\uc6d0\ud558\uc5ec JSON \ub370\uc774\ud130\ub97c \uc9c1\uc811 \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud1b5\ud569 \uc6b4\uc601 \ubc0f \ubd84\uc11d \ud50c\ub7ab\ud3fc<\/b><span style=\"font-weight: 400;\">: Capella \ud50c\ub7ab\ud3fc\uc740 \ub450 \uae30\ub2a5\uc744 \uacb0\ud569\ud558\uc5ec ETL\uc758 \ud544\uc694\uc131\uc744 \uc904\uc774\uace0, \uc778\ud504\ub77c \ud655\uc7a5\uc744 \ucd5c\uc18c\ud654\ud558\uba70, \uc778\uc0ac\uc774\ud2b8 \ud655\ubcf4 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc2e4\uc2dc\uac04 \ucffc\ub9ac\uc5d0 \ucd5c\uc801\ud654<\/b><span style=\"font-weight: 400;\">: Couchbase\uc758 \uba54\ubaa8\ub9ac \uc6b0\uc120 \uc544\ud0a4\ud14d\ucc98\uc640 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ubc30\uce58 \ubc0f CDC(\ubcc0\uacbd \ub370\uc774\ud130 \ucea1\ucc98) \uc218\uc9d1 \uae30\ub2a5\uc744 \uac16\ucd98 Couchbase Analytics\ub294 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc5d0 \uc774\uc0c1\uc801\uc774\uba70, \ub370\uc774\ud130\uac00 \uc218\uc9d1\ub418\ub294 \ub300\ub85c \uc778\uc0ac\uc774\ud2b8\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Confluent Cloud\uc640 Couchbase Analytics \ud1b5\ud569\uc758 \uc774\uc810<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Confluent Cloud\uc758 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9ac\ubc0d\uc744 Couchbase Analytics\uc640 \uacb0\ud569\ud558\uba74 \uac15\ub825\ud558\uace0 \uac04\uc18c\ud654\ub41c \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778\uc744 \ub9cc\ub4e4\uc5b4 \uc2e4\ud589 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h4>1. \uac04\uc18c\ud654\ub41c \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778<\/h4>\n<p><span style=\"font-weight: 400;\">\uae30\uc874\uc758 ETL \ud504\ub85c\uc138\uc2a4\ub294 \ub370\uc774\ud130\ub97c \ucd94\ucd9c, \ubcc0\ud658 \ubc0f \ubcc4\ub3c4\uc758 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc73c\ub85c \ub85c\ub4dc\ud574\uc57c \ud558\ubbc0\ub85c \ubcd1\ubaa9 \ud604\uc0c1\uc774 \ubc1c\uc0dd\ud569\ub2c8\ub2e4. Confluent Cloud\uc640 Couchbase Analytics\ub97c \ud568\uaed8 \uc0ac\uc6a9\ud558\uba74 \uae30\uc5c5\uc740 \ubaa8\ub4e0 \uc18c\uc2a4\uc5d0\uc11c \uc6d0\uc2dc JSON \ub370\uc774\ud130\ub97c Capella\ub85c \uc9c1\uc811 \uc218\uc9d1\ud558\uace0 \ucd94\uac00 \ubcc0\ud658 \uc5c6\uc774 \ubd84\uc11d \ucffc\ub9ac\ub97c \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h4>2. \uc6b4\uc601 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc2e4\uc2dc\uac04 \ubd84\uc11d<\/h4>\n<p><span style=\"font-weight: 400;\">\ub370\uc774\ud130\uac00 Couchbase Analytics\uc5d0 \uc785\ub825\ub418\ub294 \uc989\uc2dc \ub370\uc774\ud130\ub97c \ucffc\ub9ac\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ub354 \uc774\uc0c1 \uc57c\uac04 ETL \uc791\uc5c5\uc774\ub098 \uc218\ub3d9 \ubcc0\ud658\uc744 \uae30\ub2e4\ub9ac\uc9c0 \uc54a\uc544\ub3c4 \ub429\ub2c8\ub2e4. \uc6b4\uc601 \ub370\uc774\ud130\uc5d0\uc11c \uc2e4\uc2dc\uac04 \uc778\uc0ac\uc774\ud2b8\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ud2b8\ub80c\ub4dc, \uc774\uc0c1 \uc9d5\ud6c4 \ub610\ub294 \uc774\ubca4\ud2b8\uac00 \ubc1c\uc0dd\ud588\uc744 \ub54c \ub354\uc6b1 \ubbfc\ucca9\ud558\uac8c \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h4>3. Flink\ub97c \uc0ac\uc6a9\ud55c \uc2a4\ud2b8\ub9bc \ucc98\ub9ac<\/h4>\n<p><span style=\"font-weight: 400;\">Confluent\uc758 \uc11c\ubc84\ub9ac\uc2a4 Flink \uc81c\ud488\uc740 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc744 \uc704\ud574 Couchbase\uc758 \uceec\ub7fc\ud615 \uc800\uc7a5\uc18c\uc5d0 \uc800\uc7a5\ud558\uae30 \uc804\uc5d0 MongoDB \ubc0f PostgreSQL\uacfc \uac19\uc740 \uc18c\uc2a4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \uc2a4\ud2b8\ub9bc \ucc98\ub9ac\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \uc2a4\ud2b8\ub9bc \ucc98\ub9ac\uc758 \uc0ac\uc2e4\uc0c1\uc758 \ud45c\uc900\uc778 Flink\ub97c \uc0ac\uc6a9\ud558\uba74 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \uc190\uc27d\uac8c \ud544\ud130\ub9c1, \uc870\uc778, \ubcf4\uac15\ud558\uc5ec \uac00\uc7a5 \uad00\ub828\uc131\uc774 \ub192\uace0 \uc2e4\ud589 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub9cc \ud3ec\ucc29\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uace0\uc131\ub2a5 \uae30\ub2a5\uacfc \ud655\uc7a5\uc131\uc744 \ud1b5\ud574 \uc870\uc9c1\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h4>4. \ube44\uc6a9 \uc808\uac10 \ubc0f \ubcf5\uc7a1\uc131 \uac10\uc18c<\/h4>\n<p><span style=\"font-weight: 400;\">Couchbase Analytics\ub294 \uae30\uc874 Confluent \ud658\uacbd\uacfc \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub429\ub2c8\ub2e4(Bring Your Own Kafka). \uc774\ubbf8 \uae30\uc874 Confluent \ubc30\ud3ec\uac00 \uc788\ub294 \uace0\uac1d\uc740 UI\uc5d0\uc11c \uae30\ubcf8\uc801\uc73c\ub85c \ucf54\ub4dc \uc5c6\uc774 \uc27d\uac8c Analytics\ub97c \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Kafka\ub97c \ucc98\uc74c \uc0ac\uc6a9\ud558\ub294 \uace0\uac1d\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \ud30c\ud2b8\ub108\uc758 \ub3c4\uc6c0\uc744 \ubc1b\uc544 \uc2dc\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Confluent\uc758 \ud074\ub77c\uc6b0\ub4dc \uc2a4\ud2b8\ub9ac\ubc0d \ubc0f \ud504\ub85c\uc138\uc2f1\uacfc \uacb0\ud569\ub41c Couchbase Analytics\ub97c \uc0ac\uc6a9\ud558\uba74 \uace0\uac1d\uc740 \uc2ec\uce35\uc801\uc73c\ub85c \uc911\ucca9\ub41c JSON \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ubcf5\uc7a1\ud55c \ubd84\uc11d \ucffc\ub9ac\ub97c \uc218\uc9d1\ud558\uace0 \uc218\ud589\ud558\ub294 \ub370 \ucd94\uac00\uc801\uc778 ETL \ub3c4\uad6c\uac00 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774\ub97c \ud1b5\ud574 \uc804\uccb4 \ubd84\uc11d \uc2a4\ud0dd\uc744 \uac04\uc18c\ud654\ud558\ub294 \ubcf4\ub2e4 \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \uc194\ub8e8\uc158\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uc0ac\uc6a9 \uc0ac\ub840: \uc5ec\ub7ec \ub370\uc774\ud130 \uc18c\uc2a4\uc5d0\uc11c \uc5bb\uc740 \uc2e4\uc2dc\uac04 \uace0\uac1d \uc778\uc0ac\uc774\ud2b8<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">CRM, \uc6f9\uc0ac\uc774\ud2b8 \ubc0f \ub9e4\uc7a5 \ub0b4 \uc13c\uc11c\uc758 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \uace0\uac1d \ud589\ub3d9\uc744 \ub354 \uc798 \uc774\ud574\ud558\uace0\uc790 \ud558\ub294 \uc18c\ub9e4 \uc870\uc9c1\uc744 \uc0dd\uac01\ud574 \ubcf4\uc138\uc694. \uc870\uc9c1\uc740 Confluent Cloud\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac01 \uc18c\uc2a4\uc758 \ub370\uc774\ud130\ub97c Couchbase Analytics\ub85c \uc2a4\ud2b8\ub9ac\ubc0d\ud558\uc5ec \uace0\uac1d \uc0c1\ud638 \uc791\uc6a9\uc5d0 \ub300\ud55c \ubd84\uc11d\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h4>\uc6cc\ud06c\ud50c\ub85c \uc608\uc2dc<\/h4>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc18c\uc2a4\uc5d0\uc11c \ub370\uc774\ud130 \uc218\uc9d1<\/b><span style=\"font-weight: 400;\">: Confluent Cloud\ub294 CRM, \uc774\ucee4\uba38\uc2a4 \ud50c\ub7ab\ud3fc \ubc0f \ub9e4\uc7a5 \ub0b4 \ub514\ubc14\uc774\uc2a4\uc5d0\uc11c \uc2e4\uc2dc\uac04\uc73c\ub85c \ub370\uc774\ud130\ub97c \uc2a4\ud2b8\ub9ac\ubc0d\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4\uc758 \uc9c1\uc811 \uc800\uc7a5<\/b><span style=\"font-weight: 400;\">: \ub370\uc774\ud130\ub294 \ubcc0\ud658\uc774\ub098 \ud50c\ub7ab\ud654 \uc5c6\uc774 Couchbase Capella\uc5d0 JSON \ubb38\uc11c\ub85c \uc800\uc7a5\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc2e4\uc2dc\uac04 \ucffc\ub9ac \uc2e4\ud589<\/b><span style=\"font-weight: 400;\">: \uc18c\ub9e4\uc5c5\uccb4\ub294 \uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4\ub97c \ud1b5\ud574 \uc774 \ub370\uc774\ud130\ub97c \uae30\ubcf8\uc801\uc73c\ub85c \uc989\uc2dc \ubd84\uc11d\ud558\uac70\ub098 Tableau \ubc0f PowerBI\uc640 \uac19\uc740 BI \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc628\ub77c\uc778 \ubc0f \ub9e4\uc7a5 \ucc44\ub110 \uc804\ubc18\uc5d0\uc11c \uace0\uac1d \ud2b8\ub80c\ub4dc, \ucc38\uc5ec \ud328\ud134, \uc120\ud638\ub3c4\uc5d0 \ub300\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc744 \ud1b5\ud574 \ub9ac\ud14c\uc77c\ub7ec\ub294 \uace0\uac1d \ud589\ub3d9 \ud328\ud134\uc774 \ubc1c\uc0dd\ud558\ub294 \uc989\uc2dc \uc870\uce58\ub97c \ucde8\ud558\uc5ec \ud0c0\uac9f \ud504\ub85c\ubaa8\uc158, \uc7ac\uace0 \ucd5c\uc801\ud654 \ubc0f \ud5a5\uc0c1\ub41c \uace0\uac1d \uacbd\ud5d8\uc744 \uc704\ud55c \uae30\ud68c\ub97c \ucc3d\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Confluent Cloud \ubc0f Couchbase \ubd84\uc11d \uc2dc\uc791\ud558\uae30<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uc870\uc9c1\uc5d0\uc11c \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud560 \uc900\ube44\uac00 \ub418\uc5c8\ub2e4\uba74, Confluent Cloud\uc640 Couchbase Analytics\uc758 \ud1b5\ud569\uc744 \uc2dc\uc791\ud558\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/span><\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Confluent \ud074\ub77c\uc6b0\ub4dc \uc124\uc815<\/b><span style=\"font-weight: 400;\">: Confluent Cloud\ub97c \ud0c0\uc0ac \ub370\uc774\ud130 \uc18c\uc2a4\uc5d0 \uc5f0\uacb0\ud558\uace0 Couchbase Capella\ub85c \uc2a4\ud2b8\ub9ac\ubc0d\uc744 \uad6c\uc131\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4\ub85c \ub370\uc774\ud130 \uc218\uc9d1<\/b><span style=\"font-weight: 400;\">: JSON \ub370\uc774\ud130\ub97c \uae30\ubcf8 \ud615\uc2dd\uc73c\ub85c \uc800\uc7a5\ud558\uace0 \ubd84\uc11d\ud560 \uc900\ube44\uac00 \ub41c Couchbase Analytics\ub85c \uc9c1\uc811 \uc2a4\ud2b8\ub9ac\ubc0d\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubd84\uc11d \ucffc\ub9ac \uc2e4\ud589<\/b><span style=\"font-weight: 400;\">: ETL \ubcc0\ud658 \uc5c6\uc774\ub3c4 \uc2e4\uc2dc\uac04 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uae30 \uc704\ud574 \ub370\uc774\ud130 \ucffc\ub9ac\ub97c \uc2dc\uc791\ud558\uc138\uc694.<\/span><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Confluent Cloud\uc640 Couchbase Analytics\ub97c \ud568\uaed8 \uc0ac\uc6a9\ud558\uba74 \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ucc98\ub97c \uac04\uc18c\ud654\ud558\uc5ec \uc6b4\uc601 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc2e4\uc2dc\uac04 \uc778\uc0ac\uc774\ud2b8\ub97c \uc800\ub834\ud55c \ube44\uc6a9\uc73c\ub85c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uacb0\ub860<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \uae30\ubc18 \uc778\uc0ac\uc774\ud2b8\uac00 \uacbd\uc7c1\ub825\uc744 \uc720\uc9c0\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \uc694\uc18c\ub85c \uc790\ub9ac \uc7a1\uc73c\uba74\uc11c, Couchbase Analytics\ub294 Confluent Cloud\uc640 \uacb0\ud569\ud558\uc5ec \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc744 \uc704\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc81c\ub85c ETL \uae30\ub2a5\uacfc JSON \uce5c\ud654\uc801\uc778 \ubd84\uc11d \uc5d4\uc9c4\uc744 \uac16\ucd98 Couchbase Analytics\ub294 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uac04\uc18c\ud654\ub41c \uc811\uadfc \ubc29\uc2dd\uc744 \uc81c\uacf5\ud558\uc5ec \uae30\uc5c5\uc774 \ub354 \uc801\uc740 \ub9ac\uc18c\uc2a4\ub85c \ub354 \ube60\ub974\uac8c \uc778\uc0ac\uc774\ud2b8\uc5d0 \ub530\ub77c \uc870\uce58\ub97c \ucde8\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uace0\uac1d \ub370\uc774\ud130, IoT \ub370\uc774\ud130 \ub610\ub294 \uae30\ud0c0 \ub370\uc774\ud130 \uc18c\uc2a4\ub85c \uc791\uc5c5\ud558\ub294 \uacbd\uc6b0, \uc774 \ud1b5\ud569\uc740 \ubd84\uc11d \uae30\ub2a5\uc744 \uac15\ud654\ud558\uace0 \ubcf5\uc7a1\uc131\uc744 \uc904\uc774\uba70 \ub354 \uc2a4\ub9c8\ud2b8\ud55c \uc2e4\uc2dc\uac04 \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uc2e4\uc2dc\uac04 \uc778\uc0ac\uc774\ud2b8\ub97c \ud65c\uc6a9\ud560 \uc900\ube44\uac00 \ub418\uc168\ub098\uc694?<\/b><span style=\"font-weight: 400;\"> Confluent Cloud\uc640 Couchbase Analytics\uc758 \ud1b5\ud569\uc744 \uc0b4\ud3b4\ubcf4\uace0 \uc624\ub298\ub0a0 \ub370\uc774\ud130 \uc804\ub7b5\uc744 \uc5b4\ub5bb\uac8c \ud601\uc2e0\ud560 \uc218 \uc788\ub294\uc9c0 \uc54c\uc544\ubcf4\uc138\uc694.<\/span><\/p>\n<p><b>\uc544\uc9c1 Confluent \uace0\uac1d\uc774 \uc544\ub2c8\uc2e0\uac00\uc694? <\/b><span style=\"font-weight: 400;\">\uc2dc\uc791\ud558\uae30 <\/span><a href=\"https:\/\/www.confluent.io\/get-started\/\"><span style=\"font-weight: 400;\">\ucee8\ud50c\ub8e8\uc5b8\ud2b8 \ud074\ub77c\uc6b0\ub4dc \ubb34\ub8cc \ud3c9\uac00\ud310<\/span><\/a><span style=\"font-weight: 400;\"> \uc624\ub298 \uc2e0\uaddc \uac00\uc785\uc790\uc5d0\uac8c\ub294 \uccab 30\uc77c \ub3d9\uc548 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 $400\uc774 \uc81c\uacf5\ub429\ub2c8\ub2e4.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Businesses rely on real-time insights into operational data to stay competitive and responsive. Operational data\u2014generated from customer interactions, IoT devices, transactions, and more\u2014is essential for understanding and acting on the dynamics of day-to-day operations. When this data is enriched with [&hellip;]<\/p>\n","protected":false},"author":81266,"featured_media":16661,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[10129,3917,2242,2294,2225,9921],"tags":[9765,1383,1261],"ppma_author":[9587,10065],"class_list":["post-16658","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-columnar","category-company","category-connectors","category-analytics","category-cloud","category-partners","tag-confluent","tag-etl","tag-json"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Unlocking Real-Time Insights with Confluent Cloud and Couchbase Analytics<\/title>\n<meta name=\"description\" content=\"Couchbase Analytics and Confluent Cloud simplify real-time analytics on JSON data, eliminating ETL complexity for actionable insights\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/real-time-analytics-with-capella-columnar-and-confluent\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Unlocking Real-Time Insights with Confluent Cloud and Couchbase Analytics\" \/>\n<meta property=\"og:description\" content=\"Couchbase Analytics and Confluent Cloud simplify real-time analytics on JSON data, eliminating ETL complexity for actionable insights\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/ko\/real-time-analytics-with-capella-columnar-and-confluent\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" 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