{"id":11289,"date":"2021-07-01T01:40:27","date_gmt":"2021-07-01T08:40:27","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=11289"},"modified":"2024-08-30T02:57:33","modified_gmt":"2024-08-30T09:57:33","slug":"real-time-data-analytics-operational-data","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/real-time-data-analytics-operational-data\/","title":{"rendered":"\uc6b4\uc601 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><strong>\uc624\ub298\ub0a0\uc758 \uc870\uc9c1\uc740 \ubc29\ub300\ud55c \uaddc\ubaa8\uc758 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/strong> \ubc0f \ubcfc\ub968.<\/p>\n<p>\ud074\ub77c\uc6b0\ub4dc\uc758 \uc11c\ubc84, \ub370\uc774\ud130 \uc13c\ud130, \uc5e3\uc9c0 \ub514\ubc14\uc774\uc2a4\uc5d0\uc11c \uc2e4\ud589\ub418\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ubaa8\ub450 \uadf8 \uc5b4\ub290 \ub54c\ubcf4\ub2e4 \ub354 \ub9ce\uc740 \ub370\uc774\ud130 \uc18c\uc2a4\uc5d0\uc11c \ub354 \ub9ce\uc740 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc131\uc7a5\uc5d0 \ub530\ub77c \uae30\uc5c5\ub4e4\uc740 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc6b4\uc601 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\uc5ec \ube44\uc988\ub2c8\uc2a4 \uc778\uc0ac\uc774\ud2b8\ub97c \uc218\uc9d1\ud558\uae30 \uc704\ud574 \ub04a\uc784\uc5c6\uc774 \uace0\ubbfc\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc548\ud0c0\uae5d\uac8c\ub3c4 \uae30\uc874\uc758 \ubd84\uc11d \uc811\uadfc \ubc29\uc2dd\uc740 \uc6b4\uc601 \ub370\uc774\ud130\ub97c \uc5ec\ub7ec \uc774\uc9c8\uc801\uc778 \uc2dc\uc2a4\ud15c\uc5d0 \ubd84\uc0b0\uc2dc\ud0b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \ub370\uc774\ud130 \uad6c\uc870\uac00 \ub2e4\uc591\ud558\uace0 \uc11c\ub85c \ub2e4\ub978 \ud2b8\ub79c\uc7ad\uc158 \ud2b9\uc131\uc744 \ub098\ud0c0\ub0b4\ubbc0\ub85c \ucd5c\uc885 \uc0ac\uc6a9\uc790\uac00 \ubd84\uc11d\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uc6b4\uc601(\ud2b8\ub79c\uc7ad\uc158) \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ud56d\uc0c1 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ube44\ud45c\uc900 \ub370\uc774\ud130 \ubd84\uc11d \ud30c\uc774\ud504\ub77c\uc778\uacfc \uc544\ud0a4\ud14d\ucc98\ub97c \ub9cc\ub4e4\uc5b4 \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc870\uc9c1\uc740 \ud300 \uac04\uc5d0 \uacf5\uc720\ub418\uc9c0 \uc54a\ub294 \ud504\ub85c\uc138\uc2a4\uc640 \uc2dc\uc2a4\ud15c\uc744 \ucc98\ub9ac\ud574\uc57c \ud558\ub294 \uc0c1\ud669\uc5d0 \uc9c1\uba74\ud558\uac8c \ub429\ub2c8\ub2e4. \uc774\ub294 \ubb38\uc81c\ub97c \uc545\ud654\uc2dc\ud0a4\uace0 \uad81\uadf9\uc801\uc73c\ub85c \uad00\ub9ac \ube44\uc6a9 \uc99d\uac00, \ub370\uc774\ud130 \uc720\ucd9c \ubc0f \uac70\ubc84\ub10c\uc2a4 \uc7a5\uc560\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n<p>\ub370\uc774\ud130 \ubc0f <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/transactions\/\">\uac70\ub798<\/a> \ucd5c\uc2e0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ub4f1\uc7a5\ud568\uc5d0 \ub530\ub77c \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ub354\uc6b1 \ud48d\ubd80\ud558\uac8c \ub9cc\ub4e4\uc5b4\uc57c \ud560 \ud544\uc694\uc131\uc774 \ucee4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. <strong>\uc608\ub97c \ub4e4\uc5b4, \uc774\uc81c \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ucc98\ub9ac\ud558\uba74\uc11c \uc6b4\uc601 \ubc0f \ubd84\uc11d \uc6cc\ud06c\ub85c\ub4dc\ub97c \ud568\uaed8 \uc5ee\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/strong> \uae30\uc5c5\uc740 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc744 \ub354 \uc798 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uac15\ub825\ud55c \ub370\uc774\ud130 \uc81c\ud488\uc744 \uc81c\uacf5\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \ub9c8\ucc2c\uac00\uc9c0\ub85c \uac1c\ubc1c\uc790\ub294 \ub9c9\ub300\ud55c \uc778\ud504\ub77c \ube44\uc6a9\uc744 \ub4e4\uc774\uc9c0 \uc54a\uace0\ub3c4 \uc190\uc27d\uac8c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uae30\ub97c \uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<div id=\"attachment_11290\" style=\"width: 778px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/06\/data-pipelines-oltp-olap.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-11290\" class=\"size-medium_large wp-image-11290\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/06\/data-pipelines-oltp-olap-768x223.png\" alt=\"Traditional data pipelines use OLTP and OLAP systems interlinked by ETL processes.\" width=\"768\" height=\"223\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/06\/data-pipelines-oltp-olap-768x223.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/06\/data-pipelines-oltp-olap-300x87.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/06\/data-pipelines-oltp-olap-1024x297.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/06\/data-pipelines-oltp-olap-1536x446.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/06\/data-pipelines-oltp-olap-20x6.png 20w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/06\/data-pipelines-oltp-olap-1320x383.png 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/06\/data-pipelines-oltp-olap.png 1570w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><p id=\"caption-attachment-11290\" class=\"wp-caption-text\">\uae30\uc874\uc758 \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778\uc740 ETL \ud504\ub85c\uc138\uc2a4\uc5d0 \uc758\ud574 \uc0c1\ud638 \uc5f0\uacb0\ub41c OLTP \ubc0f OLAP \uc2dc\uc2a4\ud15c\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p><\/div>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"><\/div>\n<h2>JSON \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud1b5\ud55c \uc2b9\ub9ac...\ud558\uc9c0\ub9cc \uc7a0\uae50!<\/h2>\n<p>\ucd5c\uc2e0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c JSON\uc740 \ub2e4\uc74c \uc0ac\ud56d\uc5d0 \ub300\ud55c \uc0ac\uc2e4\uc0c1\uc758 \ud45c\uc900\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/json-database\/?ref=blog\" target=\"_blank\" rel=\"noopener\">\uc2a4\ud0a4\ub9c8 \uc720\uc5f0\uc131\uc774 \ud544\uc694\ud55c \ub370\uc774\ud130 \uc800\uc7a5<\/a>.<\/p>\n<p>JSON \ud615\uc2dd\uc73c\ub85c \uc800\uc7a5\ub41c \ub370\uc774\ud130\ub97c \ud655\uc7a5\ud558\ub294 \uac83\uc740 \ube44\uad50\uc801 \uac04\ub2e8\ud558\ubbc0\ub85c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ube60\ub974\uac8c \ubc1c\uc804\uc2dc\ud0a4\uace0 \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ub370\uc774\ud130 \ubd84\uc11d \ud658\uacbd\uc758 \uae30\uc874 \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ucc98\uc640 \ub3c4\uad6c\ub294 \ub610 \ub2e4\ub978 \uc81c\uc57d\uc774 \uc788\uc2b5\ub2c8\ub2e4: \ubc14\ub85c <strong>\ud2b8\ub79c\uc7ad\uc158(OLTP) \ubc0f \ubd84\uc11d(OLAP) \uc6cc\ud06c\ub85c\ub4dc \ubd84\ub9ac<\/strong>. \uadf8\ub7ec\uba74 \ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c\ub294 \uae30\ubcf8 \uc2a4\ud0a4\ub9c8\uac00 \ubcc0\uacbd\ub420 \ub54c \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778\uc774 \uc218\uc815\ub420 \ub54c\uae4c\uc9c0 \uae30\ub2e4\ub824\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\ucd94\ucd9c-\ubcc0\ud658-\uc801\uc7ac(ETL) \ud504\ub85c\uc138\uc2a4\ub294 \ud544\uc694\ud560 \ub54c \ucd94\uac00 \ubd84\uc11d \ucc98\ub9ac\ub97c \uc704\ud574 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \ub370\ub9cc \ub9ce\uc740 \ube44\uc6a9\uc774 \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub2e4\ub2e8\uacc4 \uc811\uadfc \ubc29\uc2dd\uc740 \ubcc4\ub3c4\uc758 \uc2dc\uc2a4\ud15c\uc744 \uc0ac\uc6a9\ud574\uc57c \ud558\ub294 \ubcf5\uc7a1\uc131\uc73c\ub85c \uc778\ud574 \ub370\uc774\ud130 \uad00\ub9ac\ub97c \uc5b4\ub835\uac8c \ub9cc\ub4ed\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c OLTP\uc640 OLAP \uc2dc\uc2a4\ud15c \uac04\uc758 \ub0b4\uc7ac\ub41c \uc9c0\uc5f0\uc73c\ub85c \uc778\ud574 \uc758\uc0ac \uacb0\uc815\uc774 \ub290\ub824\uc9c0\uace0 \ubbfc\ucca9\ud55c \ube44\uc988\ub2c8\uc2a4\uc5d0 \uc7a5\uc560\ub97c \ucd08\ub798\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub2f9\uc5f0\ud788 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub294 \uace0\uae09 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uacb0\uacfc\ubb3c\uc744 \uac1c\uc120\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774\ub294 \ucd94\uc138\ub97c \ud30c\uc545\ud558\ub294 \ub2a5\ub825\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\uba70, \ub2e4\uc74c\uacfc \uac19\uc740 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/machine-learning-predictions-couchbase-lite-predictive-query\/?ref=blog\" target=\"_blank\" rel=\"noopener\">\uba38\uc2e0 \ub7ec\ub2dd \uc801\uc6a9<\/a>\ub97c \uc0ac\uc6a9\ud558\uac70\ub098 \ub2e4\ub978 \uc885\ub958\uc758 \uaddc\ubc94\uc801 \ubd84\uc11d\uc744 \uc801\uc2dc\uc5d0 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ubd84\uc11d: \uac04\uc18c\ud654\ub41c \ub370\uc774\ud130 \ubd84\uc11d, \ucc98\ub9ac \ubc0f \uad00\ub9ac<\/h2>\n<p>\uc758 \uc2dc\ub300\ub85c \uc9c4\uc785 <strong>\ud558\uc774\ube0c\ub9ac\ub4dc \ubd84\uc11d<\/strong> \uc640 \ud568\uaed8 <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/analytics\/?ref=blog\" target=\"_blank\" rel=\"noopener\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4<\/a>.<\/p>\n<p>\uc6b0\ub9ac\ub294 \uace0\uac1d\uc774 \uc2b9\ub9ac\ud558\uace0 \ud2b8\ub79c\uc7ad\uc158\uc758 \uc18d\ub3c4\ub85c \ubd84\uc11d\uc774 \uac00\ub2a5\ud55c \uc138\uc0c1\uc744 \ub2e4\uc2dc \uc0c1\uc0c1\ud558\ub824\uace0 \ub178\ub825\ud588\uc2b5\ub2c8\ub2e4. ETL \ud504\ub85c\uc138\uc2a4\uac00 \uc874\uc7ac\ud558\uc9c0 \uc54a\uace0 \ub2e8\uc77c \ud558\uc774\ube0c\ub9ac\ub4dc \uc2dc\uc2a4\ud15c\uc774 \ud2b8\ub79c\uc7ad\uc158 \uc6cc\ud06c\ub85c\ub4dc\uc640 \ubd84\uc11d \uc6cc\ud06c\ub85c\ub4dc \uc0ac\uc774\uc758 \ubcbd\uc744 \ud5c8\ubb34\ub294 \uc138\uc0c1\uc785\ub2c8\ub2e4.<\/p>\n<p>Couchbase \uc560\ub110\ub9ac\ud2f1\uc2a4\uc758 \ud575\uc2ec\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <em>\ub370\uc774\ud130 \uc774\ub3d9 \ubc29\uc9c0<\/em> \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\uc5d0 \uc27d\uac8c \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4\ub294 \ub610\ud55c \ub2e4\uc74c\uacfc \uac19\uc740 \uc2dc\uc2a4\ud15c \uc678\uc5d0\ub3c4 \ub2e4\ub978 \uc2dc\uc2a4\ud15c\uc758 \uc815\ubcf4\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4. <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/capella\/\" target=\"_blank\" rel=\"noopener\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4<\/a> \ud074\ub7ec\uc2a4\ud130. \uc774\ub7ec\ud55c \ud601\uc2e0\uc744 \ud1b5\ud574 \uace0\uac1d \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\uace0 \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\ub97c \ub354 \uc798 \uc774\ud574\ud558\uc5ec \ub370\uc774\ud130\uc5d0 \uae30\ubc18\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc81c \uac1c\ubc1c\uc790\ub294 \ub300\ub7c9 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \ubcd1\ub82c \ucffc\ub9ac \ucc98\ub9ac \uc5d4\uc9c4\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub300\uaddc\ubaa8 \uc870\uc778, \uc9d1\uacc4, \uadf8\ub8f9\ud654 \ub4f1 \ubcf5\uc7a1\ud55c \uc560\ub4dc\ud639 \ubd84\uc11d \uc694\uccad\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<div id=\"attachment_11291\" style=\"width: 778px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/06\/analytics-modern-insights.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-11291\" class=\"size-medium_large wp-image-11291\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/06\/analytics-modern-insights-768x372.png\" alt=\"Couchbase Analytics powering modern insight-driven applications\" width=\"768\" height=\"372\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/06\/analytics-modern-insights-768x372.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/06\/analytics-modern-insights-300x145.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/06\/analytics-modern-insights-1024x496.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/06\/analytics-modern-insights-20x10.png 20w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/06\/analytics-modern-insights-1320x639.png 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/06\/analytics-modern-insights.png 1477w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/a><p id=\"caption-attachment-11291\" class=\"wp-caption-text\">\ucd5c\uc2e0 \uc778\uc0ac\uc774\ud2b8 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc9c0\uc6d0\ud558\ub294 Couchbase Analytics.<\/p><\/div>\n<div class=\"wp-block-spacer\" style=\"height: 15px;\" aria-hidden=\"true\"><\/div>\n<h2>\uacbd\uc7c1 \uc6b0\uc704\ub97c \uc704\ud55c \ube44\uc988\ub2c8\uc2a4 \uc758\uc0ac \uacb0\uc815\uc5d0 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc138\uc694.<\/h2>\n<p>\uc774\uc81c \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc778\uc0ac\uc774\ud2b8 \ub3c4\ucd9c \uc2dc\uac04\uc744 \ub2e8\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubc88\uac70\ub85c\uc6b4 ETL\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc73c\ubbc0\ub85c \uace0\uac1d\uc744 \ub354 \uc798 \uc774\ud574\ud558\uae30 \uc704\ud574 \ub354 \ub9ce\uc740 \uc2e4\ud5d8\uc744 \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c ETL \uacc4\uce35\uc774 \uc5c6\ub294 \ud2b8\ub79c\uc7ad\uc158\uacfc \ubd84\uc11d \uc2dc\uc2a4\ud15c \uac04\uc758 \ud53c\ub4dc\ubc31 \ub8e8\ud504\uac00 \ub354 \uc9e7\uc544\uc9d1\ub2c8\ub2e4.<\/p>\n<p>\ubd84\uc11d \uc9d1\uacc4\uc5d0\uc11c \ub4dc\ub9b4\ub2e4\uc6b4\ud558\uba74 \ud56d\uc0c1 \uc0c8\ub85c\uc6b4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub370\uc774\ud130\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4. \uadf8 \uacb0\uacfc, \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uad00\ub9ac\uc790\ub294 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc2a4\ud504\ub864\uc744 \ubc29\uc9c0\ud558\uace0 \ub354 \uc774\uc0c1 \ubcc4\ub3c4\uc758 \ubd84\uc11d \uc2dc\uc2a4\ud15c\uc744 \uad00\ub9ac\ud558\uc9c0 \uc54a\uc544\ub3c4 \ub429\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c Couchbase Analytics\ub294 JSON \ub370\uc774\ud130\ub97c \uc27d\uac8c \ud0d0\uc0c9\ud558\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \ud48d\ubd80\ud55c SQL\uacfc \uc720\uc0ac\ud55c \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ucffc\ub9ac \uc5b8\uc5b4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. (<a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/n1ql\/?ref=blog\" target=\"_blank\" rel=\"noopener\">\uc5ec\uae30\uc5d0\uc11c N1QL\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a>.)<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ub2e8\uc77c \ud558\uc774\ube0c\ub9ac\ub4dc \uc2dc\uc2a4\ud15c\uc740 \uc778\ud504\ub77c\ub97c \ub35c \uc18c\ube44\ud558\uace0 \ub370\uc774\ud130 \ubcf5\uc0ac\ubcf8\uc774 \ub354 \uc801\uac8c \ud544\uc694\ud558\ubbc0\ub85c \ube44\uc6a9\uc774 \ub354 \uc800\ub834\ud569\ub2c8\ub2e4. <strong>\ucd1d \uc18c\uc720 \ube44\uc6a9 \uc808\uac10<\/strong>. \uc6b4\uc601 \ucffc\ub9ac\uc640 \ubd84\uc11d \uc6cc\ud06c\ub85c\ub4dc \uac04\uc5d0 \uc6cc\ud06c\ub85c\ub4dc\ub97c \ubd84\ub9ac\ud558\uba74 \ud2b8\ub79c\uc7ad\uc158 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \uc904 \uc704\ud5d8 \uc5c6\uc774 \ub9ac\uc18c\uc2a4 \ud65c\uc6a9\uc774 \ub354 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. (\uc774 \uc2dc\ub9ac\uc988\uc758 \ub2e4\uc74c \ud3ec\uc2a4\ud305\uc5d0\uc11c \uc6cc\ud06c\ub85c\ub4dc \ubd84\ub9ac\uc758 \uc774\uc810\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.)<\/p>\n<h2>\ud604\ub300 \uae30\uc5c5\uc744 \uc704\ud55c \uc778\uc0ac\uc774\ud2b8 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158<\/h2>\n<p>\uae30\uc5c5\uc5d0\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc5d0\uc11c Couchbase Analytics\ub97c \uc0ac\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>\ud540\ud14c\ud06c\uc640 \ubcf4\ud5d8 \ud68c\uc0ac\ub294 \uac70\ub798, \uc815\ucc45, \ubcf4\ud5d8\uae08 \uccad\uad6c \uc804\ubc18\uc5d0 \uac78\uccd0 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc0ac\uae30\ub97c \uac10\uc9c0\ud558\uace0 \uc704\ud5d8\uc744 \uc810\uc218\ud654\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc804\uc790 \uc0c1\uac70\ub798 \ubc0f B2C \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc138\uc158 \ud65c\ub3d9\uc744 \uae30\ubc18\uc73c\ub85c \uac1c\uc778\ud654\ub41c \ucd94\ucc9c\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<li>\ubaa8\ub4e0 \ubd84\uc57c\uc758 \uae30\uc5c5\uc774 \ub9c8\ucf00\ud305 \ubc0f \uad11\uace0 \ucea0\ud398\uc778\uc744 \ucd5c\uc801\ud654\ud558\uc5ec \uae30\uc874 \ubc30\uce58 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ud754\ud788 \ubc1c\uc0dd\ud558\ub294 \uc9c0\uc5f0\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n<li>IoT \ud50c\ub7ab\ud3fc\uc740 \uc8fc\uae30\uc801\uc778 \uc720\uc9c0 \uad00\ub9ac \ud65c\ub3d9\uc744 \uae30\ub2e4\ub9ac\uc9c0 \uc54a\uace0 \ub514\ubc14\uc774\uc2a4 \ubb38\uc81c\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uac10\uc9c0\ud558\uace0 \ud504\ub85c\uc138\uc2a4\ub97c \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\uc2e4\uc81c\ub85c \ubcf4\uae30<\/h2>\n<p><iframe loading=\"lazy\" title=\"\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4 - \uc65c, \uc5b4\ub5a4, \uc5b4\ub5bb\uac8c\" width=\"900\" height=\"506\" src=\"https:\/\/www.youtube.com\/embed\/6p90CXLZOso?feature=oembed&#038;enablejsapi=1&#038;origin=https:\/\/www.couchbase.com\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<h2>\ub2e4\uc74c \ub2e8\uacc4<\/h2>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/capella\/\" target=\"_blank\" rel=\"noopener\">Couchbase Cloud \ubb34\ub8cc \ud3c9\uac00\ud310 \uc2dc\uc791\ud558\uae30<\/a> - \uc124\uce58\uac00 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc774 \ubc31\uc11c\ub97c \ud1b5\ud574 \uae30\uc220\uc801 \uc138\ubd80 \uc0ac\ud56d\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uc138\uc694: <a href=\"https:\/\/resources.couchbase.com\/c\/server-arc-overview?x=V3nd_e&amp;ref=blog\" target=\"_blank\" rel=\"noopener\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ub0b4\ubd80 \uc0b4\ud3b4\ubcf4\uae30: \uc544\ud0a4\ud14d\ucc98 \uac1c\uc694<\/a>.<\/li>\n<li>\uc0b4\ud3b4\ubcf4\uae30 <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/n1ql\/?ref=blog\" target=\"_blank\" rel=\"noopener\">\ucffc\ub9ac<\/a>, <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/full-text-search\/?ref=blog\" target=\"_blank\" rel=\"noopener\">\uc804\uccb4 \ud14d\uc2a4\ud2b8 \uac80\uc0c9<\/a>, <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/eventing\/?ref=blog\" target=\"_blank\" rel=\"noopener\">\uc774\ubca4\ud2b8<\/a>\ubc0f <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/analytics\/?ref=blog\" target=\"_blank\" rel=\"noopener\">\ubd84\uc11d<\/a> \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li>\ub3d9\uc601\uc0c1 \ubcf4\uae30 <a href=\"https:\/\/www.youtube.com\/watch?v=6p90CXLZOso\"><span class=\"style-scope yt-formatted-string\" dir=\"auto\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4 - \uc65c, \uc5b4\ub5a4, \uc5b4\ub5bb\uac8c<\/span><\/a>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Today&#8217;s organizations generate data at massive scales and volumes. Applications running on servers in the cloud, data centers and edge devices all produce more data, from more data sources, than ever before. With this growth, enterprises constantly grapple with efficiently [&hellip;]<\/p>","protected":false},"author":75185,"featured_media":11333,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[2294,1821,6319,1812],"tags":[9237,9287,2155,1383,9286,1337,2140,2299,2298],"ppma_author":[9163],"class_list":["post-11289","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analytics","category-couchbase-architecture","category-customers","category-n1ql-query","tag-data-analytics","tag-data-management","tag-ecommerce","tag-etl","tag-fintech","tag-iot","tag-machine-learning","tag-olap","tag-oltp"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Harness Real-Time Data Analytics Using Operational 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property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2021-07-01T08:40:27+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-08-30T09:57:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/06\/Real-time-Analytics-on-Operational-Datablogbanner.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1575\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Tyler Mitchell - Senior Product Marketing Manager\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@1tylermitchell\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tyler Mitchell - Senior Product Marketing Manager\" \/>\n\t<meta name=\"twitter:label2\" 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