{"id":17200,"date":"2025-06-13T11:32:11","date_gmt":"2025-06-13T18:32:11","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=17200"},"modified":"2025-09-16T00:23:15","modified_gmt":"2025-09-16T07:23:15","slug":"what-is-real-time-data","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/what-is-real-time-data\/","title":{"rendered":"\uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub780 \ubb34\uc5c7\uc778\uac00\uc694? \uc720\ud615, \uc774\uc810 \ubc0f \uc81c\ud55c \uc0ac\ud56d"},"content":{"rendered":"<h2>\uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub780 \ubb34\uc5c7\uc744 \uc758\ubbf8\ud558\ub098\uc694?<\/h2>\n<p><a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/couchbase-capella-columnar\/\">\uc2e4\uc2dc\uac04 \ub370\uc774\ud130<\/a> \ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc0dd\uc131 \ud6c4 \ubc00\ub9ac\ucd08 \ub610\ub294 \ucd08 \uc774\ub0b4\uc5d0 \ucd5c\uc18c\ud55c\uc758 \uc9c0\uc5f0 \uc2dc\uac04\uc73c\ub85c \ucc98\ub9ac\ub418\uc5b4 \uc81c\uacf5\ub418\ub294 \ub370\uc774\ud130\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc2dc\uc2a4\ud15c\uc740 \uc77c\uad04 \ucc98\ub9ac\ub098 \uc608\uc57d\ub41c \uc5c5\ub370\uc774\ud2b8\uc5d0 \uc758\uc874\ud558\uc9c0 \uc54a\uace0 \uc774\ubca4\ud2b8\uac00 \ubc1c\uc0dd\ud558\ub294 \uc989\uc2dc \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2e4\uc2dc\uac04 \uc2dc\uc2a4\ud15c\uc740 \ucc98\ub9ac\ub7c9, \ub0b4\uacb0\ud568\uc131, \uc77c\uad00\uc131\uc744 \uc6b0\uc120\uc2dc\ud558\ub294 \ub3d9\uc2dc\uc5d0 \uc5d4\ub4dc\ud22c\uc5d4\ub4dc \uc9c0\uc5f0 \uc2dc\uac04\uc744 \ucd5c\uc18c\ud654\ud569\ub2c8\ub2e4. \uc0ac\uae30 \ud0d0\uc9c0, \uc774\uc0c1 \uc9d5\ud6c4 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uac19\uc774 \uc989\uac01\uc801\uc778 \ud53c\ub4dc\ubc31 \ub8e8\ud504\uac00 \ud544\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4, <a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/use-cases\/smart-personalization\/\">\uac1c\uc778\ud654 \uc5d4\uc9c4<\/a>\ubc0f \uc6b4\uc601 \ub300\uc2dc\ubcf4\ub4dc.<\/p>\n<p>\uc2e4\uc2dc\uac04 \ub370\uc774\ud130\uc758 \uc720\ud615, \ucd94\uac00 \uc0ac\uc6a9 \uc0ac\ub840, \uc774\uc810, \uc81c\ud55c \uc0ac\ud56d \ubc0f \uc2e4\uc2dc\uac04 \ubd84\uc11d \ub3c4\uad6c\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 \uacc4\uc18d \uc77d\uc5b4\ubcf4\uc138\uc694.<\/p>\n<h2>\uc77c\uad04 \ucc98\ub9ac\uc640 \uc2e4\uc2dc\uac04 \ucc98\ub9ac \ube44\uad50<\/h2>\n<p><a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/batch-processing\/\">\uc77c\uad04 \ucc98\ub9ac<\/a> \uc640 \uc2e4\uc2dc\uac04 \ucc98\ub9ac\ub294 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \ub450 \uac00\uc9c0 \uc77c\ubc18\uc801\uc778 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc77c\uad04 \ucc98\ub9ac\ub294 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc77c\uc815\ud55c \uac04\uaca9\uc73c\ub85c \ucc98\ub9ac\ud558\ubbc0\ub85c \ubd84\uc11d \ubc0f \ubcf4\uace0\uc640 \uac19\uc740 \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. \ubc18\uba74 \uc2e4\uc2dc\uac04 \ucc98\ub9ac\ub294 \ub370\uc774\ud130\uac00 \uc0dd\uc131\ub418\ub294 \uc989\uc2dc \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ubd84\uc11d\ud558\uc5ec \uc989\uac01\uc801\uc778 \uc778\uc0ac\uc774\ud2b8\uc640 \uc870\uce58\ub97c \ucde8\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uac01 \uc811\uadfc \ubc29\uc2dd\uc5d0\ub294 \uc9c0\uc5f0 \uc2dc\uac04, \ubcf5\uc7a1\uc131 \ubc0f \ub9ac\uc18c\uc2a4 \uc694\uad6c \uc0ac\ud56d\uc758 \uc7a5\ub2e8\uc810\uc774 \uc788\uc73c\uba70, \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \uc62c\ubc14\ub978 \uc120\ud0dd\uc774 \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc74c\uc740 \ub098\ub780\ud788 \ube44\uad50\ud55c \uac83\uc785\ub2c8\ub2e4:<\/p>\n<table>\n<tbody>\n<tr>\n<td>\n<p><b>\uce74\ud14c\uace0\ub9ac<\/b><\/p>\n<\/td>\n<td>\n<p><b>\uc77c\uad04 \ucc98\ub9ac<\/b><\/p>\n<\/td>\n<td>\n<p><b>\uc2e4\uc2dc\uac04 \ucc98\ub9ac<\/b><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\ub370\uc774\ud130 \ucc98\ub9ac<\/p>\n<\/td>\n<td>\n<p>\ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ud55c \ubc88\uc5d0 \ucc98\ub9ac<\/p>\n<\/td>\n<td>\n<p>\ub370\uc774\ud130\uac00 \ub3c4\ucc29\ud558\ub294 \ub300\ub85c \uc9c0\uc18d\uc801\uc73c\ub85c \ucc98\ub9ac<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\uc9c0\uc5f0 \uc2dc\uac04<\/p>\n<\/td>\n<td>\n<p>\ub192\uc740 \uc9c0\uc5f0 \uc2dc\uac04, \uc608\uc815\ub41c \uc2dc\uac04\uc5d0 \uacb0\uacfc \uc81c\uacf5<\/p>\n<\/td>\n<td>\n<p>\uc9e7\uc740 \uc9c0\uc5f0 \uc2dc\uac04, \uc2e4\uc2dc\uac04\uc73c\ub85c \uc81c\uacf5\ub418\ub294 \uacb0\uacfc<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\uc0ac\uc6a9 \uc0ac\ub840<\/p>\n<\/td>\n<td>\n<p>\ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc9d5, \uc815\uae30 \ubcf4\uace0 \ubc0f \ub300\uaddc\ubaa8 ETL \uc791\uc5c5<\/p>\n<\/td>\n<td>\n<p>\uc0ac\uae30 \ud0d0\uc9c0, IoT \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uac1c\uc778\ud654\ub41c \uacbd\ud5d8<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\uae30\uc220<\/p>\n<\/td>\n<td>\n<p>Apache Hadoop, AWS Glue, Spark(\ubc30\uce58 \ubaa8\ub4dc)<\/p>\n<\/td>\n<td>\n<p>\uc544\ud30c\uce58 \uce74\ud504\uce74, \uc544\ud30c\uce58 \ud50c\ub9c1\ud06c, \uce74\uc6b0\uce58\ubca0\uc774\uc2a4<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\ubcf5\uc7a1\uc131<\/p>\n<\/td>\n<td>\n<p>\ub354 \uc26c\uc6b4 \uad6c\ud604 \ubc0f \uad00\ub9ac<\/p>\n<\/td>\n<td>\n<p>\ubcf4\ub2e4 \uc815\uad50\ud55c \uc778\ud504\ub77c\uac00 \ud544\uc694\ud568<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\uc815\ud655\uc131<\/p>\n<\/td>\n<td>\n<p>\uc644\uc804\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub85c \uc778\ud55c \ub192\uc740 \uc815\ud655\ub3c4<\/p>\n<\/td>\n<td>\n<p>\uc644\uc131\ub3c4(\ucd5c\uc885 \uc77c\uad00\uc131)\ubcf4\ub2e4 \uc18d\ub3c4\ub97c \uc6b0\uc120\uc2dc\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\uc2dc\uc2a4\ud15c \ub9ac\uc18c\uc2a4<\/p>\n<\/td>\n<td>\n<p>\ub9ac\uc18c\uc2a4 \uc9d1\uc57d\uc801\uc774\uc9c0\ub9cc \uc0ac\uc6a9\ub7c9\uc774 \uc801\uc740 \uc2dc\uac04\ub300\uc5d0 \uc608\uc57d \uac00\ub2a5<\/p>\n<\/td>\n<td>\n<p>\uc0c1\uc2dc \uac00\ub3d9\ub418\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc778\ud504\ub77c \ud544\uc694<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\ub450 \ucc98\ub9ac \ubaa8\ub378 \ubaa8\ub450 \ucd5c\uc2e0 \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc885\uc885 \ud558\uc774\ube0c\ub9ac\ub4dc \uc811\uadfc \ubc29\uc2dd\uc740 \ubc30\uce58 \uc2dc\uc2a4\ud15c\uacfc \uc2e4\uc2dc\uac04 \uc2dc\uc2a4\ud15c\uc744 \uacb0\ud569\ud558\uc5ec \ubd84\uc11d \uae4a\uc774\uc640 \uc6b4\uc601 \uc751\ub2f5\uc131\uc744 \ubaa8\ub450 \uadf9\ub300\ud654\ud569\ub2c8\ub2e4.<\/p>\n<h2>\uc2e4\uc2dc\uac04 \ub370\uc774\ud130\uc758 \uc720\ud615<\/h2>\n<p>\uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub294 \uc18c\uc2a4, \uc0ac\uc6a9 \uc0ac\ub840, \uc2dc\uc2a4\ud15c \uc544\ud0a4\ud14d\ucc98\uc5d0 \ub530\ub77c \ub2e4\uc591\ud55c \ud615\ud0dc\ub85c \uc81c\uacf5\ub429\ub2c8\ub2e4. \ubaa8\ub4e0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub294 \ucd5c\uc18c\ud55c\uc758 \uc9c0\uc5f0 \uc2dc\uac04\uc73c\ub85c \ucc98\ub9ac\ub418\uc9c0\ub9cc, \uc0dd\uc131 \ubc0f \uc18c\ube44 \ubc29\uc2dd\uc5d0 \ub530\ub77c \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc720\ud615\uc744 \uc774\ud574\ud558\uba74 \ud300\uc5d0\uc11c \uc774\ubca4\ud2b8\uc5d0 \ube60\ub974\uace0 \ud6a8\uacfc\uc801\uc73c\ub85c \ub300\uc751\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \uc124\uacc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">\ub370\uc774\ud130 \uc2a4\ud2b8\ub9ac\ubc0d<\/h3>\n<p style=\"padding-left: 40px\">\uc2a4\ud2b8\ub9ac\ubc0d \ub370\uc774\ud130\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc18c\uc2a4\uc5d0\uc11c \uc0dd\uc131\ub418\ub294 \ub370\uc774\ud130\uc758 \uc9c0\uc18d\uc801\uc778 \ud750\ub984\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. <a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/use-cases\/iot\/\">IoT \ub514\ubc14\uc774\uc2a4<\/a>\uc18c\uc15c \ubbf8\ub514\uc5b4 \ud53c\ub4dc, \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub85c\uadf8 \ub610\ub294 \uc6d0\uaca9 \uce21\uc815 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc218\uc9d1\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130\ub294 \uc8fc\ub85c Apache Kafka \ub610\ub294 MQTT\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc218\uc9d1\ub418\uba70 \ud2b8\ub80c\ub4dc, \uc774\uc0c1 \uc9d5\ud6c4 \ub610\ub294 \uc2dc\uc2a4\ud15c \uc0c1\ud0dc\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">\uc774\ubca4\ud2b8 \ub370\uc774\ud130<\/h3>\n<p style=\"padding-left: 40px\">\uc774\ubca4\ud2b8 \ub370\uc774\ud130\ub294 \uc0ac\uc6a9\uc790 \ud074\ub9ad, \uacb0\uc81c \uac70\ub798 \ub610\ub294 \uc13c\uc11c \uc5c5\ub370\uc774\ud2b8\uc640 \uac19\uc740 \ud2b9\uc815 \uc791\uc5c5\uc5d0 \uc758\ud574 \ud2b8\ub9ac\uac70\ub418\ub294 \uac1c\ubcc4 \uc774\ubca4\ud2b8\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. <a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/eventing\/\">\uc774\ubca4\ud2b8 \uae30\ubc18 \ub370\uc774\ud130<\/a> \ub294 \uc2a4\ud2b8\ub9bc \ucc98\ub9ac\uc758 \ud575\uc2ec\uc774\uba70 \uc0ac\uae30 \ud0d0\uc9c0, \uc54c\ub9bc \uc2dc\uc2a4\ud15c \ubc0f \ud589\ub3d9 \ubd84\uc11d\uc5d0 \uc790\uc8fc \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">\uc2dc\uacc4\uc5f4 \ub370\uc774\ud130<\/h3>\n<p style=\"padding-left: 40px\">\uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\ub294 \uc815\uae30\uc801 \ub610\ub294 \ubd88\uaddc\uce59\ud55c \uac04\uaca9\uc73c\ub85c \uc218\uc9d1\ub41c \ud0c0\uc784\uc2a4\ud0ec\ud504\uac00 \ucc0d\ud78c \uac12\uc73c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uba74 \uc8fc\uac00, \ub0a0\uc528 \uce21\uc815\uac12, \uc11c\ubc84 \uba54\ud2b8\ub9ad \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uacc4\uc5f4 \ub370\uc774\ud130\uc758 \uc2e4\uc2dc\uac04 \ucc98\ub9ac\ub294 \ub300\uc2dc\ubcf4\ub4dc, \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c, \uc608\uce21 \ubaa8\ub378\uc5d0 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130<\/h3>\n<p style=\"padding-left: 40px\">\uc704\uce58 \uc778\uc2dd \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uc9c0\ub9ac\uacf5\uac04 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\uc5d0\ub294 GPS \uc88c\ud45c, \uc774\ub3d9 \ud328\ud134, \uadfc\uc811 \uc774\ubca4\ud2b8\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc790\uc0b0 \ucd94\uc801, \uc9c0\uc624\ud39c\uc2f1, \uc2e4\uc2dc\uac04 \ub0b4\ube44\uac8c\uc774\uc158\uacfc \uac19\uc740 \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">\ud2b8\ub79c\uc7ad\uc158 \ub370\uc774\ud130<\/h3>\n<p style=\"padding-left: 40px\"><a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/transactional-databases\/\">\ud2b8\ub79c\uc7ad\uc158 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130<\/a> \uc77c\uad00\uc131, \uc815\ud655\uc131, \ube44\uc988\ub2c8\uc2a4 \uaddc\uce59 \ub610\ub294 ACID(\uc6d0\uc790\uc131, \uc77c\uad00\uc131, \uaca9\ub9ac, \ub0b4\uad6c\uc131) \ubcf4\uc7a5 \uc900\uc218\ub97c \uc720\uc9c0\ud558\uae30 \uc704\ud574 \uc989\uc2dc \ucc98\ub9ac\ud574\uc57c \ud558\ub294 \uae08\uc735 \uac70\ub798, \uc804\uc790\uc0c1\uac70\ub798 \uacb0\uc81c \ub610\ub294 \uc2dc\uc2a4\ud15c \uc0c1\ud0dc \ubcc0\uacbd\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<hr \/>\n<h2>\uc2e4\uc2dc\uac04 \ubd84\uc11d \uc0ac\uc6a9 \uc0ac\ub840<\/h2>\n<p>\uc2e4\uc2dc\uac04 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc870\uc9c1\uc740 \ub4e4\uc5b4\uc624\ub294 \ub370\uc774\ud130\uc5d0 \uc989\uac01\uc801\uc73c\ub85c \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud300\uc740 \uc77c\uacfc \uc885\ub8cc \ud6c4 \ubcf4\uace0\uc11c\ub098 \uc9c0\uc5f0\ub41c \ub300\uc2dc\ubcf4\ub4dc\ub97c \uae30\ub2e4\ub9b4 \ud544\uc694 \uc5c6\uc774 \uc774\ubca4\ud2b8\uac00 \uc804\uac1c\ub418\ub294 \ub3d9\uc548 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc2e4\uc81c \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\uc758 \uba87 \uac00\uc9c0 \uc608\uc785\ub2c8\ub2e4:<\/p>\n<h3 style=\"font-size:1.4em\">\uc0ac\uae30 \ud0d0\uc9c0<\/h3>\n<p style=\"padding-left: 40px\">\uae08\uc735 \uae30\uad00\uc740 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc744 \ud65c\uc6a9\ud558\uc5ec \ube44\uc815\uc0c1\uc801\uc778 \uad6c\ub9e4 \ud328\ud134\uc774\ub098 \ub85c\uadf8\uc778 \uc774\uc0c1 \ub4f1 \uc758\uc2ec\uc2a4\ub7ec\uc6b4 \ud65c\ub3d9\uc774 \uc788\ub294\uc9c0 \uac70\ub798\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud569\ub2c8\ub2e4. \uc2dc\uc2a4\ud15c\uc774 \ub3c4\ucc29\ud558\ub294 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uc0ac\uae30 \uac00\ub2a5\uc131\uc774 \uc788\ub294 \ud65c\ub3d9\uc774 \ubc1c\uc0dd\ud558\uae30 \uc804\uc5d0 \ud50c\ub798\uadf8\ub97c \uc9c0\uc815\ud558\uace0 \ucc28\ub2e8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">\uac1c\uc778\ud654\ub41c \uace0\uac1d \uacbd\ud5d8<\/h3>\n<p style=\"padding-left: 40px\">\ub9ac\ud14c\uc77c\ub7ec\uc640 \ub514\uc9c0\ud138 \ud50c\ub7ab\ud3fc\uc740 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790\uc758 \uc2e4\uc2dc\uac04 \ud589\ub3d9\uc5d0 \ub530\ub77c \uc0c1\ud488 \ucd94\ucc9c, \ucf58\ud150\uce20, \uc624\ud37c\ub97c \ub9de\ucda4\ud654\ud569\ub2c8\ub2e4. \uc774 <a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/ai-personalization\/\">\ub3d9\uc801 \uac1c\uc778\ud654<\/a> \ucc38\uc5ec\ub3c4, \uc804\ud658\uc728, \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">\uc6b4\uc601 \ubaa8\ub2c8\ud130\ub9c1<\/h3>\n<p style=\"padding-left: 40px\">DevOps \ubc0f IT \ud300\uc740 \uc2e4\uc2dc\uac04 \uba54\ud2b8\ub9ad\uacfc \ub85c\uadf8\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2dc\uc2a4\ud15c \uc0c1\ud0dc\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0, \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uac10\uc9c0\ud558\uace0, \ubb38\uc81c\ub97c \uc989\uc2dc \ud574\uacb0\ud569\ub2c8\ub2e4. \uc2a4\ud2b8\ub9ac\ubc0d \ubd84\uc11d\uc73c\ub85c \uad6c\ub3d9\ub418\ub294 \ub300\uc2dc\ubcf4\ub4dc\ub294 \uac00\ub3d9 \uc2dc\uac04\uc744 \uc720\uc9c0\ud558\uace0 \uc911\ub2e8\uc744 \ubc29\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">\uacf5\uae09\ub9dd \ucd5c\uc801\ud654<\/h3>\n<p style=\"padding-left: 40px\"><a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/use-cases\/manufacturing-and-logistics\/\">\uc81c\uc870\uc5c5\uccb4 \ubc0f \ubb3c\ub958<\/a> \uacf5\uae09\uc5c5\uccb4\ub294 \uc7ac\uace0 \uc218\uc900, \ubc30\uc1a1 \uc0c1\ud0dc, \uc0dd\uc0b0 \ub77c\uc778 \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ucd94\uc801\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc9c0\uc5f0, \uc218\uc694 \ubcc0\ud654 \ub610\ub294 \uc7a5\ube44 \uace0\uc7a5\uc5d0 \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud558\uc5ec \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0 \ud6a8\uc728\uc131\uc744 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">IoT \ubc0f \uc5e3\uc9c0 \uc778\ud154\ub9ac\uc804\uc2a4<\/h3>\n<p style=\"padding-left: 40px\">\uc2a4\ub9c8\ud2b8 \ud648\uc5d0\uc11c \uc0b0\uc5c5\uc6a9 \uc13c\uc11c\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 IoT \ub514\ubc14\uc774\uc2a4\ub294 \uc9c0\uc18d\uc801\uc778 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc0ac\ub78c\uc758 \uac1c\uc785 \uc5c6\uc774\ub3c4 \uc7a5\ube44 \uace0\uc7a5\uc744 \uac10\uc9c0\ud558\uace0, \uc5d0\ub108\uc9c0 \uc0ac\uc6a9\ub7c9\uc744 \uad00\ub9ac\ud558\uace0, \uc5e3\uc9c0\uc5d0\uc11c \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">\uc2dc\uc7a5 \ubd84\uc11d<\/h3>\n<p style=\"padding-left: 40px\">\ud2b8\ub808\uc774\ub354\uc640 \uc560\ub110\ub9ac\uc2a4\ud2b8\ub294 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc2dc\uc7a5 \ubcc0\ub3d9\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0, \uac70\ub798 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0, \uace0\ube48\ub3c4 \ub9e4\ub9e4 \uc804\ub7b5\uc744 \uc2e4\ud589\ud569\ub2c8\ub2e4. \uc2dc\uc7a5 \uc2e0\ud638\uc5d0 \ub300\ud55c \uc989\uac01\uc801\uc778 \uc811\uadfc\uc740 \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h2>\uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\uc758 \uc774\uc810<\/h2>\n<p>\uc2e4\uc2dc\uac04 \ucc98\ub9ac\ub97c \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \uc751\ub2f5\uc131\uc774 \ub6f0\uc5b4\ub09c \ucd5c\uc2e0 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uace0 \uc6b4\uc601\uc744 \uac04\uc18c\ud654\ud558\uba70 \ub9cc\uc871\uc2a4\ub7ec\uc6b4 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uc774\uc810\uc785\ub2c8\ub2e4:<\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><b>\uc989\uac01\uc801\uc778 \uc778\uc0ac\uc774\ud2b8:<\/b> \ub370\uc774\ud130\uac00 \ub3c4\ucc29\ud558\ub294 \uc989\uc2dc \ucc98\ub9ac\ub418\ubbc0\ub85c \uc2dc\uc2a4\ud15c\uc774 \ubcc0\ud654\ud558\ub294 \uc870\uac74\uc774\ub098 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc5d0 \uc989\uac01\uc801\uc73c\ub85c \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\"><b>\ub354 \ub098\uc740 \uc0ac\uc6a9\uc790 \uacbd\ud5d8:<\/b> \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc5d0 \ub3d9\uc801\uc73c\ub85c \uc801\uc751\ud558\uc5ec \ub9de\ucda4\ud615 \ucf58\ud150\uce20, \ucd94\ucc9c \ubc0f \uc5c5\ub370\uc774\ud2b8\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\"><b>\uc6b4\uc601 \ud6a8\uc728\uc131 \ud5a5\uc0c1:<\/b> \ud504\ub85c\uc138\uc2a4\uc5d0 \ub300\ud55c \uc2e4\uc2dc\uac04 \uac00\uc2dc\uc131\uc744 \ud1b5\ud574 \ud300\uc740 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \uac10\uc9c0\ud558\uace0, \ub2e4\uc6b4\ud0c0\uc784\uc744 \uc904\uc774\uace0, \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9\uc744 \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\"><b>\ub354\uc6b1 \uac15\ub825\ud55c \uc774\uc0c1 \uc9d5\ud6c4 \ubc0f \uc0ac\uae30 \ud0d0\uc9c0:<\/b> \uc2e4\uc2dc\uac04 \uba54\ud2b8\ub9ad, \ub85c\uadf8 \ubc0f \uc6d0\uaca9 \ubd84\uc11d\uc744 \ud1b5\ud574 \ud300\uc740 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uac10\uc9c0\ud558\uace0, \uc2dc\uc2a4\ud15c \uc0c1\ud0dc\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uba70, \ubb38\uc81c\uac00 \ud655\ub300\ub418\uae30 \uc804\uc5d0 \uc790\ub3d9\ud654\ub41c \ub300\uc751\uc744 \ud2b8\ub9ac\uac70\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\"><b>\ub354\uc6b1 \uc2e0\uc18d\ud55c \uc790\ub3d9\ud654:<\/b> \uc774\ubca4\ud2b8 \uae30\ubc18 \ud2b8\ub9ac\uac70\ub97c \uc0ac\uc6a9\ud558\uba74 \uc2dc\uc2a4\ud15c\uc774 \uc2e4\uc2dc\uac04 \uc785\ub825\uc5d0 \ub530\ub77c \uc790\ub3d9\uc73c\ub85c \uc791\uc5c5\uc744 \uc2e4\ud589\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uc218\ub3d9 \uac1c\uc785\uc758 \ud544\uc694\uc131\uc774 \uc904\uc5b4\ub4ed\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\"><b>\uacbd\uc7c1 \uc6b0\uc704:<\/b> \ub370\uc774\ud130\uc5d0 \ub354 \ube60\ub974\uac8c \ub300\uc751\ud558\ub294 \uae30\uc5c5\uc740 \ub354 \ub098\uc740 \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9ac\uace0 \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc774\uba70 \uc2dc\uc7a5 \ud2b8\ub80c\ub4dc\uc5d0 \uc55e\uc11c \ub098\uac08 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\uc758 \ud55c\uacc4<\/h2>\n<p>\uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub294 \uc218\ub9ce\uc740 \uc774\uc810\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc, \uc124\uacc4\uc790\uc640 \uac1c\ubc1c\uc790\uac00 \uace0\ub824\ud574\uc57c \ud560 \uc0ac\ud56d\ub3c4 \ubd84\uba85\ud788 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uc2dc\uc2a4\ud15c \ubcf5\uc7a1\uc131 \uc99d\uac00\ubd80\ud130 \uc778\ud504\ub77c \uc694\uad6c \uc0ac\ud56d \uc99d\uac00\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc774\ub7ec\ud55c \ubb38\uc81c\ub294 \ube44\uc6a9, \ud655\uc7a5\uc131, \uad6c\ud604 \uc804\ub7b5\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uacfc\uc81c\uac00 \ubb34\uc5c7\uc778\uc9c0 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><b>\uc778\ud504\ub77c \ubc0f \ucef4\ud4e8\ud305 \ube44\uc6a9 \uc99d\uac00:<\/b> \uc0c1\uc2dc \uac00\ub3d9 \ucc98\ub9ac \ud30c\uc774\ud504\ub77c\uc778\uacfc \uc800\uc9c0\uc5f0 \uc2dc\uc2a4\ud15c\uc744 \uc720\uc9c0\ud558\ub824\uba74 \ub354 \ub9ce\uc740 \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4\uc640 \ud504\ub9ac\ubbf8\uc5c4 \uc778\ud504\ub77c\uac00 \ud544\uc694\ud55c \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\"><b>\uc544\ud0a4\ud14d\ucc98 \ubcf5\uc7a1\uc131 \uc99d\uac00:<\/b> \uc2e4\uc2dc\uac04 \uc2dc\uc2a4\ud15c\uc5d0\ub294 \uc774\ubca4\ud2b8 \uc21c\uc11c \uc9c0\uc815, \ub0b4\uacb0\ud568\uc131, \ubd84\uc0b0\ub41c \ucef4\ud3ec\ub10c\ud2b8 \uac04\uc758 \ub370\uc774\ud130 \uc77c\uad00\uc131 \ub4f1\uc758 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\"><b>\ubd88\uc644\uc804\ud558\uac70\ub098 \uc77c\uad00\ub418\uc9c0 \uc54a\uc740 \ub370\uc774\ud130\uc758 \uac00\ub2a5\uc131:<\/b> \uc2e4\uc2dc\uac04 \uc758\uc0ac \uacb0\uc815\uc740 \uc989\uc11d\uc5d0\uc11c \uc774\ub8e8\uc5b4\uc9c0\ubbc0\ub85c \uc804\uccb4 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\uac00 \uc81c\ud55c\ub418\uc5b4 \ubd84\uc11d\uc758 \uae4a\uc774\ub098 \uc815\ud655\ub3c4\uac00 \ub5a8\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\"><b>\uac1c\ubc1c \ubc0f \uc720\uc9c0 \uad00\ub9ac \ub178\ub825 \uc99d\uac00:<\/b> \uc2e4\uc2dc\uac04 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uace0 \ub514\ubc84\uae45\ud558\ub824\uba74 \uc885\uc885 \uc804\ubb38\ud654\ub41c \ub3c4\uad6c, \ud1b5\ud569 \uac00\uc2dc\uc131 \uacc4\uce35, \ub354 \ub192\uc740 \ud559\uc2b5 \uace1\uc120\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\"><b>\ud655\uc7a5\uc131 \ubcd1\ubaa9 \ud604\uc0c1:<\/b> \uc2dc\uc2a4\ud15c\uc774 \uaddc\ubaa8\uc5d0 \ub9de\uac8c \uc801\uc808\ud558\uac8c \uc124\uacc4\ub418\uc9c0 \uc54a\uc740 \uacbd\uc6b0 \uace0\uc18d \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \ucc98\ub9ac\ud558\ub294 \ub370 \uc131\ub2a5 \uc81c\uc57d\uc774 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\"><b>\uc9c0\uc5f0 \uc2dc\uac04\uc5d0 \ubbfc\uac10\ud55c \uc885\uc18d\uc131:<\/b> \uc2e4\uc2dc\uac04 \ud30c\uc774\ud504\ub77c\uc778\uc740 \ub290\ub9b0 \uc678\ubd80 \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc778\ud574 \uc911\ub2e8\ub418\uc5b4 \ub2e4\uc6b4\uc2a4\ud2b8\ub9bc \ud504\ub85c\uc138\uc2a4\uc758 \uc751\ub2f5\uc131\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc9c0\uc5f0\uc774 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\uc2e4\uc2dc\uac04 \ubd84\uc11d \ub3c4\uad6c<\/h2>\n<p>\uc2e4\uc2dc\uac04 \ubd84\uc11d\uc740 \ub370\uc774\ud130\ub97c \uc218\uc9d1, \ucc98\ub9ac \ubc0f \uc2dc\uac01\ud654\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\ub294 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9ac\ubc0d \ud50c\ub7ab\ud3fc\ubd80\ud130 \ucc98\ub9ac \uc5d4\uc9c4 \ubc0f \uc2dc\uac01\ud654 \ub300\uc2dc\ubcf4\ub4dc\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc5ec\ub7ec \uac00\uc9c0 \ubc94\uc8fc\ub85c \ub098\ub269\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc778\uae30 \uc788\ub294 \ub3c4\uad6c\ub97c \uc720\ud615\ubcc4\ub85c \ubd84\ub958\ud55c \uac83\uc785\ub2c8\ub2e4:<\/p>\n<h3 style=\"font-size:1.4em\">\ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc2a4\ud2b8\ub9ac\ubc0d \ud50c\ub7ab\ud3fc<\/h3>\n<p style=\"padding-left: 40px\"><b>\uc544\ud30c\uce58 \uce74\ud504\uce74<\/b><\/p>\n<p style=\"padding-left: 40px\">\ub300\uaddc\ubaa8 \uc2dc\uc2a4\ud15c \uac04\uc5d0 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \uc804\uc1a1\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ubd84\uc0b0 \uc774\ubca4\ud2b8 \uc2a4\ud2b8\ub9ac\ubc0d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px\"><b>\uc544\ub9c8\uc874 \ud0a4\ub124\uc2dc\uc2a4<\/b><\/p>\n<p style=\"padding-left: 40px\">\ub85c\uadf8, \uc6d0\uaca9 \ubd84\uc11d, \ube44\ub514\uc624 \uc2a4\ud2b8\ub9bc\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc218\uc9d1\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px\"><b>\uc544\ud30c\uce58 \ud384\uc11c<\/b><\/p>\n<p style=\"padding-left: 40px\">\uba40\ud2f0 \ud14c\ub10c\ud2b8 \uc9c0\uc6d0 \ubc0f \uba54\uc2dc\uc9c0 \ub300\uae30\uc5f4\uc774 \ub0b4\uc7a5\ub41c \uace0\uc131\ub2a5 \uac8c\uc2dc-\uad6c\ub3c5 \uba54\uc2dc\uc9d5 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">\uc2a4\ud2b8\ub9bc \ucc98\ub9ac \uc5d4\uc9c4<\/h3>\n<p style=\"padding-left: 40px\"><b>Apache Flink<\/b><\/p>\n<p style=\"padding-left: 40px\">\ubcf5\uc7a1\ud55c \ub85c\uc9c1\uc73c\ub85c \ucc98\ub9ac\ub7c9\uc774 \ub9ce\uace0 \uc9c0\uc5f0 \uc2dc\uac04\uc774 \uc9e7\uc740 \uc774\ubca4\ud2b8 \ucc98\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub41c \uc0c1\ud0dc \uc800\uc7a5 \uc2a4\ud2b8\ub9bc \ucc98\ub9ac \uc5d4\uc9c4\uc785\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px\"><b>\uc544\ud30c\uce58 \uc2a4\ud30c\ud06c \uad6c\uc870\ud654\ub41c \uc2a4\ud2b8\ub9ac\ubc0d<\/b><\/p>\n<p style=\"padding-left: 40px\">\ub9c8\uc774\ud06c\ub85c \ubc30\uce58 \uc544\ud0a4\ud14d\ucc98\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e4\uc2dc\uac04 \uc2a4\ud2b8\ub9bc \ucc98\ub9ac\ub97c \uc9c0\uc6d0\ud558\ub294 Apache Spark\uc758 \ud655\uc7a5\uc785\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px\"><b>ksqlDB<\/b><\/p>\n<p style=\"padding-left: 40px\">\uc120\uc5b8\uc801 \ubc29\uc2dd\uc73c\ub85c \uce74\ud504\uce74 \ud1a0\ud53d\uc758 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c SQL \uae30\ubc18 \uc5d4\uc9c4\uc785\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">\uc6b4\uc601 \ubc0f \ud2b8\ub79c\uc7ad\uc158 \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/h3>\n<p style=\"padding-left: 40px\"><b>\uce74\uc6b0\uce58\ubca0\uc774\uc2a4<\/b><\/p>\n<p style=\"padding-left: 40px\">\ubd84\uc0b0\ud615 NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4 <a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/analytics\/\">\uc2e4\uc2dc\uac04 \ubd84\uc11d \uc9c0\uc6d0<\/a> \ud0a4-\uac12 \uc561\uc138\uc2a4\uc640 SQL++ \ucffc\ub9ac\ub97c \uacb0\ud569\ud55c \ubd84\uc0b0\ud615 ACID \ud2b8\ub79c\uc7ad\uc158\uc785\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px\"><b>Redis<\/b><\/p>\n<p style=\"padding-left: 40px\">\uce90\uc2f1, \uac8c\uc2dc\/\uc11c\ube0c \uba54\uc2dc\uc9d5, \uacbd\ub7c9 \uc2e4\uc2dc\uac04 \ubd84\uc11d \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uc778\uba54\ubaa8\ub9ac \ub370\uc774\ud130 \uc800\uc7a5\uc18c\uc785\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px\"><b>ClickHouse<\/b><\/p>\n<p style=\"padding-left: 40px\">\uc2e4\uc2dc\uac04 \ubcf4\uace0 \ubc0f \ub85c\uadf8 \ubd84\uc11d\uc5d0 \uc790\uc8fc \uc0ac\uc6a9\ub418\ub294 \uace0\uc18d OLAP \ucffc\ub9ac\uc5d0 \ucd5c\uc801\ud654\ub41c \uc5f4 \ud615\uc2dd \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc785\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">\ub370\uc774\ud130 \uc2dc\uac01\ud654 \ubc0f \ub300\uc2dc\ubcf4\ub4dc<\/h3>\n<p style=\"padding-left: 40px\"><b>Grafana<\/b><\/p>\n<p style=\"padding-left: 40px\">\uc720\uc5f0\ud55c \ub300\uc2dc\ubcf4\ub4dc \ub3c4\uad6c\ub85c, Prometheus\ub098 Elasticsearch\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \ubc31\uc5d4\ub4dc\uc758 \uc2e4\uc2dc\uac04 \uba54\ud2b8\ub9ad\uacfc \ub85c\uadf8\ub97c \uc2dc\uac01\ud654\ud558\ub294 \ub370 \uc790\uc8fc \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px\"><b>Tableau<\/b><\/p>\n<p style=\"padding-left: 40px\">\uc2a4\ud2b8\ub9ac\ubc0d \uc18c\uc2a4\uc5d0 \ub300\ud55c \uc2e4\uc2dc\uac04 \uc5f0\uacb0\uc744 \ud1b5\ud574 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc5f0\uacb0\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud55c \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4.<\/p>\n<p style=\"padding-left: 40px\"><b>\uc544\ud30c\uce58 \uc288\ud37c\uc14b<\/b><\/p>\n<p style=\"padding-left: 40px\">\uc2e4\uc2dc\uac04 \ub300\uc2dc\ubcf4\ub4dc\uc640 \ud48d\ubd80\ud55c \uc2dc\uac01\uc801 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 \uc624\ud508 \uc18c\uc2a4 BI \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4.<\/p>\n<h2>\uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778\uc744 \uad6c\ucd95\ud558\ub294 \ubc29\ubc95<\/h2>\n<p>\uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778\uc744 \uad6c\ucd95\ud558\ub824\uba74 \uc9c0\uc5f0 \uc2dc\uac04\uc744 \ucd5c\uc18c\ud654\ud558\uba74\uc11c \ub370\uc774\ud130\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \uc218\uc9d1, \ucc98\ub9ac, \uc804\uc1a1\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \uc124\uacc4\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774 \uc544\ud0a4\ud14d\ucc98\ub294 \uc0ac\uae30 \ud0d0\uc9c0, \uc6b4\uc601 \ubaa8\ub2c8\ud130\ub9c1, \uac1c\uc778\ud654\ub41c \uacbd\ud5d8 \ub610\ub294 \ubcf4\ub2e4 \uc804\ubb38\uc801\uc778 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub4f1 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \ud0c4\ub825\uc801\uc774\uace0 \ud655\uc7a5 \uac00\ub2a5\ud558\uba70 \ub9de\ucda4\ud654\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uad00\ub828\ub41c \ud575\uc2ec \ub2e8\uacc4\uc785\ub2c8\ub2e4:<\/p>\n<h3 style=\"font-size:1.4em\">1. \uc0ac\uc6a9 \uc0ac\ub840 \ubc0f \ub370\uc774\ud130 \uc18c\uc2a4 \uc815\uc758<\/h3>\n<p style=\"padding-left: 40px\">\uba3c\uc800 \uc5b4\ub5a4 \ubb38\uc81c\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ud574\uacb0\ud558\uace0 \uc788\ub294\uc9c0 \ud30c\uc545\ud569\ub2c8\ub2e4(\uc608: \uc2e4\uc2dc\uac04 \uc9c0\ud45c, \uc54c\ub9bc, \uad8c\uc7a5 \uc0ac\ud56d). \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud560 \uc2dc\uc2a4\ud15c, \uc7a5\uce58 \ub610\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158(\uc608: \uc571 \ub85c\uadf8, IoT \uc13c\uc11c, \uc0ac\uc6a9\uc790 \uc0c1\ud638 \uc791\uc6a9)\uc744 \uacb0\uc815\ud569\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">2. \uc2a4\ud2b8\ub9ac\ubc0d \ud50c\ub7ab\ud3fc\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \uc218\uc9d1<\/h3>\n<p style=\"padding-left: 40px\">Apache Kafka, Amazon Kinesis, Apache Pulsar\uc640 \uac19\uc740 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud574 \uc218\uc2e0 \uc774\ubca4\ud2b8\ub97c \uc218\uc9d1\ud558\uace0 \ubc84\ud37c\ub9c1\ud558\uc138\uc694. \uc774\ub7ec\ud55c \ud50c\ub7ab\ud3fc\uc740 \ub370\uc774\ud130 \uc0dd\uc0b0\uc790\uc640 \uc18c\ube44\uc790\ub97c \ubd84\ub9ac\ud558\uc5ec \ud655\uc7a5 \uac00\ub2a5\ud558\uace0 \ub0b4\uacb0\ud568\uc131 \uc788\ub294 \uc218\uc9d1\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">3. \uc774\ub3d9 \uc911\uc778 \ub370\uc774\ud130 \ucc98\ub9ac<\/h3>\n<p style=\"padding-left: 40px\">Apache Flink, Spark Structured Streaming \ub610\ub294 ksqlDB\uc640 \uac19\uc740 \uc2a4\ud2b8\ub9bc \ucc98\ub9ac \ud504\ub808\uc784\uc6cc\ud06c\ub97c \ud65c\uc6a9\ud558\uc5ec \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ud750\ub974\ub294 \ub370\uc774\ud130\ub97c \ubcc0\ud658, \ubcf4\uac15, \ud544\ud130\ub9c1 \ub610\ub294 \uc9d1\uacc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">4. \ube60\ub978 \uc561\uc138\uc2a4 \ub610\ub294 \uae30\ub85d \ucc38\uc870\ub97c \uc704\ud55c \uc800\uc7a5\uc18c<\/h3>\n<p style=\"padding-left: 40px\">\uc131\ub2a5 \uc694\uad6c\uc0ac\ud56d\uc5d0 \ub530\ub77c \ucc98\ub9ac\ub41c \ub370\uc774\ud130\ub97c \uc2a4\ud1a0\ub9ac\uc9c0 \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc804\uc1a1\ud558\uc138\uc694. \uc2e4\uc2dc\uac04 \uc870\ud68c\uc5d0\ub294 Couchbase\uc640 \uac19\uc740 \uc9c0\uc5f0 \uc2dc\uac04\uc774 \uc9e7\uc740 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c, \uae30\ub85d \ubd84\uc11d\uc5d0\ub294 \ub370\uc774\ud130 \ub808\uc774\ud06c \ub610\ub294 \uc6e8\uc5b4\ud558\uc6b0\uc2a4(\uc608: Snowflake)\ub97c \ud65c\uc6a9\ud558\uc138\uc694.<\/p>\n<h3 style=\"font-size:1.4em\">5. \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub610\ub294 \ub300\uc2dc\ubcf4\ub4dc\uc5d0 \ub370\uc774\ud130 \uc81c\uacf5<\/h3>\n<p style=\"padding-left: 40px\">API, \uc774\ubca4\ud2b8 \ubc84\uc2a4 \ub610\ub294 Grafana\ub098 Superset\uacfc \uac19\uc740 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uae30 \ud0d0\uc9c0 \uc2dc\uc2a4\ud15c\uc774\ub098 \uc2e4\uc2dc\uac04 \ub300\uc2dc\ubcf4\ub4dc\uc640 \uac19\uc740 \ub2e4\uc6b4\uc2a4\ud2b8\ub9bc \uc11c\ube44\uc2a4\uc5d0 \ucc98\ub9ac\ub41c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<h3 style=\"font-size:1.4em\">6. \ubaa8\ub2c8\ud130\ub9c1, \ud655\uc7a5 \ubc0f \ucd5c\uc801\ud654<\/h3>\n<p style=\"padding-left: 40px\">\ud1b5\ud569 \uac00\uc2dc\uc131 \ub3c4\uad6c\ub97c \uad6c\ud604\ud558\uc5ec \uc2dc\uc2a4\ud15c \uc0c1\ud0dc, \ucc98\ub9ac\ub7c9, \uc9c0\uc5f0 \uc2dc\uac04\uc744 \ucd94\uc801\ud558\uc138\uc694. \ucc98\ub9ac \ub2e8\uacc4 \uc870\uc815, \ubc30\uc555 \uc870\uc815 \ubc0f <a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/app-scaling\/\">\uc2dc\uc2a4\ud15c\uc758 \uc218\ud3c9\uc801 \ud655\uc7a5 \uac00\ub2a5 \uc5ec\ubd80 \ud655\uc778<\/a> \ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \ubc84\uc2a4\ud2b8\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4.<\/p>\n<hr \/>\n<h2>\uc8fc\uc694 \uc694\uc810 \ubc0f \ub9ac\uc18c\uc2a4<\/h2>\n<p>\ub2e4\uc74c\uc740 \uc9c0\uae08\uae4c\uc9c0 \ub2e4\ub8ec \ub0b4\uc6a9\uc744 \uac04\ub2e8\ud788 \uc694\uc57d\ud55c \ub0b4\uc6a9\uc774\uba70, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ubc0f \uc55e\uc11c \uc5b8\uae09\ud55c \ub3c4\uad6c\uc640 \uad00\ub828\ub41c \uc8fc\uc81c\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcfc \uc218 \uc788\ub294 \uba87 \uac00\uc9c0 \ub9ac\uc18c\uc2a4\uc785\ub2c8\ub2e4:\u00a0<\/p>\n<h3 style=\"font-size:1.4em\">\uc8fc\uc694 \uc694\uc810<\/h3>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\">\uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uc2dc\uc2a4\ud15c\uc740 \ubc00\ub9ac\ucd08 \ub610\ub294 \ucd08 \ub2e8\uc704\ub85c \uc774\ubca4\ud2b8\uc5d0 \ub300\uc751\ud558\uc5ec \uc0ac\uae30 \ud0d0\uc9c0, \uac1c\uc778\ud654 \ubc0f \uc6b4\uc601 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\">\uc77c\uad04 \ucc98\ub9ac\uc640 \uc2e4\uc2dc\uac04 \ucc98\ub9ac\ub97c \ube44\uad50\ud560 \ub54c\ub294 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \uc644\uc804\uc131\uacfc \ub2e8\uc21c\uc131(\uc77c\uad04 \ucc98\ub9ac)\uc774 \ud544\uc694\ud55c\uc9c0, \uc544\ub2c8\uba74 \uc989\uac01\uc131(\uc2e4\uc2dc\uac04 \ucc98\ub9ac)\uc774 \ud544\uc694\ud55c\uc9c0 \ud310\ub2e8\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\">\uc2e4\uc2dc\uac04 \ub370\uc774\ud130\uc758 \uc720\ud615\uc5d0\ub294 \uc2a4\ud2b8\ub9ac\ubc0d, \uc774\ubca4\ud2b8 \uae30\ubc18, \uc2dc\uacc4\uc5f4, \uc9c0\ub9ac\uacf5\uac04, \ud2b8\ub79c\uc7ad\uc158 \ub370\uc774\ud130\uac00 \uc788\uc73c\uba70, \uac01 \ub370\uc774\ud130\ub294 \ub2e4\uc591\ud55c \uc0ac\uc6a9 \uc0ac\ub840\uc640 \uc2dc\uc2a4\ud15c \uc124\uacc4\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\">\uc0ac\uc6a9 \uc0ac\ub840\ub294 \uc0ac\uae30 \ubc29\uc9c0 \ubc0f IoT \ubaa8\ub2c8\ud130\ub9c1\ubd80\ud130 \ub3d9\uc801 \uace0\uac1d \uacbd\ud5d8 \ubc0f \uc2dc\uc7a5 \ubd84\uc11d\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud569\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\">\uc989\uac01\uc801\uc778 \uc778\uc0ac\uc774\ud2b8, \ud6a8\uc728\uc131 \ud5a5\uc0c1, \uac1c\uc778\ud654\ub41c \uc0ac\uc6a9\uc790 \uacbd\ud5d8, \uacbd\uc7c1\ub825 \uc788\ub294 \ubbfc\ucca9\uc131 \ub4f1\uc758 \uc774\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\">\uc778\ud504\ub77c \ube44\uc6a9, \uc544\ud0a4\ud14d\ucc98 \ubcf5\uc7a1\uc131, \ud655\uc7a5\uc131 \ub4f1\uc758 \uc81c\ud55c \uc0ac\ud56d\uc744 \ud574\uacb0\ud558\uc5ec \ud5a5\ud6c4 \uc7a5\uc560\ubb3c\uc774 \ubc1c\uc0dd\ud558\uc9c0 \uc54a\ub3c4\ub85d \ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\">\ub3c4\uad6c\ub294 \uc218\uc9d1(\uce74\ud504\uce74, \ud0a4\ub124\uc2dc\uc2a4), \ucc98\ub9ac(\ud50c\ub9c1\ud06c, \uc2a4\ud30c\ud06c), \uc800\uc7a5(\uce74\uc6b0\uce58\ubca0\uc774\uc2a4, \ub808\ub514\uc2a4), \uc2dc\uac01\ud654(\uadf8\ub77c\ud30c\ub098, \ud14c\uc774\ube14au)\uc5d0 \uac78\uccd0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400\">\ud30c\uc774\ud504\ub77c\uc778\uc744 \uad6c\ucd95\ud558\ub824\uba74 \uc0ac\uc6a9 \uc0ac\ub840\ub97c \uc815\uc758\ud558\uace0, \uc801\ud569\ud55c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\uace0, \uc774\ub3d9 \uc911\uc778 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0, \uace0\uac00\uc6a9\uc131\uacfc \ud655\uc7a5\uc131\uc744 \uac16\ucd98 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3 style=\"font-size:1.4em\">\ub9ac\uc18c\uc2a4<\/h3>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/use-cases\/real-time-analytics\/\">\uc2e4\uc2dc\uac04 \ubd84\uc11d \uc0ac\uc6a9 \uc0ac\ub840<\/a><\/li>\n<li style=\"font-weight: 400\"><a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/zero-etl\/\">\uc81c\ub85c-ETL\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/a><\/li>\n<li style=\"font-weight: 400\"><a target=\"_blank\" href=\"https:\/\/docs.couchbase.com\/columnar\/intro\/intro.html\">Capella Analytics \uac1c\uc694 - \ubb38\uc11c<\/a><\/li>\n<li style=\"font-weight: 400\"><a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/simplifying-real-time-analytics-on-json-capella-columnar-vs-clickhouse\/\">Simplifying Real-Time Analytics on JSON: Couchbase Analytics vs. ClickHouse<\/a><\/li>\n<li style=\"font-weight: 400\"><a target=\"_blank\" href=\"https:\/\/developer.couchbase.com\/grafana-dashboards\/\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4\uac00 \ud3ec\ud568\ub41c Grafana \ub300\uc2dc\ubcf4\ub4dc<\/a><\/li>\n<li style=\"font-weight: 400\"><a target=\"_blank\" href=\"https:\/\/kafka.apache.org\/documentation\/\">\uc544\ud30c\uce58 \uce74\ud504\uce74 \ubb38\uc11c<\/a><\/li>\n<li style=\"font-weight: 400\"><a target=\"_blank\" href=\"https:\/\/nightlies.apache.org\/flink\/flink-docs-lts\/\">Apache Flink \ubb38\uc11c<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n<p><b>\uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \ub370\uc774\ud130\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/b> \uc2e4\uc2dc\uac04\uc5d0 \uac00\uae4c\uc6b4 \ub370\uc774\ud130\ub294 \uc0dd\uc131\ub41c \ud6c4 \uc77c\ubc18\uc801\uc73c\ub85c \uba87 \ucd08\uc5d0\uc11c \uba87 \ubd84 \uc815\ub3c4 \uc9c0\uc5f0\ub418\uc5b4 \ucc98\ub9ac \ubc0f \uc804\ub2ec\ub429\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc989\uac01\uc801\uc778 \ub300\uc751\uc774 \uc911\uc694\ud558\uc9c0 \uc54a\uc9c0\ub9cc \uc2dc\uae30\uc801\uc808\ud55c \uc5c5\ub370\uc774\ud2b8\uac00 \uc911\uc694\ud55c \uacbd\uc6b0\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p><b>\uc2e4\uc2dc\uac04 \ub370\uc774\ud130\uac00 \uc911\uc694\ud55c \uc774\uc720\ub294 \ubb34\uc5c7\uc778\uac00\uc694?<\/b> \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \uc2dc\uc2a4\ud15c\uacfc \uc0ac\uc6a9\uc790\ub294 \ud604\uc7ac \uc0c1\ud669\uc5d0 \ub530\ub77c \uc2e0\uc18d\ud558\uac8c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc751\ub2f5\uc131\uc744 \uac1c\uc120\ud558\uace0 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\ud558\uba70 \uc0ac\uae30 \ud0d0\uc9c0, \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uac1c\uc778\ud654\uc640 \uac19\uc740 \uc0ac\uc6a9 \uc0ac\ub840\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<p><b>ChatGPT\uac00 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub098\uc694?<\/b> \uae30\ubcf8\uc801\uc73c\ub85c ChatGPT\ub294 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ube0c\ub77c\uc6b0\uc9d5\uc774 \ud65c\uc131\ud654\ub418\uc5b4 \uc788\uac70\ub098 API\uc640 \ud1b5\ud569\ub418\uc5b4 \uc788\uc73c\uba74 \uc6f9\uc5d0\uc11c \ucd5c\uc2e0 \uc815\ubcf4\ub97c \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p><b>Power BI\ub294 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \uc9c0\uc6d0\ud558\ub098\uc694?<\/b> \uc608, Power BI\ub294 \ub370\uc774\ud130 \uc9d1\ud569 \uc2a4\ud2b8\ub9ac\ubc0d, \ud478\uc2dc \ub370\uc774\ud130 API, \uc2e4\uc2dc\uac04 \uc6d0\ubcf8\uc5d0 \ub300\ud55c \uc9c1\uc811 \ucffc\ub9ac \uc5f0\uacb0\uacfc \uac19\uc740 \uae30\ub2a5\uc744 \ud1b5\ud574 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<p><b>\uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/b> \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ud1b5\ud569\uc740 \uc0dd\uc131\ub418\ub294 \ub300\ub85c \uc5ec\ub7ec \uc18c\uc2a4\uc758 \ub370\uc774\ud130\ub97c \uacb0\ud569\ud558\uc5ec \uc2dc\uc2a4\ud15c\uc774\ub098 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc804\ubc18\uc5d0\uc11c \uc989\uc2dc \ubcc0\ud658, \ubd84\uc11d \ubc0f \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n<p><b>\uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc9d5\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/b> \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc9d5\uc740 \uc9c0\uc18d\uc801\uc778 \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc5c5\ub370\uc774\ud2b8\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. <a target=\"_blank\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/database-vs-data-warehouse\/\">\ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4<\/a> \ucd5c\uc2e0 \ub370\uc774\ud130\ub85c \ucd5c\uc2e0 \ubd84\uc11d \ubc0f \ubcf4\uace0\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n<p><br style=\"font-weight: 400\" \/><br style=\"font-weight: 400\" \/><\/p>","protected":false},"excerpt":{"rendered":"<p>What does real-time data mean? Real-time data refers to data that is processed and made available with minimal latency, typically within milliseconds or seconds of creation. It enables systems to react to events as they occur, rather than relying on [&hellip;]<\/p>","protected":false},"author":83995,"featured_media":17201,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1815,2242,2294],"tags":[],"ppma_author":[9757],"class_list":["post-17200","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-best-practices-and-tutorials","category-connectors","category-analytics"],"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>What is Real-Time Data? 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Learn more about it here.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/ko\/what-is-real-time-data\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2025-06-13T18:32:11+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-16T07:23:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/06\/blog-data-analytics.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2400\" \/>\n\t<meta property=\"og:image:height\" content=\"1256\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Matt Spillar - Product Marketing Manager\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Matt Spillar - Product Marketing Manager\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"10\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/what-is-real-time-data\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/what-is-real-time-data\/\"},\"author\":{\"name\":\"Matt Spillar - Product Marketing Manager\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/5c394a35b3e05ae8bfed97c6067d9bba\"},\"headline\":\"What is Real-Time Data? 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