{"id":16987,"date":"2025-03-25T14:28:35","date_gmt":"2025-03-25T21:28:35","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=16987"},"modified":"2025-08-14T12:18:33","modified_gmt":"2025-08-14T19:18:33","slug":"columnar-database-use-cases","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/columnar-database-use-cases\/","title":{"rendered":"\uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc0ac\uc6a9 \uc0ac\ub840 \ubc0f \uc608\uc81c"},"content":{"rendered":"<h2><span style=\"font-weight: 400;\">\uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/types-of-databases\/\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc720\ud615<\/span><\/a><span style=\"font-weight: 400;\"> \ubd84\uc11d \ucffc\ub9ac \ubc0f \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc9d5\uc5d0 \ucd5c\uc801\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \ud589 \ub2e8\uc704\ub85c \uc800\uc7a5\ud558\ub294 \uae30\uc874\uc758 \ud589 \uae30\ubc18 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ub2ec\ub9ac, \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub370\uc774\ud130\ub97c \uc5f4 \ub2e8\uc704\ub85c \uc800\uc7a5\ud569\ub2c8\ub2e4. \uc989, \ub2e8\uc77c \uc5f4\uc758 \ubaa8\ub4e0 \uac12\uc774 \ud568\uaed8 \uc800\uc7a5\ub418\ubbc0\ub85c \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\uc138\ud2b8\ub97c \ub354 \ube60\ub974\uac8c \uc2a4\uce94, \ud544\ud130\ub9c1, \uc9d1\uacc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc800\uc7a5 \ubc29\uc2dd\uc740 \ub514\uc2a4\ud06c\uc5d0\uc11c \uc77d\ub294 \ub370\uc774\ud130\uc758 \uc591\uc744 \uc904\uc5ec\uc8fc\ubbc0\ub85c \uc218\ubc31\ub9cc \uac1c\uc758 \ub808\ucf54\ub4dc\uc5d0 \ub300\ud55c \ud3c9\uade0\uc774\ub098 \ud569\uacc4\ub97c \uacc4\uc0b0\ud558\ub294 \ub4f1 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \ucffc\ub9ac\uc758 \uc131\ub2a5\uc774 \ud06c\uac8c \ud5a5\uc0c1\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ub370\uc774\ud130\ub97c \uac80\uc0c9\ud560 \ub54c \uc5f4 \ud615\uc2dd \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc804\uccb4 \ud589\uc774 \uc544\ub2cc \ucffc\ub9ac\uc5d0 \ud544\uc694\ud55c \ud2b9\uc815 \uc5f4\ub9cc \ub85c\ub4dc\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud2b9\ud788 \ubd84\uc11d \uc6cc\ud06c\ub85c\ub4dc\uc758 \uacbd\uc6b0 \uac80\uc0c9, \ud544\ud130\ub9c1, \uc9d1\uacc4\uc640 \uac19\uc740 \uc791\uc5c5\uc774 \ud6e8\uc52c \ube68\ub77c\uc9d1\ub2c8\ub2e4. \ub610\ud55c, \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc720\uc0ac\ud55c \ub370\uc774\ud130 \uc720\ud615\uc774 \ud568\uaed8 \uc800\uc7a5\ub418\ubbc0\ub85c \uc555\ucd95 \uae30\uc220\uc744 \ub354 \ud6a8\uacfc\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\uc5ec \uc2a4\ud1a0\ub9ac\uc9c0 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0 \ucffc\ub9ac \uc131\ub2a5\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ube44\uad50<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ubd84\uc11d \ucffc\ub9ac\uc640 \uc77d\uae30 \uc791\uc5c5\uc774 \ub9ce\uc740 \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \uc801\ud569\ud558\uba70, \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ud589 \uae30\ubc18 \ud14c\uc774\ube14\ub85c \ub370\uc774\ud130\ub97c \uad6c\uc131\ud558\uc5ec \ud2b8\ub79c\uc7ad\uc158 \ucc98\ub9ac\ub97c \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4. \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 I\/O(\uc785\/\ucd9c\ub825) \uc791\uc5c5\uc744 \uc904\uc5ec \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud574 \ub354 \ube60\ub978 \ucffc\ub9ac \uc131\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \ubc18\uba74, \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub2e4\uc74c\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/transactions\/\"><span style=\"font-weight: 400;\">\uc0b0 \uaddc\uc815 \uc900\uc218<\/span><\/a><span style=\"font-weight: 400;\">. \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub530\ub77c \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc774 \ub2ec\ub77c\uc9c8 \uc218 \uc788\uc73c\ubbc0\ub85c, \uc2dc\ub098\ub9ac\uc624\uc5d0 \uc801\ud569\ud55c \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uacb0\uc815\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub3c4\ub85d \ub450 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ucc28\uc774\uc810\uc744 \uc790\uc138\ud788 \uc0b4\ud3b4\ubd24\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>\uae30\ub2a5<\/b><\/td>\n<td><b>\uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/b><\/td>\n<td><b>\uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4(\ud589 \uc911\uc2ec)<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>\uc800\uc7a5 \ud615\uc2dd<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\uc5f4\ubcc4\ub85c \ub370\uc774\ud130 \uc800\uc7a5<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud589 \ub2e8\uc704\ub85c \ub370\uc774\ud130 \uc800\uc7a5<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ubaa8\ubc94 \uc0ac\uc6a9 \uc0ac\ub840<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\ubd84\uc11d \ucffc\ub9ac, \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc9d5<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud2b8\ub79c\uc7ad\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158(OLTP)<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ucffc\ub9ac \uc131\ub2a5<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\uc77d\uae30 \uc791\uc5c5\uc774 \ub9ce\uc740 \uc791\uc5c5(\uc9d1\uacc4, \ud544\ud130\ub9c1)\uc758 \uc18d\ub3c4 \ud5a5\uc0c1<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc7a6\uc740 \uc0bd\uc785, \uc5c5\ub370\uc774\ud2b8 \ubc0f \uc0ad\uc81c\uc5d0 \ucd5c\uc801\ud654\ub428<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\ub370\uc774\ud130 \uac80\uc0c9<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\ud544\uc218 \uc5f4\ub9cc \uc77d\uc5b4\uc11c I\/O\ub97c \uc904\uc785\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uba87 \uac1c\uc758 \uc5f4\ub9cc \ud544\uc694\ud55c \uacbd\uc6b0\uc5d0\ub3c4 \uc804\uccb4 \ud589\uc744 \uc77d\uc2b5\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\uc555\ucd95<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\uc5f4\uc758 \ub370\uc774\ud130 \uc720\ud615\uc774 \uc720\uc0ac\ud558\uc5ec \ud6a8\uc728\uc131\uc774 \ub192\uc74c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc11c\ub85c \ub2e4\ub978 \ub370\uc774\ud130 \uc720\ud615\uc774 \uc5f0\uc18d\uc73c\ub85c \uc874\uc7ac\ud558\ubbc0\ub85c \ud6a8\uc728\uc131\uc774 \ub5a8\uc5b4\uc9d0<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\uc778\ub371\uc2f1<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\ud6a8\uc728\uc801\uc778 \uc800\uc7a5 \ubc0f \uac80\uc0c9\uc73c\ub85c \uc778\ub371\uc2a4\uac00 \ud544\uc694\ud558\uc9c0 \uc54a\uc740 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc778\ub371\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucffc\ub9ac \uc18d\ub3c4\ub97c \ub192\uc774\uc9c0\ub9cc \ucd94\uac00 \uc800\uc7a5 \uacf5\uac04\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\uc4f0\uae30 \uc131\ub2a5<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\uc7a6\uc740 \uc5c5\ub370\uc774\ud2b8 \ubc0f \uc0bd\uc785 \uc2dc \ub290\ub824\uc9d0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud2b8\ub79c\uc7ad\uc158 \uc4f0\uae30 \uc18d\ub3c4 \ud5a5\uc0c1<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\uc608\uc81c<\/b><\/td>\n<td><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/analytics\/\"><span style=\"font-weight: 400;\">\uce74\ud3a0\ub77c \uce7c\ub7fc<\/span><\/a><span style=\"font-weight: 400;\">, \uc544\ub9c8\uc874 \ub808\ub4dc\uc26c\ud504\ud2b8, \uad6c\uae00 \ube45\ucffc\ub9ac<\/span><\/td>\n<td><span style=\"font-weight: 400;\">MySQL, PostgreSQL, SQL Server<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span style=\"font-weight: 400;\">\uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc0ac\uc6a9 \uc0ac\ub840<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ub2e4\uc74c\uc740 \uc5f4 \ud615\uc2dd \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uba87 \uac00\uc9c0 \uc77c\ubc18\uc801\uc778 \uc0ac\uc6a9 \uc0ac\ub840\uc785\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubc0f \ubd84\uc11d:<\/b><span style=\"font-weight: 400;\"> \uceec\ub7fc \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ubcf4\uace0\uc11c, \ub300\uc2dc\ubcf4\ub4dc, \uc778\uc0ac\uc774\ud2b8\ub97c \uc0dd\uc131\ud558\uae30 \uc704\ud574 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc138\ud2b8\ub97c \ucffc\ub9ac\ud558\ub294 \ub370 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \ud2b9\uc815 \uc5f4\uc744 \ube60\ub974\uac8c \uc2a4\uce94\ud558\uace0 \uc9d1\uacc4\ud558\ub294 \uae30\ub2a5 \ub355\ubd84\uc5d0 \ub9e4\ucd9c \ubd84\uc11d, \uc7ac\ubb34 \uc608\uce21, \ud2b8\ub80c\ub4dc \ud30c\uc545\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc9d5:<\/b><span style=\"font-weight: 400;\"> \uc774\ub7ec\ud55c \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4\uc5d0\uc11c \ubc29\ub300\ud55c \uc591\uc758 \uacfc\uac70 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \ub370 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uceec\ub7fc\ud615 \uc2a4\ud1a0\ub9ac\uc9c0\ub97c \uc0ac\uc6a9\ud558\uba74 \ubc29\ub300\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ud6a8\uc728\uc801\uc73c\ub85c \ucffc\ub9ac\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uc870\uc9c1\uc5d0\uc11c \ubcf5\uc7a1\ud55c \ubd84\uc11d\uc744 \uc218\ud589\ud558\uace0 \uc758\uc0ac \uacb0\uc815\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ube45 \ub370\uc774\ud130 \ucc98\ub9ac:<\/b><span style=\"font-weight: 400;\"> \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\uc640 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/semi-structured-data\/\"><span style=\"font-weight: 400;\">\ubc18\uad6c\uc870\ud654<\/span><\/a><span style=\"font-weight: 400;\"> \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Hadoop \ubc0f Spark\uc640 \uac19\uc740 \ub3c4\uad6c\uc640 \uc798 \ud1b5\ud569\ub418\uc5b4 \ub2e4\uc74c\uacfc \uac19\uc740 \ub370\uc774\ud130\ub97c \ub354 \ube60\ub974\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/data-chunking\/\"><span style=\"font-weight: 400;\">\uba38\uc2e0 \ub7ec\ub2dd\uc744 \uc704\ud55c \ub300\uaddc\ubaa8 \ub370\uc774\ud130<\/span><\/a><span style=\"font-weight: 400;\">, ETL(\ucd94\ucd9c, \ubcc0\ud658, \ub85c\ub4dc) \ud30c\uc774\ud504\ub77c\uc778 \ub4f1\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub85c\uadf8 \ubc0f \uc774\ubca4\ud2b8 \ub370\uc774\ud130 \ubd84\uc11d:<\/b><span style=\"font-weight: 400;\"> \uceec\ub7fc \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub85c\uadf8 \ud30c\uc77c, \uc6d0\uaca9 \ubd84\uc11d \ub370\uc774\ud130, \uc774\ubca4\ud2b8 \uc2a4\ud2b8\ub9bc\uc744 \ubd84\uc11d\ud558\ub294 \ub370 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uc555\ucd95 \ubc0f \ucffc\ub9ac \uc131\ub2a5\uc774 \ub6f0\uc5b4\ub098 \uc2dc\uc2a4\ud15c \ubaa8\ub2c8\ud130\ub9c1, \ubb38\uc81c \ud574\uacb0, \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\uc758 \ud328\ud134 \uc2dd\ubcc4\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uba38\uc2e0 \ub7ec\ub2dd \ubc0f AI \uc6cc\ud06c\ub85c\ub4dc:<\/b><span style=\"font-weight: 400;\"> ML \ubaa8\ub378\uc5d0\ub294 \ub9ce\uc740 \ub370\uc774\ud130 \uc804\ucc98\ub9ac\uc640 \ud2b9\uc9d5 \ucd94\ucd9c\uc774 \ud544\uc694\ud558\ubbc0\ub85c \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ubd88\ud544\uc694\ud55c \ub370\uc774\ud130\ub97c \uc2a4\uce94\ud558\uc9c0 \uc54a\uace0 \uad00\ub828 \uceec\ub7fc\uc744 \ube60\ub974\uac8c \uac80\uc0c9\ud558\uc5ec \uc774\ub7ec\ud55c \uc791\uc5c5\uc744 \uac00\uc18d\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">\uc5f4 \ud615\uc2dd \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc608\uc81c<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uc5f4 \ud615\uc2dd \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uba87 \uac00\uc9c0 \uc608\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><b>\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4:<\/b><span style=\"font-weight: 400;\"> JSON \ub124\uc774\ud2f0\ube0c <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/why-nosql\/\"><span style=\"font-weight: 400;\">NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/span><\/a><span style=\"font-weight: 400;\"> \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uacbd\uc6b0 <\/span><b>AND<\/b> <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/transactional-databases\/\"><span style=\"font-weight: 400;\">\ud2b8\ub79c\uc7ad\uc158 \uc6cc\ud06c\ub85c\ub4dc<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li><b>\uc544\ub9c8\uc874 \ub808\ub4dc\uc26c\ud504\ud2b8:<\/b><span style=\"font-weight: 400;\"> \ub300\uaddc\ubaa8 \ubd84\uc11d\uc5d0 \ucd5c\uc801\ud654\ub41c \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li><b>\uad6c\uae00 \ube45\ucffc\ub9ac:<\/b><span style=\"font-weight: 400;\"> \ube45 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ube60\ub978 SQL \ucffc\ub9ac\ub97c \uc704\ud574 \uc124\uacc4\ub41c \uc644\uc804 \uad00\ub9ac\ud615 \uc11c\ubc84\ub9ac\uc2a4 \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li><b>\uc544\ud30c\uce58 \ub9c8\ub8e8:<\/b><span style=\"font-weight: 400;\"> \uc544\ud30c\uce58 \uc2a4\ud30c\ud06c\ub098 \ud558\ub461\uacfc \uac19\uc740 \ube45\ub370\uc774\ud130 \ucc98\ub9ac \ud504\ub808\uc784\uc6cc\ud06c\uc5d0\uc11c \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \uceec\ub7fc\ud615 \uc2a4\ud1a0\ub9ac\uc9c0 \ud30c\uc77c \ud615\uc2dd\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li><b>ClickHouse:<\/b><span style=\"font-weight: 400;\"> \uc2e4\uc2dc\uac04 \ubd84\uc11d \ucc98\ub9ac\ub97c \uc704\ud55c \uc624\ud508 \uc18c\uc2a4 \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\uc704\uc5d0 \ub098\uc5f4\ub41c \uac01 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ubd84\uc11d \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \ucd5c\uc801\ud654\ub418\uc5b4 \uae30\uc874\uc758 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ubcf4\ub2e4 \ub354 \ube60\ub978 \ucffc\ub9ac \uc131\ub2a5\uacfc \ub354 \ud6a8\uc728\uc801\uc778 \uc800\uc7a5 \uacf5\uac04\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uc5b8\uc81c \uc5f4 \ud615\uc2dd \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc9c0 \ub9d0\uc544\uc57c \ud558\ub098\uc694?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uc5f4 \ud615\uc2dd \ub370\uc774\ud130\ubca0\uc774\uc2a4\uac00 \ubaa8\ub4e0 \uc0c1\ud669\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc5f4 \ud615\uc2dd \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc0ac\uc6a9\uc744 \ud53c\ud574\uc57c \ud560 \uc218 \uc788\ub294 \uba87 \uac00\uc9c0 \uc2dc\ub098\ub9ac\uc624\uc785\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uace0\ube48\ub3c4 \ud2b8\ub79c\uc7ad\uc158 \uc6cc\ud06c\ub85c\ub4dc(OLTP):<\/b><span style=\"font-weight: 400;\"> \uceec\ub7fc \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc7a6\uc740 \uc0bd\uc785, \uc5c5\ub370\uc774\ud2b8, \uc0ad\uc81c\uc5d0 \ucd5c\uc801\ud654\ub418\uc5b4 \uc788\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ub9ce\uc740 \uc218\uc758 \uc2e4\uc2dc\uac04 \ud2b8\ub79c\uc7ad\uc158\uc744 \ucc98\ub9ac\ud574\uc57c \ud558\ub294 \uacbd\uc6b0\uc5d0\ub294 \uad00\uacc4\ud615(\ud589 \uae30\ubc18) \ub370\uc774\ud130\ubca0\uc774\uc2a4\uac00 \ub354 \ub098\uc740 \uc120\ud0dd\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc18c\uaddc\ubaa8 \uc560\ud50c\ub9ac\ucf00\uc774\uc158:<\/b><span style=\"font-weight: 400;\"> \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\uba74 \ub370\uc774\ud130\uac00 \uc81c\ud55c\ub41c \ub2e8\uc21c\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uacbd\uc6b0 \ubd88\ud544\uc694\ud55c \ubcf5\uc7a1\uc131\uc774 \ucd94\uac00\ub429\ub2c8\ub2e4. \uae30\uc874\uc758 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc18c\uaddc\ubaa8 \ud504\ub85c\uc81d\ud2b8\uc758 \uacbd\uc6b0 \uc124\uc815 \ubc0f \uad00\ub9ac\uac00 \ub354 \uc27d\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc7a6\uc740 \ud589 \uc218\uc900 \uc791\uc5c5:<\/b><span style=\"font-weight: 400;\"> \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uac1c\ubcc4 \ub808\ucf54\ub4dc\ub97c \uc790\uc8fc \uc218\uc815\ud574\uc57c \ud558\ub294 \uacbd\uc6b0(\uc608: \uace0\uac1d \uc815\ubcf4 \uc5c5\ub370\uc774\ud2b8 \ubc0f \uc8fc\ubb38 \ucc98\ub9ac) \ud589 \uae30\ubc18 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc804\uccb4 \ud589\uc744 \ud568\uaed8 \uc800\uc7a5\ud558\ubbc0\ub85c \ub354 \ud6a8\uc728\uc801\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc9c0\uc5f0 \uc2dc\uac04\uc774 \uc9e7\uc740 \uc2e4\uc2dc\uac04 \uc4f0\uae30:<\/b><span style=\"font-weight: 400;\"> \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc218\uc9d1\uacfc \uc0c8\ub85c \uc0bd\uc785\ub41c \ub808\ucf54\ub4dc\uc5d0 \ub300\ud55c \uc989\uac01\uc801\uc778 \uc561\uc138\uc2a4\uac00 \ud544\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158(\uc608: \uba54\uc2dc\uc9d5 \uc571 \ubc0f \uc740\ud589 \uc2dc\uc2a4\ud15c)\uc5d0\uc11c \ub354 \ub098\uc740 \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\uc77c\ubc18\uc801\uc73c\ub85c \ud2b8\ub79c\uc7ad\uc158\uc774 \ub9ce\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc7a6\uc740 \uc5c5\ub370\uc774\ud2b8 \ubc0f \uc2e4\uc2dc\uac04 \ucc98\ub9ac\uc5d0\ub294 \uc5f4 \ud615\uc2dd \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uc544\uc57c \ud569\ub2c8\ub2e4. \ub300\uc2e0 \ubd84\uc11d, \ubcf4\uace0 \ubc0f \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac\uc5d0\ub294 \uc5f4 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc911 \ud558\ub098\ub97c \uc120\ud0dd\ud574\uc57c \ud558\ub098\uc694?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ubc18\ub4dc\uc2dc \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc911 \ud558\ub098\ub9cc \uc120\ud0dd\ud560 \ud544\uc694\ub294 \uc5c6\uc2b5\ub2c8\ub2e4. \ub9ce\uc740 \ucd5c\uc2e0 \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ucc98\ub294 \ub450 \uc2dc\uc2a4\ud15c\uc758 \uac15\uc810\uc744 \ud65c\uc6a9\ud558\uc5ec \ub3d9\uc77c\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774\ub098 \uc870\uc9c1 \ub0b4\uc5d0\uc11c \uc11c\ub85c \ub2e4\ub978 \uc694\uad6c \uc0ac\ud56d\uc744 \ud574\uacb0\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ub450 \uc2dc\uc2a4\ud15c\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uacb0\ud569\ud560 \uc218 \uc788\ub294 \uba87 \uac00\uc9c0 \ubc29\ubc95\uc785\ub2c8\ub2e4:<\/span><\/p>\n<h3 style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\">\ud558\uc774\ube0c\ub9ac\ub4dc \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/span><\/h3>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\">\uc77c\ubd80 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\ub294 \ud589 \uae30\ubc18 \ubc0f \uc5f4 \uae30\ubc18 \uc800\uc7a5 \ubaa8\ub4dc\uac00 \ubaa8\ub450 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub4dc\ub97c \uc0ac\uc6a9\ud558\uba74 \ud2b8\ub79c\uc7ad\uc158 \ub370\uc774\ud130\ub97c \uad00\uacc4\ud615 \ud14c\uc774\ube14\uc5d0 \uc800\uc7a5\ud558\ub294 \ub3d9\uc2dc\uc5d0 \ubd84\uc11d \ucffc\ub9ac\ub97c \uc5f4 \ud615\uc2dd \uc800\uc7a5\uc18c\ub85c \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \ubcc4\ub3c4\uc758 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc5c6\uc774\ub3c4 \ud2b8\ub79c\uc7ad\uc158 \uc131\ub2a5(OLTP)\uacfc \ubd84\uc11d \ud6a8\uc728\uc131(OLAP)\uc758 \uade0\ud615\uc744 \ub9de\ucd9c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\">ETL \ud30c\uc774\ud504\ub77c\uc778<\/span><\/h3>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\">\uc2e4\uc2dc\uac04 \ud2b8\ub79c\uc7ad\uc158 \ub370\uc774\ud130\ub97c \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \uc800\uc7a5\ud55c \ub2e4\uc74c \ubd84\uc11d\uc744 \uc704\ud574 \uc8fc\uae30\uc801\uc73c\ub85c \uceec\ub7fc\ud615 \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4\ub85c \uc62e\uae38 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud2b8\ub79c\uc7ad\uc158\uc740 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \ucc98\ub9ac\ud55c \ub2e4\uc74c ETL \uc791\uc5c5\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \ucd94\ucd9c, \ubcc0\ud658, \ub85c\ub4dc\ud558\uc5ec \ubcf4\uace0 \ubc0f \ubd84\uc11d\uc744 \uc704\ud574 \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c \uc62e\uae38 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\">\uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ubcf5\uc81c<\/span><\/h3>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\">\uc2e4\uc2dc\uac04 \uc778\uc0ac\uc774\ud2b8\uac00 \ud544\uc694\ud55c \uacbd\uc6b0, CDC(\ubcc0\uacbd \ub370\uc774\ud130 \ucea1\ucc98) \ub610\ub294 \uc2a4\ud2b8\ub9ac\ubc0d \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uad00\uacc4\ud615 \ub370\uc774\ud130\ub97c \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \uc9c0\uc18d\uc801\uc73c\ub85c \ub3d9\uae30\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub9ac\ud14c\uc77c \uc571\uc740 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \uad6c\ub9e4 \ub0b4\uc5ed\uc744 \uae30\ub85d\ud558\uace0 \uc774\ub97c \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c \uc2a4\ud2b8\ub9ac\ubc0d\ud558\uc5ec \uc989\uac01\uc801\uc778 \ud2b8\ub80c\ub4dc \ubd84\uc11d\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\">\ud398\ub354\ub808\uc774\uc158 \ucffc\ub9ac<\/span><\/h3>\n<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\">\uc77c\ubd80 \ud50c\ub7ab\ud3fc\uc5d0\uc11c\ub294 \ub370\uc774\ud130\ub97c \uc774\ub3d9\ud558\uc9c0 \uc54a\uace0\ub3c4 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubaa8\ub450\uc5d0\uc11c SQL \ucffc\ub9ac\ub97c \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, AWS Athena\ub294 \ub2e8\uc77c \ucffc\ub9ac\uc5d0\uc11c Amazon RDS(\uad00\uacc4\ud615)\uc640 Amazon Redshift(\uceec\ub7fc\ud615)\uc758 \ub370\uc774\ud130\ub97c \ucffc\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uacb0\ud569\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc740 \ud655\uc7a5\uc131\uacfc \ud6a8\uc728\uc131\uc744 \uc720\uc9c0\ud558\uba74\uc11c \ud544\uc694\ud560 \ub54c \ube60\ub978 \ud2b8\ub79c\uc7ad\uc158\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/what-is-big-data-analytics\/\"><span style=\"font-weight: 400;\">\ube45 \ub370\uc774\ud130 \ubd84\uc11d<\/span><\/a><span style=\"font-weight: 400;\">. \uadf8\ub7ec\ub098 \ud55c \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ub2e4\ub978 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ubcf4\ub2e4 \uc120\ud0dd\ud574\uc57c \ud558\ub294 \uc0c1\ud669\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc6cc\ud06c\ub85c\ub4dc\uac00 \uc8fc\ub85c \ud2b8\ub79c\uc7ad\uc158\uc774\uac70\ub098 \uc7a6\uc740 \uc4f0\uae30\ub97c \ud3ec\ud568\ud558\uac70\ub098 \ubcf5\uc7a1\ud55c \uc870\uc778 \ubc0f \uad00\uacc4\uac00 \ud544\uc694\ud55c \uacbd\uc6b0 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc120\ud0dd\ud558\uc138\uc694. \uc6cc\ud06c\ub85c\ub4dc\uac00 \ubd84\uc11d\uc801\uc774\uac70\ub098 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc77d\uae30\ub97c \ud3ec\ud568\ud558\uac70\ub098 \ube60\ub978 \uc9d1\uacc4 \ubc0f \ubcf4\uace0\uac00 \ud544\uc694\ud55c \uacbd\uc6b0\uc5d0\ub294 \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc120\ud0dd\ud558\uc138\uc694.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\uc8fc\uc694 \ub0b4\uc6a9 \ubc0f \ub2e4\uc74c \ub2e8\uacc4<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uac01\uac01 \uace0\uc720\ud55c \uac15\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc5b4 \ub2e4\uc591\ud55c \uc720\ud615\uc758 \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ubd84\uc11d \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c \ube60\ub978 \ucffc\ub9ac \uc131\ub2a5\uacfc \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\uc138\ud2b8\ub97c \uc704\ud55c \ud6a8\uc728\uc801\uc778 \uc2a4\ud1a0\ub9ac\uc9c0\ub97c \uc81c\uacf5\ud558\ub294 \ubc18\uba74, \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc7a6\uc740 \uc5c5\ub370\uc774\ud2b8, \uc0bd\uc785, \ubcf5\uc7a1\ud55c \uc870\uc778\uc774 \ud544\uc694\ud55c \ud2b8\ub79c\uc7ad\uc158 \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ucd5c\uc2e0 \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ucc98\ub294 \ub450 \uc2dc\uc2a4\ud15c\uc744 \uacb0\ud569\ud558\uc5ec \uc0c1\ud638 \ubcf4\uc644\uc801\uc778 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc694\uad6c \uc0ac\ud56d\uc744 \ucc98\ub9ac\ud568\uc73c\ub85c\uc368 \uc774\uc810\uc744 \uc5bb\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840, \uc6cc\ud06c\ub85c\ub4dc \ud328\ud134, \uc131\ub2a5 \uc694\uad6c \uc0ac\ud56d\uc744 \uc774\ud574\ud558\uba74 \ud6a8\uc728\uc131, \ud655\uc7a5\uc131, \ube44\uc6a9 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \ub370\uc774\ud130 \uc804\ub7b5\uc744 \uc124\uacc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc544\ub798 \ub9ac\uc18c\uc2a4\ub97c \ud1b5\ud574 \uc5f4 \ud615\uc2dd \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \ub300\ud574 \uacc4\uc18d \ud559\uc2b5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/columnar-store-vs-row-store\/\"><span style=\"font-weight: 400;\">\uc5f4 \uc800\uc7a5\uc18c \ub300 \ud589 \uc800\uc7a5\uc18c: \ucc28\uc774\uc810\uc740 \ubb34\uc5c7\uc778\uac00\uc694?<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/docs.couchbase.com\/columnar\/intro\/intro.html\"><span style=\"font-weight: 400;\">\uce74\ud3a0\ub77c \uceec\ub7fc \uc18c\uac1c - \ubb38\uc11c<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/database-vs-data-warehouse\/\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4: \ub458 \uc0ac\uc774\uc758 \ucc28\uc774\uc810, \uc0ac\uc6a9 \uc0ac\ub840, \uc608\uc2dc<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/relational-vs-non-relational-database\/\"><span style=\"font-weight: 400;\">\uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ube44\uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ube44\uad50: \uae30\ub2a5 \ubc0f \uc774\uc810<\/span><\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/span><\/h2>\n<p><b>\uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/b><span style=\"font-weight: 400;\"> \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub370\uc774\ud130\ub97c \ud589\uc774 \uc544\ub2cc \uc5f4\uc5d0 \uc800\uc7a5\ud558\ubbc0\ub85c \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc9d1\ud569\uc5d0 \ub300\ud55c \ubd84\uc11d \ubc0f \uc9d1\uacc4\uac00 \ub354 \ube68\ub77c\uc9d1\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uc5f4 \ud615\uc2dd \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc5b8\uc81c \uc0ac\uc6a9\ud574\uc57c \ud558\ub098\uc694?<\/b><span style=\"font-weight: 400;\"> \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ube45 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \uc774\uc0c1\uc801\uc774\uba70 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/use-cases\/real-time-analytics\/\"><span style=\"font-weight: 400;\">\uc2e4\uc2dc\uac04 \ubcf4\uace0<\/span><\/a><span style=\"font-weight: 400;\">\ube60\ub978 \uc77d\uae30 \uc131\ub2a5\uc774 \ud544\uc694\ud55c \uacbd\uc6b0.<\/span><\/p>\n<p><b>\uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ucc28\uc774\uc810\uc740 \ubb34\uc5c7\uc778\uac00\uc694?<\/b><span style=\"font-weight: 400;\"> \uceec\ub7fc \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ubd84\uc11d \ucffc\ub9ac\uc5d0 \ucd5c\uc801\ud654\ub41c \ubc18\uba74, \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ud2b8\ub79c\uc7ad\uc158 \uc6cc\ud06c\ub85c\ub4dc \ubc0f \ube48\ubc88\ud55c \uc5c5\ub370\uc774\ud2b8\uc5d0 \ub354 \uc801\ud569\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ubaa8\ub450 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub098\uc694?<\/b><span style=\"font-weight: 400;\"> \ub9de\uc2b5\ub2c8\ub2e4! \ub9ce\uc740 \uc870\uc9c1\uc5d0\uc11c \ub450 \uac00\uc9c0 \uc720\ud615\uc758 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ubaa8\ub450 \uc0ac\uc6a9\ud558\uba70, \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc77c\ubcc4 \ud2b8\ub79c\uc7ad\uc158\uc744 \ucc98\ub9ac\ud558\uace0 \uc5f4 \ud615\uc2dd \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ub2e8\uc810\uc740 \ubb34\uc5c7\uc778\uac00\uc694?<\/b><span style=\"font-weight: 400;\"> \uceec\ub7fc\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc7a6\uc740 \uc5c5\ub370\uc774\ud2b8, \uc0bd\uc785 \ub610\ub294 \uc2e4\uc2dc\uac04 \ud2b8\ub79c\uc7ad\uc158\uc5d0 \ud6a8\uc728\uc131\uc774 \ub5a8\uc5b4\uc9c0\ubbc0\ub85c \uc804\uc790\uc0c1\uac70\ub798 \uc2dc\uc2a4\ud15c\uacfc \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\ub294 \uc801\ud569\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>What are columnar databases? Columnar databases are a type of database optimized for analytical queries and data warehousing. Unlike traditional row-based databases, which store data row by row, columnar databases store data by columns. This means that all the values [&hellip;]<\/p>","protected":false},"author":71,"featured_media":16988,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[10129,2294,2225,1819,1812],"tags":[9946],"ppma_author":[8937],"class_list":["post-16987","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-columnar","category-analytics","category-cloud","category-data-modeling","category-n1ql-query","tag-column-store"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.0 (Yoast SEO v26.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Columnar Database Use Cases and Examples - The Couchbase Blog<\/title>\n<meta name=\"description\" content=\"Review a list of columnar database use cases and learn why these databases are ideal for analytics, enhanced querying, and improved scalability.\" \/>\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\/columnar-database-use-cases\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Columnar Database Use Cases and Examples\" \/>\n<meta property=\"og:description\" content=\"Review a list of columnar database use cases and learn why these databases are ideal for analytics, enhanced querying, and improved scalability.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/ko\/columnar-database-use-cases\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2025-03-25T21:28:35+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-14T19:18:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/03\/blog_header_images_2025-8-1024x536.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"536\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Matthew Groves\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@mgroves\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Matthew Groves\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/columnar-database-use-cases\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/columnar-database-use-cases\/\"},\"author\":{\"name\":\"Matthew Groves\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/3929663e372020321b0152dc4fa65a58\"},\"headline\":\"Columnar Database Use Cases and Examples\",\"datePublished\":\"2025-03-25T21:28:35+00:00\",\"dateModified\":\"2025-08-14T19:18:33+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/columnar-database-use-cases\/\"},\"wordCount\":1407,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/columnar-database-use-cases\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/03\/blog_header_images_2025-8.png\",\"keywords\":[\"column store\"],\"articleSection\":[\"Columnar\",\"Couchbase Analytics\",\"Couchbase Capella\",\"Data Modeling\",\"SQL++ \/ N1QL Query\"],\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.couchbase.com\/blog\/columnar-database-use-cases\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/columnar-database-use-cases\/\",\"url\":\"https:\/\/www.couchbase.com\/blog\/columnar-database-use-cases\/\",\"name\":\"Columnar Database Use Cases and Examples - 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