{"id":1353,"date":"2018-05-14T13:05:45","date_gmt":"2018-05-14T20:05:45","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/data-modeling-for-couchbase-with-erwin-dm-nosql\/"},"modified":"2018-05-14T13:05:45","modified_gmt":"2018-05-14T20:05:45","slug":"data-modeling-for-couchbase-with-erwin-dm-nosql","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/data-modeling-for-couchbase-with-erwin-dm-nosql\/","title":{"rendered":"erwin DM NoSQL\uc744 \uc774\uc6a9\ud55c Couchbase \ub370\uc774\ud130 \ubaa8\ub378\ub9c1"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><span>NoSQL \uc2dc\uc2a4\ud15c\uc758 \uc544\ud0a4\ud14d\ucc98\uc640 \uc124\uacc4, \ud2b9\ud788 \uc4f0\uae30 \uc2dc\uc810\uc5d0 \uc2a4\ud0a4\ub9c8\ub97c \uac15\uc81c\ud558\uc9c0 \uc54a\ub294 Couchbase\uc640 \uac19\uc740 \ubb38\uc11c(document) \ud328\ubc00\ub9ac \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ud2b9\uc131\uc0c1, \uad00\uacc4\ud615 \uc2dc\uc2a4\ud15c\uc5d0\uc11c NoSQL\ub85c \ub9c8\uc774\uadf8\ub808\uc774\uc158\ud558\uac70\ub098 NoSQL\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ucc98\uc74c\ubd80\ud130 \uad6c\ucd95\ud560 \ub54c NoSQL\uc6a9 \ub370\uc774\ud130 \ubaa8\ub378\ub9c1\uc740 \uc885\uc885 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c \ub370\uc774\ud130 \ubaa8\ub378\ub9c1\uc740 Couchbase \uad6c\ucd95 \uc131\uacf5\uc758 \ud575\uc2ec \uc694\uc18c\uc778 \uacbd\uc6b0\uac00 \ub9ce\uc73c\uba70, \ube45\ub370\uc774\ud130 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uae09\uaca9\ud788 \uc9c4\ud654\ud558\ub294 \uc18d\uc131\uc744 \uac10\uc548\ud560 \ub54c \uc810\uc9c4\uc801\uc73c\ub85c \ub370\uc774\ud130 \ubaa8\ub378\uc744 \ucd5c\uc801\ud654\ud558\ub294 \uac83\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc131\ub2a5\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ucd09\uc9c4\uc81c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc804\ud1b5\uc801\uc73c\ub85c \uad00\uacc4\ud615 \uc2dc\uc2a4\ud15c\uc744 \uc704\ud55c \ub370\uc774\ud130 \ubaa8\ub378\ub9c1\uc740 \ub370\uc774\ud130 \uac1d\uccb4, \ub370\uc774\ud130 \uac1d\uccb4 \uc0c1\ud638 \uac04\uc758 \uad00\uacc4, \uadf8\ub9ac\uace0 \uc815\ud655\ud55c \ud45c\ud604\uc744 \uc2dd\ubcc4\ud558\ub294 \uacfc\ud559\uc774\uc5c8\uc73c\uba70, \uc774\ub294 \ud6cc\ub96d\ud55c \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc124\uacc4\uc758 \uae30\ubc18\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ubc18\uba74\uc5d0 NoSQL\uc744 \uc704\ud55c \ubaa8\ub378\ub9c1\uc740 \u201c\uc0ac\uc6a9\uc790\uac00 \uc774 \ub370\uc774\ud130\ub85c \uc5b4\ub5a4 \uc885\ub958\uc758 \uc9c8\ubb38\uc5d0 \ub2f5\ud558\uace0 \uc2f6\uc5b4 \ud558\ub294\uac00?\u201d\uc640 \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud2b9\ud654 \uc811\uadfc \ud328\ud134\uc744 \ud0d0\uad6c\ud569\ub2c8\ub2e4. \uc774\ub294 \ucc28\ub840\ub85c \uc9c0\uc6d0\ub418\uc5b4\uc57c \ud558\ub294 \ucffc\ub9ac\uc758 \uc885\ub958\ub97c \uacb0\uc815\ud558\uba70, \uc131\ub2a5 \ucd5c\uc801\ud654\ub97c \uc704\ud574 \ub370\uc774\ud130\ub97c \uac00\uc7a5 \uc798 \ubc30\uce58\ud558\ub294 \ubc29\ubc95\uc5d0 \ucd08\uc810\uc744 \ub9de\ucda5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uace0\ub824\uc0ac\ud56d\ub4e4\uc740 \uc6b0\ub9ac\uc758 \ub370\uc774\ud130 \ubaa8\ub378\ub9c1 \uc811\uadfc \ubc29\uc2dd\uc744 RDBMS\uc758 \uc804\ud1b5\uc801\uc778 \uc81c\uc57d(\uc4f0\uae30 \uc2dc\uc810 \uc2a4\ud0a4\ub9c8)\uc5d0\uc11c \ud2b9\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \ub370\uc774\ud130 \ubaa8\ub378\ub9c1(\uc77d\uae30 \uc2dc\uc810 \uc2a4\ud0a4\ub9c8)\uc73c\ub85c \uc804\ud658\ud558\uac8c \ub9cc\ub4ed\ub2c8\ub2e4. <\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>RDBMS\uc640 NoSQL \uc2dc\uc2a4\ud15c\uc744 \uad6c\ubd84\ud558\uace0 \ubaa8\ub378\ub9c1 \ud328\ub7ec\ub2e4\uc784\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ub610 \ub2e4\ub978 \ucc28\uc774\uc810\uc740 \ub370\uc774\ud130\uc758 \uc815\uaddc\ud654\uc640 \ube44\uc815\uaddc\ud654 \uac1c\ub150\uc785\ub2c8\ub2e4. RDBMS \uc2dc\uc2a4\ud15c\uc774 \uacfc\uac70\uc5d0 \uc5c4\uaca9\ud55c \uad00\uacc4\ub97c \ud30c\uc545\ud558\uace0 \uc5c4\uaca9\ud55c \uc2a4\ud1a0\ub9ac\uc9c0 \uc81c\ud55c\uc744 \ucda9\uc871\ud558\uae30 \uc704\ud574 \ub370\uc774\ud130 \uc815\uaddc\ud654\ub97c \uac15\uc870\ud588\ub358 \ubc18\uba74, \uc720\uc5f0\ud55c NoSQL \uc2dc\uc2a4\ud15c\uc740 \ub370\uc774\ud130\uac00 \ud074\ub7ec\uc2a4\ud130 \uc804\ubc18\uc5d0 \ubd84\uc0b0\ub418\uc5b4 \uc788\uace0 \uc911\ubcf5\uc774 \ub370\uc774\ud130 \uc77d\uae30 \ud655\uc7a5\uc744 \uc6a9\uc774\ud558\uac8c \ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \ub370\uc774\ud130 \ube44\uc815\uaddc\ud654\uc5d0 \uae30\uc874\ud569\ub2c8\ub2e4. \uc885\uc885 \uc774\uc0c1\uc801\uc778 \ub370\uc774\ud130 \ubaa8\ub378\uc740 \uc720\uc2a4\ucf00\uc774\uc2a4\uc5d0 \ub530\ub77c \ub450 \uc811\uadfc \ubc29\uc2dd\uc758 \uc870\ud569\uc785\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ub530\ub77c\uc11c \uc815\ud655\ud55c \ub370\uc774\ud130 \ubaa8\ub378\ub9c1\uc740 NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc131\uacf5\uc744 \uc704\ud55c \ud575\uc2ec \uaddc\uc728\ub85c \uacc4\uc18d\ud574\uc11c \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc774\uc81c erwin DM NoSQL\uc744 \uc0ac\uc6a9\ud55c \ubaa8\ub378\ub9c1\uc73c\ub85c \ub4e4\uc5b4\uac00 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. erwin DM NoSQL\uc740 \uc138 \uac00\uc9c0 \uc8fc\uc694 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4:<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\uc21c\uacf5\ud559<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uad00\uacc4\ud615 \ubaa8\ub378\uc744 Couchbase \ud638\ud658 JSON \ubaa8\ub378\ub85c \ubcc0\ud658\ud558\ub294 \uacfc\uc815.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\ubcc0\ud654 <\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ubaa8\ub378\uc5d0 \ub300\ud574 \uc6d0\ud558\ub294 \ubcc0\ud658 \ud615\ud0dc(\uc815\uaddc\ud654, \ube44\uc815\uaddc\ud654, \uc0ac\uc6a9\uc790 \uc815\uc758)\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uae30\ub2a5. <\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\uc5ed\uacf5\ud559<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Couchbase\uc758 \ud504\ub85c\ub355\uc158 \ub370\uc774\ud130\uc5d0\uc11c erwin \ud658\uacbd\uc73c\ub85c \uc2a4\ud0a4\ub9c8\ub97c \uac00\uc838\uc624\ub294 \uae30\ub2a5.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>erwin DM NoSQL\uc744 \uc0ac\uc6a9\ud558\uc5ec Couchbase \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc\uc6a9 \ub370\uc774\ud130\ub97c \ubaa8\ub378\ub9c1\ud558\ub294 \ub2e8\uacc4\ubcc4 \uac00\uc774\ub4dc\uc785\ub2c8\ub2e4:<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\uc124\uc815:<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>1\ub2e8\uacc4:<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uacc4\uc815 \uc0dd\uc131 \uc694\uccad <\/span><a href=\"https:\/\/erwin.com\/products\/data-modeler-nosql\/\"><span>\uc5ec\uae30<\/span><\/a><span> \uc0ac\uc6a9\uc790 \uc778\uc99d \uc815\ubcf4\ub97c \uc0ac\uc6a9\ud558\uc5ec erwin DM NoSQL\uc5d0 \ub85c\uadf8\uc778\ud558\uc2ed\uc2dc\uc624.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5136\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-06-at-3.54.40-PM-300x263-1.png\" alt=\"\" width=\"300\" height=\"263\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>2\ub2e8\uacc4:<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc784\ud3ec\ud2b8 \uc635\uc158\uc744 \uc0ac\uc6a9\ud558\uc5ec erwin DM \ub610\ub294 \uae30\ud0c0 \uad00\uacc4\ud615 \ubaa8\ub378\ub9c1 \ub3c4\uad6c\uc5d0\uc11c \u201cXML\u201d \ud615\uc2dd\uc73c\ub85c \uc0dd\uc131\ub41c \uac1c\uccb4-\uad00\uacc4(ER) \ubaa8\ub378\uc744 erwin DM NoSQL\uc5d0 \ud478\uc2dc\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5137\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-04-at-3.45.14-PM-300x279-1.png\" alt=\"\" width=\"300\" height=\"279\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>3\ub2e8\uacc4:<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>erwin \ud658\uacbd\uc5d0\uc11c ER \ub2e4\uc774\uc5b4\uadf8\ub7a8\uc744 \uc2dc\uac01\ud654\ud558\uc138\uc694.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5138\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-03-at-1.07.16-AM-300x138-1.png\" alt=\"\" width=\"530\" height=\"244\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\ubcc0\ud654 <\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>1\ub2e8\uacc4: <\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc815\uaddc\ud654\ub41c, \ube44\uc815\uaddc\ud654\ub41c \ub610\ub294 \uc0ac\uc6a9\uc790 \uc815\uc758 \ubcc0\ud658 \uc911 \ud558\ub098\ub97c \uc120\ud0dd\ud558\uc5ec \ubaa8\ub378\uc744 \ubcc0\ud658\ud558\uc2ed\uc2dc\uc624.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5139\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-03-at-1.07.52-AM-300x220-1.png\" alt=\"\" width=\"300\" height=\"220\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>2\ub2e8\uacc4: <\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>a. \uc815\uaddc\ud654\ub41c \ubcc0\ud658:<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc815\uaddc\ud654\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc911\ubcf5\uc744 \uc81c\uac70\ud558\uae30 \uc704\ud574 \ubcc4\ub3c4\uc758 \ud14c\uc774\ube14\uc744 \ub9cc\ub4e4\uace0 \uad00\uacc4\ub97c \uc124\uc815\ud558\uc5ec \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ub370\uc774\ud130\ub97c \uc870\uc9c1\ud654\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \uac1d\uccb4\ub098 \uc5d4\ud2f0\ud2f0\ub294 \ub300\uac1c \ucc38\uc870\ub429\ub2c8\ub2e4. JSON \ubaa8\ub378\uc744 \uc0dd\uc131\ud560 \ub54c, \ucc38\uc870\ub41c \ud14c\uc774\ube14\ub4e4\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ubcc4\ub3c4\uc758 \ubb38\uc11c\uac00 \ub429\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5140\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-04-at-4.21.23-PM-300x114-1.png\" alt=\"\" width=\"300\" height=\"114\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5140\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-04-at-4.21.23-PM-300x114-1.png\" alt=\"\" width=\"300\" height=\"114\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>b. \ube44\uc815\uaddc\ud654 \ubcc0\ud658:<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc774 \uacfc\uc815\uc5d0\uc11c \ub370\uc774\ud130 \uac1d\uccb4\ub294 \ub300\uac1c \uc784\ubca0\ub514\ub4dc\ub429\ub2c8\ub2e4. \uc720\uc0ac\ud55c \uac1d\uccb4\ub4e4\uc774 \ub9ce\uc740 \ubb38\uc11c\uc5d0 \uc784\ubca0\ub514\ub4dc\ub418\uae30 \ub54c\ubb38\uc5d0 \uc774 \uc870\uc9c1\ud654\ub294 \uc911\ubcf5\uc131\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \ube44\uc815\uaddc\ud654\ub294 \ud544\uc694\ud55c \ub370\uc774\ud130\ub97c \uac00\uc838\uc624\uae30 \uc704\ud574 \uc870\uc778\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uae30 \ub54c\ubb38\uc5d0 \uc131\ub2a5\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uac83\uc73c\ub85c \uc790\uc8fc \ubc1c\uacac\ub429\ub2c8\ub2e4. \uc774\ub294 NoSQL \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ud754\ud788 \ucc44\ud0dd\ub429\ub2c8\ub2e4. \uc774 \ub3c4\uad6c\uc5d0\uc11c \ube44\uc815\uaddc\ud654\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0dd\uc131\ub41c \ubcc0\ud658\ub41c \ubaa8\ub378\uc740 \uc784\ubca0\ub514\ub4dc \uac1d\uccb4\uc640 \ucc38\uc870\ub41c \uac1d\uccb4\uc758 \uc870\ud569\uc785\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5141\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-06-at-3.59.01-PM-300x202-1.png\" alt=\"\" width=\"300\" height=\"202\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc704 \uadf8\ub9bc\uc5d0\uc11c \uad6c\ub9e4 \uc8fc\ubb38\uacfc \uc8fc\ubb38 \ud56d\ubaa9\uc740 \ud3ec\ud568\ub41c \uac1d\uccb4\uc778 \ubc18\uba74, \ucd9c\ud310\uc0ac, \uc11c\uc810 \uc774\ub984 \ubc0f \ub3c4\uc11c \ubc18\ud488\uc740 \ucc38\uc870\ub41c \uac1d\uccb4\uc785\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>c. \uc0ac\uc6a9\uc790 \uc815\uc758 \ubcc0\ud658:<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Erwin DM NoSQL\uc740 \uc77c\ubc18\uc801\uc73c\ub85c E-R \ub2e4\uc774\uc5b4\uadf8\ub7a8\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \uad6c\uc131\uc744 \ubd84\uc11d\ud558\uace0 \ud2b9\uc815 \uaddc\uce59\uc5d0 \ub530\ub77c \ubaa8\ub378\uc744 Couchbase \ud638\ud658 JSON \ubaa8\ub378\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc571 \uac1c\ubc1c\uc790\ub098 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc18c\uc720\uc790\ub85c\uc11c \uadc0\ud558\uac00 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac00\uc7a5 \uc798 \uc54c\uace0 \uc788\uc73c\ubbc0\ub85c, \ub2f9\uc0ac\ub294 \ubaa8\ub378\uc744 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud2b9\uc815 \uc784\ubca0\ub514\ub4dc \uac1d\uccb4\ub97c \ucc38\uc870\ud560 \uc218 \uc788\ub294 \uc635\uc158\uc774 \uc788\uc73c\uba70, \uc62c\ubc14\ub978 \uc120\ud0dd\uc744 \ud560 \uc218 \uc788\ub3c4\ub85d \ud234 \ub0b4\uc5d0\uc11c \uba87 \uac00\uc9c0 \uac00\uc774\ub4dc\ub77c\uc778\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5142\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-03-at-1.14.12-AM-300x136-1.png\" alt=\"\" width=\"417\" height=\"189\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\ucc38\uace0:<\/b><span> \uc774 \ubaa8\ub378\ub4e4 \uc911 \uc5b4\ub5a4 \uac83\uc774\ub4e0 \ubcf5\uc81c\ud558\uc5ec \uc18d\uc131\uc774\ub098 \ud2b9\uc131 \ub4f1\uc744 \ucd94\uac00\ud558\uac70\ub098 \uc81c\uac70\ud558\uc5ec \uc785\ub9db\uc5d0 \ub9de\uac8c \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.,<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\uc21c\ubc29\ud5a5 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>1\ub2e8\uacc4:<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ub85c\uceec \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc0dd\uc131\ub41c \ubaa8\ub378\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud558\uc138\uc694.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5143\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-14-at-12.13.09-PM-300x223-1.png\" alt=\"\" width=\"300\" height=\"223\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>2\ub2e8\uacc4:<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>AWS\uc5d0 Couchbase \ud074\ub7ec\uc2a4\u30bf\u30fc\u3092 \uad6c\ucd95\ud558\uace0 \ud3ec\ud2b8 8091\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc6f9 \ucf58\uc194\uc5d0 \uc561\uc138\uc2a4\ud569\ub2c8\ub2e4. -&gt; AWS\uc5d0 Couchbase \ud074\ub7ec\uc2a4\ud130\ub97c \uc124\uc815\ud558\uace0 8091 \ud3ec\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc6f9 \ucf58\uc194\uc5d0 \uc811\uc18d\ud558\uc138\uc694.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5144\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-04-at-1.58.19-PM-300x158-1.png\" alt=\"\" width=\"510\" height=\"269\"><br>\n<b><\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>3\ub2e8\uacc4:<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ubcf4\uc548 \ubcf5\uc0ac(secure copy)\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub85c\uceec \uba38\uc2e0\uc5d0\uc11c \ub2e4\uc6b4\ub85c\ub4dc\ud55c \ud30c\uc77c\uc744 Couchbase EC2 \uc778\uc2a4\ud134\uc2a4\ub85c \ubcf5\uc0ac\ud558\uc2ed\uc2dc\uc624.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\uad6c\ubb38 (OSX): <\/b><b>scp -i \ud0a4_\uacbd\ub85c -r \ub514\ub809\ud1a0\ub9ac_\uacbd\ub85c ec2-user@\ud638\uc2a4\ud2b8\uc774\ub984:~<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Ex: \u00a0scp -i \/Users\/chaitra.ramarao\/Downloads\/US_East.pem -r \/Users\/chaitra.ramarao\/Downloads\/Cl_De_EMOVIES r9.64_20180329185059 \u00a0ec2-user@ec2-54-152-108-80.compute-1.amazonaws.com:~<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5145\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-04-at-3.03.02-PM-300x182-1.png\" alt=\"\" width=\"300\" height=\"182\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>4\ub2e8\uacc4: <\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>SSH\ub97c \uc0ac\uc6a9\ud558\uc5ec AWS \uc778\uc2a4\ud134\uc2a4\uc5d0 \ub85c\uadf8\uc778\ud558\uc2ed\uc2dc\uc624.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\uad6c\ubb38(OSX):<\/b><b>ssh -i path to key.pair ec2-user@remote ip<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc608: ssh -i \/Users\/chaitra.ramarao\/Downloads\/US_East.pem ec2-user@ec2-34-203-230-73.compute-1.amazonaws.com<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>5\ub2e8\uacc4:<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\u201cls\u201d\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud30c\uc77c\uc774 \ubcf5\uc0ac\ub418\uc5c8\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694.\u201d<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>6\ub2e8\uacc4: <\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>bulkInsert.sh \ud30c\uc77c\ub85c \uc774\ub3d9\ud569\ub2c8\ub2e4<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc608: bulkInsert.sh\ub97c \ucc3e\uc73c\ub824\uba74 Cd \/De_movies..\/scripts\/5.x\ub85c \uc774\ub3d9\ud558\uc138\uc694.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>7\ub2e8\uacc4: <\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>bulkInsert \ud30c\uc77c\uc744 \uc2e4\ud589 \uac00\ub2a5\ud558\ub3c4\ub85d \ub9cc\ub4e4\uace0 \uacbd\ub85c\ub97c \uc124\uc815\ud558\uc138\uc694<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>Chmod +x bulkInsert.sh<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>PATH=\/opt\/couchbase\/bin:$PATH<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>8\ub2e8\uacc4:<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ub2e4\uc74c \uad6c\ubb38\uc73c\ub85c bulkInsert \uc2a4\ud06c\ub9bd\ud2b8\ub97c \uc2e4\ud589\ud558\uc138\uc694<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>.\/bulkInsert.sh \u00a0  \u00a0<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc608: .\/bulkInsert.sh localhost 8091 Administrator password sample<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc0ac\uc6a9\uc790\uac00 \uc9c0\uc815\ud55c \ubc84\ud0b7 \uc774\ub984\uc73c\ub85c Couchbase\uc5d0 \ub85c\ub4dc\ub41c \ubaa8\ub378\ub9c1\ub41c \uc0d8\ud50c \ub370\uc774\ud130\ub97c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5147\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-03-at-1.09.08-PM-300x142-1.png\" alt=\"\" width=\"444\" height=\"210\"><\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc774 \uc2a4\ud06c\ub9bd\ud2b8\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ub354\ubbf8 \ub370\uc774\ud130(junk data)\ub97c \ubc14\ud0d5\uc73c\ub85c \ubaa8\ub378\uc744 \uc0dd\uc131\ud558\uc9c0\ub9cc, \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c\uc790\uac00 \uc774\ub97c \uc218\uc815\ud558\uc5ec \uc2e4\uc81c \ub370\uc774\ud130 \uc0d8\ud50c\uc6a9 \ubaa8\ub378\uc744 \ub9cc\ub4e4\uace0, \uc81c\uacf5\ub41c \ubc30\ud3ec \uc2a4\ud06c\ub9bd\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec Couchbase\uc5d0 \ubc30\ud3ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5146\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-14-at-12.26.38-PM-300x118-1.png\" alt=\"\" width=\"437\" height=\"172\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Couchbase\uc5d0 \ub370\uc774\ud130\uac00 \ub85c\ub4dc\ub418\uba74 N1QL(JSON\uc6a9 SQL)\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \uc870\ud68c\ud560 \uc218\ub3c4 \uc788\uc73c\uba70, \ucffc\ub9ac \ubca4\uce58\ub9c8\ud06c(Query workbench)\uc640 \ucffc\ub9ac \ud50c\ub798\ub108(query planner)\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 \uc815\ud655\uc131\uacfc \ud6a8\uc728\uc131\uc744 \ud14c\uc2a4\ud2b8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\uc5ed\uacf5\ud559<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>1\ub2e8\uacc4: <\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc544\ub798\uc5d0 \ud45c\uc2dc\ub41c \ub300\ub85c \uc5f0\uacb0 \uad00\ub9ac\uc790\ub97c \uc0ac\uc6a9\ud558\uc5ec Couchbase\uc5d0 \ub300\ud55c \uc5f0\uacb0\uc744 \uc124\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5148\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-04-at-3.44.00-PM-290x300-1.png\" alt=\"\" width=\"290\" height=\"300\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>2\ub2e8\uacc4: <\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ub9ac\ubc84\uc2a4 \uc5d4\uc9c0\ub2c8\uc5b4 \uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc120\ud0dd<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5137\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-04-at-3.45.14-PM-300x279-1.png\" alt=\"\" width=\"300\" height=\"279\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>3\ub2e8\uacc4:<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ud504\ub85c\ub355\uc158 \ub370\uc774\ud130\uc758 \uc2a4\ud0a4\ub9c8 \uc784\ud3ec\ud2b8<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5149\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-05-04-at-3.48.53-PM-240x300-1.png\" alt=\"\" width=\"240\" height=\"300\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>4\ub2e8\uacc4: <\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>erwin \ud658\uacbd\uc5d0\uc11c \ub9ac\ubc84\uc2a4 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\ub41c Couchbase \ubaa8\ub378 \uc2dc\uac01\ud654 \u00a0<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5150\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/Screen-Shot-2018-04-24-at-12.13.34-PM-300x136-1.png\" alt=\"\" width=\"492\" height=\"223\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ucd5c\uace0\uc758 \uc131\ub2a5\uc744 \uc81c\uacf5\ud558\ub3c4\ub85d \ubaa8\ub378\uc774 \uc9c0\uc18d\uc801\uc73c\ub85c \ucd5c\uc801\ud654\ub418\ub3c4\ub85d \ubaa8\ub378\uc744 \uc8fc\uae30\uc801\uc73c\ub85c \uacc4\uc18d \uc870\uc815\ud558\uc2ed\uc2dc\uc624.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>erwin\uc744 \uc0ac\uc6a9\ud55c \ub370\uc774\ud130 \ubaa8\ub378\ub9c1\uc740 \uc2dc\uc7a5 \ucd9c\uc2dc \uae30\uac04\uc744 \ub2e8\ucd95\ud558\uace0, \ubaa8\ub378\ub9c1 \ud504\ub85c\uc138\uc2a4\ub97c \uc2dc\uac01\ud654\ud558\uae30 \uc704\ud55c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud558\uba70, \ubaa8\ub378\uc758 \uc815\ud655\ub3c4\ub97c \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub354 \ub098\uc740 \ub370\uc774\ud130 \ubaa8\ub378\uc740 Couchbase\uc640\uc758 \ub354 \ub098\uc740 \uc131\ub2a5\uacfc \ub354 \uac15\ub825\ud55c \uc131\uacf5\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc5ec\uae30\uc5d0 \uc758\uacac\uc744 \uacf5\uc720\ud574 \uc8fc\uc2dc\uac70\ub098 forums.couchbase.com\uc744 \ud1b5\ud574 \ubb38\uc758\ud574 \uc8fc\uc138\uc694.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Given the architecture and design of NoSQL systems, especially the document family databases like Couchbase that do not enforce schema on write, data modeling for NoSQL can often be challenging when migrating from relational systems to NoSQL or when building applications ground up using NoSQL. Infact, data modeling is often a critical success factor to [&hellip;]<\/p>\n","protected":false},"author":6588,"featured_media":18,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"_acf":"","footnotes":""},"categories":[127,136,179,189],"tags":[],"ppma_author":[319],"class_list":["post-1353","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-application-design","category-best-practices-and-tutorials","category-couchbase-architecture","category-data-modeling"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.3 (Yoast SEO v28.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Data Modeling for Couchbase with erwin DM NoSQL<\/title>\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\/data-modeling-for-couchbase-with-erwin-dm-nosql\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Modeling for Couchbase with erwin DM NoSQL\" \/>\n<meta property=\"og:description\" content=\"Given the architecture and design of NoSQL systems, especially the document family databases like Couchbase that do not enforce schema on write, data modeling for NoSQL can often be challenging when migrating from relational systems to NoSQL or when building applications ground up using NoSQL. Infact, data modeling is often a critical success factor to [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/ko\/data-modeling-for-couchbase-with-erwin-dm-nosql\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2018-05-14T20:05:45+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/05\/couchbase-nosql-dbaas.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1800\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Chaitra Ramarao, Sr. Product Manager, Couchbase Inc.\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Chaitra Ramarao, Sr. Product Manager, Couchbase Inc.\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/es\\\/data-modeling-for-couchbase-with-erwin-dm-nosql\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/es\\\/data-modeling-for-couchbase-with-erwin-dm-nosql\\\/\"},\"author\":{\"name\":\"Chaitra Ramarao, Sr. Product Manager, Couchbase Inc.\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/#\\\/schema\\\/person\\\/852cd95d6c8aa5ea6d4128643cc3c2b6\"},\"headline\":\"Data Modeling for Couchbase with erwin DM 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