{"id":3274,"date":"2025-06-12T05:32:27","date_gmt":"2025-06-11T21:32:27","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=3274"},"modified":"2025-06-13T09:32:57","modified_gmt":"2025-06-13T01:32:57","slug":"in-depth-analysis-of-aws-athena-alternative","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ko\/aws-athena-\ub300\uc548\uc5d0-\ub300\ud55c-\uc2ec\uce35-\ubd84\uc11d\/","title":{"rendered":"AWS Athena \ub300\uc548: \uc2ec\uce35 \ubd84\uc11d"},"content":{"rendered":"<p>\ub370\uc774\ud130\uac00 \uc138\uc0c1\uc744 \uc8fc\ub3c4\ud558\ub294 \uac00\uc6b4\ub370, \uae30\uc5c5\uc774 \uc9c1\uba74\ud55c \uac00\uc7a5 \ud070 \uacfc\uc81c \uc911 \ud558\ub098\ub294 \ube60\ub974\uac8c \uc99d\uac00\ud558\ub294 \uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\uc640 \uad6c\uc870\ud654\ub418\uc9c0 \uc54a\uc740 \ub370\uc774\ud130\uc5d0\uc11c \uac00\uce58 \uc788\ub294 \uc815\ubcf4\ub97c \ucd94\ucd9c\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<strong>\uc11c\ubc84\ub9ac\uc2a4, \uc989\uc2dc \uc0ac\uc6a9 \uac00\ub2a5, \ud22c\uba85\ud55c \uccad\uad6c<\/strong>\uc774\ub294 \ub9ce\uc740 \ud68c\uc0ac\uac00 \ucd08\uae30 \ub2e8\uacc4\uc5d0\uc11c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud0d0\uc0c9\ud558\ub294 \ub370 \uc120\ud638\ud558\ub294 \ub3c4\uad6c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub7ec\ub098 \uc0ac\uc5c5 \uaddc\ubaa8\uac00 \ucee4\uc9c0\uace0 \ubd84\uc11d\uc758 \ubcf5\uc7a1\uc131\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 Athena\uac00 \ud2b9\uc815 \uc0c1\ud669\uc5d0\uc11c \ud55c\uacc4\ub97c \uc9c0\ub2cc\ub2e4\ub294 \uc0ac\uc2e4\uc744 \uc810\ucc28 \uc778\uc2dd\ud558\uace0 \uc790\uc0ac\uc758 \uc694\uad6c\uc5d0 \ub354 \uc801\ud569\ud55c \ub300\uc548\uc744 \ubaa8\uc0c9\ud558\uae30 \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uae30\uc5c5\ub4e4\uc774 \ud754\ud788 \uacaa\ub294 \uc5b4\ub824\uc6c0\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd94\uace0 \uc2ec\uce35 \ubd84\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. <strong>AWS Athena \ub300\uc548<\/strong>\uadf8\ub9ac\uace0 \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c \uc5d0\uc774\uc804\ud2b8\uc758 \uc2e4\uc9c8\uc801\uc778 \uc804\ub2ec \ub2a5\ub825\uacfc \uacb0\ud569\ud558\uba74 \uae30\uc5c5\uc758 \uc758\uc0ac\uacb0\uc815\uc5d0 \ucc38\uace0\uc790\ub8cc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h4>\ud504\ub85c\uc81d\ud2b8 \ubc30\uacbd: \uc0ac\uc6a9\uc790\ub4e4\uc774 Athena \ub300\uc548\uc744 \ucc3e\uae30 \uc2dc\uc791\ud55c \uc774\uc720\ub294 \ubb34\uc5c7\uc77c\uae4c\uc694?<\/h4>\n<p>Athena\uc758 \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc740 \uc911\uc18c \uaddc\ubaa8 \ud300\uacfc \uc2a4\ud0c0\ud2b8\uc5c5\uc5d0\uac8c \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uccab \ubb38\uc744 \uc5f4\uc5b4\uc90d\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 Amazon S3\uc5d0 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \ud45c\uc900 SQL\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucffc\ub9ac \ubd84\uc11d\uc744 \uc218\ud589\ud558\uae30\ub9cc \ud558\uba74 \ub418\ubbc0\ub85c \ub370\uc774\ud130\uc6e8\uc5b4\ud558\uc6b0\uc2a4\ub97c \uad6c\ucd95\ud558\uac70\ub098 \uc778\ud504\ub77c\ub97c \uad00\ub9ac\ud560 \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc220\uc801 \ud55c\uacc4\uc640 \ucd08\uae30 \ube44\uc6a9\uc774 \ud06c\uac8c \uc904\uc5b4\ub4ed\ub2c8\ub2e4.<\/p>\n<p>\ud558\uc9c0\ub9cc \uc2e4\uc81c \uc0ac\uc6a9\uc5d0\uc11c \ube44\uc988\ub2c8\uc2a4 \ub370\uc774\ud130 \uc591\uc774 \ub298\uc5b4\ub098\uace0 \uc0ac\uc6a9 \uc2dc\ub098\ub9ac\uc624\uac00 \ub2e4\uc591\ud574\uc9d0\uc5d0 \ub530\ub77c \uae30\uc5c5\ub4e4\uc740 \uc810\ucc28 Athena\uc758 \uba87 \uac00\uc9c0 \ud575\uc2ec\uc801\uc778 \uce21\uba74\uc5d0\uc11c \ub2e8\uc810\uc744 \ubc1c\uacac\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<ol>\n<li><strong>\ube44\uc6a9\uc744 \ud1b5\uc81c\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4<\/strong><\/li>\n<li>Athena\ub294 \uc2a4\uce94\ub41c \ub370\uc774\ud130 \uc591\uc5d0 \ub530\ub77c \uc694\uae08\uc744 \ubd80\uacfc\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\uac00 \uc81c\ub300\ub85c \ubd84\ud560\ub418\uac70\ub098 \uc555\ucd95\ub418\uc9c0 \uc54a\uc73c\uba74 \ucffc\ub9ac \ube44\uc6a9\uc774 \uae09\ub4f1\ud558\uae30 \uc27d\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ub370\uc774\ud130 \uc591\uc774 GB\uc5d0\uc11c TB \ub610\ub294 PB\ub85c \uc99d\uac00\ud560 \ub54c \uc774\ub7ec\ud55c \ube44\uc6a9 \ubcc0\ub3d9\uc774 \ub450\ub4dc\ub7ec\uc9d1\ub2c8\ub2e4.<\/li>\n<li><strong>\uc131\ub2a5 \ubcd1\ubaa9 \ud604\uc0c1\uc774 \uc810\ucc28 \ub098\ud0c0\ub0a9\ub2c8\ub2e4.<\/strong><\/li>\n<li>Athena\ub294 \uae30\ubcf8\uc801\uc73c\ub85c Presto \uae30\ubc18\uc758 \uc0c1\ud0dc \ube44\uc800\uc7a5 \ucffc\ub9ac \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4. \ubcf5\uc7a1\ud55c \ub2e4\uc911 \ud14c\uc774\ube14 \uc870\uc778, \uc708\ub3c4\uc6b0 \ud568\uc218 \ub610\ub294 \ub300\uaddc\ubaa8 \uc9d1\uacc4 \uc791\uc5c5\uc744 \uc218\ud589\ud560 \ub54c \uc2e4\ud589 \uc18d\ub3c4\ub294 Redshift\ub098 Druid\uc640 \uac19\uc740 \uc804\uc6a9 \ubd84\uc11d \uc5d4\uc9c4\ubcf4\ub2e4 \ud6e8\uc52c \ub290\ub9bd\ub2c8\ub2e4.<\/li>\n<li><strong>\uc0c1\ud0dc \ubc0f \uce90\uc2f1 \uba54\ucee4\ub2c8\uc998 \ubd80\uc871<\/strong><\/li>\n<li>Athena\ub294 \uad6c\uccb4\ud654\ub41c \ubdf0 \ubc0f \uc784\uc2dc \ud14c\uc774\ube14\uacfc \uac19\uc740 \uc911\uac04 \uc0c1\ud0dc \uc9c0\uc18d\uc131 \uba54\uc11c\ub4dc\ub97c \uc9c0\uc6d0\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uac01 \ucffc\ub9ac\ub294 \ub370\uc774\ud130\ub97c \ub2e4\uc2dc \uc2a4\uce94\ud574\uc57c \ud558\ubbc0\ub85c \ucffc\ub9ac \uc2dc\uac04\uacfc \ub9ac\uc18c\uc2a4 \uc18c\ube44\uac00 \uc99d\uac00\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\uc640 ETL \uc791\uc5c5\uc774 \ub9ce\uc2b5\ub2c8\ub2e4.<\/strong><\/li>\n<li>Athena\ub294 \ucffc\ub9ac \uacc4\uce35\uc5d0 \ub354 \uce58\uc6b0\uccd0 \uc788\uc73c\uba70, \ub370\uc774\ud130 \ud488\uc9c8 \uad00\ub9ac, \ubcc0\ud658(ETL), \ud1b5\ud569 \ubaa8\ub378\ub9c1\uacfc \uac19\uc740 \uc5c5\uc2a4\ud2b8\ub9bc \ub9c1\ud06c\uc5d0 \ub300\ud55c \uc9c0\uc6d0\uc774 \ubd80\uc871\ud569\ub2c8\ub2e4. \uae30\uc5c5\uc740 \ucc98\ub9ac\ub97c \uc644\ub8cc\ud558\uae30 \uc704\ud574 Glue, EMR, Lambda\uc640 \uac19\uc740 \ucd94\uac00 \uc11c\ube44\uc2a4\ub97c \uc0ac\uc6a9\ud574\uc57c \ud558\uba70, \uc544\ud0a4\ud14d\ucc98\uac00 \ube44\uad50\uc801 \ub290\uc2a8\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<p>\ub530\ub77c\uc11c \uae30\uc5c5\ub4e4\uc740 \uc7a5\uae30\uc801\uc778 \ube44\uc6a9, \ucffc\ub9ac \ud6a8\uc728\uc131, \uc6b4\uc601\uc0c1\uc758 \ubcf5\uc7a1\uc131\uc744 \ub530\uc838\ubcf8 \ud6c4, \ub354 \uac15\ub825\ud55c \uae30\ub2a5\uacfc \uc548\uc815\uc801\uc778 \uc131\ub2a5\uc744 \uac16\ucd98 \ub300\uc548\uc744 \ubaa8\uc0c9\ud558\uc5ec \uc790\uc0ac\uc758 \ube44\uc988\ub2c8\uc2a4 \ub85c\uc9c1\uc5d0 \ub354 \uc798 \ub9de\ub294 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc744 \uad6c\ucd95\ud558\uae30 \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h4>Amazon Athena \uc18c\uac1c: \uc11c\ubc84\ub9ac\uc2a4 SQL \ucffc\ub9ac\uc5d0 \ub300\ud55c \ub2f5\ubcc0<\/h4>\n<p>\ub300\uc548\uc744 \uc0b4\ud3b4\ubcf4\uae30 \uc804\uc5d0 Amazon Athena\uc758 \ud575\uc2ec \uae30\ub2a5\uc744 \uac04\ub7b5\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Athena\ub294 AWS\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uc11c\ubc84\ub9ac\uc2a4 SQL \ucffc\ub9ac \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \uc778\ud504\ub77c\ub97c \uad6c\uc131\ud558\uac70\ub098 \uad00\ub9ac\ud560 \ud544\uc694 \uc5c6\uc774 SQL\uc744 \uc0ac\uc6a9\ud558\uc5ec Amazon S3\uc5d0 \uc800\uc7a5\ub41c \uc815\ud615 \ub610\ub294 \ubc18\uc815\ud615 \ub370\uc774\ud130(\uc608: Parquet, ORC, CSV, JSON \ub4f1)\ub97c \uc9c1\uc811 \ucffc\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud575\uc2ec\uc801\uc778 \uc7a5\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uc120\ubd88\uacfc \uc720\ud734 \ub9ac\uc18c\uc2a4\uc758 \ub0ad\ube44\ub97c \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \ucffc\ub9ac \ub370\uc774\ud130\uc758 \uc591\uc744 \uae30\uc900\uc73c\ub85c \uc694\uae08\uc744 \uccad\uad6c\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc11c\ubc84 \uad00\ub9ac\uac00 \ud544\uc694 \uc5c6\uc5b4 \uc27d\uac8c \uc2dc\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ud45c\uc900 SQL \ubc0f Glue \ub370\uc774\ud130 \uce74\ud0c8\ub85c\uadf8 \ud1b5\ud569\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<li>\ub370\uc774\ud130 \ub808\uc774\ud06c \ud0d0\uc0c9, \uc6b4\uc601 \ub370\uc774\ud130 \ubd84\uc11d, \ub85c\uadf8 \ubd84\uc11d\uacfc \uac19\uc740 \uac00\ubcbc\uc6b4 \uc2dc\ub098\ub9ac\uc624\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\ud558\uc9c0\ub9cc \uc544\ud14c\ub098\ub294 \ub9cc\ubcd1\ud1b5\uce58\uc57d\uc774 \uc544\ub2c8\ub2e4.<strong>\uc751\ub2f5 \uc18d\ub3c4, \ub370\uc774\ud130 \ubcf4\uc548, \ub3d9\uc2dc\uc131, \uc2e4\uc2dc\uac04 \uc131\ub2a5 \ub610\ub294 \ube44\uc6a9 \uc608\uce21<\/strong>\ub354 \ub192\uc740 \uc694\uad6c \uc0ac\ud56d\uc774 \ubc1c\uc0dd\ud558\uba74 \uc801\ud569\ud55c \ub300\uc548\uc744 \ud1b5\ud574 \ub354\uc6b1 \ud1b5\uc81c \uac00\ub2a5\ud55c \uc131\uacfc\uc640 \uac00\uce58 \uc218\uc775\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h4>\uad8c\uc7a5 \ub300\uc548: \uc2dc\ub098\ub9ac\uc624\uc5d0 \ub530\ub978 \uc720\uc5f0\ud55c \uc120\ud0dd<\/h4>\n<p>\ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c \uc0ac\ud56d, \uc608\uc0b0 \ubc0f \ud300 \uc5ed\ub7c9\uc5d0 \ub530\ub77c \uad8c\uc7a5\ub418\ub294 AWS Athena \ub300\uc548\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<h5>1. Amazon Redshift \uc11c\ubc84\ub9ac\uc2a4<\/h5>\n<p>Redshift\ub294 AWS\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uc644\uc804 \uad00\ub9ac\ud615 \uc5d4\ud130\ud504\ub77c\uc774\uc988\uae09 \ub370\uc774\ud130\uc6e8\uc5b4\ud558\uc6b0\uc2a4 \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uc11c\ubc84\ub9ac\uc2a4 \ubaa8\ub4dc\ub294 \ub9ac\uc18c\uc2a4 \uad00\ub9ac\ub97c \ub354\uc6b1 \uac04\uc18c\ud654\ud569\ub2c8\ub2e4.<\/p>\n<p><strong>\uc801\uc6a9 \uac00\ub2a5\ud55c \uc2dc\ub098\ub9ac\uc624:<\/strong> \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc218\uc900 \ubcf4\uace0\uc11c, BI \uc5f0\uacb0, \ubcf5\uc7a1\ud55c \ub2e4\uc911 \ud14c\uc774\ube14 \ubd84\uc11d.<\/p>\n<p><strong>\ud575\uc2ec \uc7a5\uc810:<\/strong><\/p>\n<ul>\n<li>Athena\ubcf4\ub2e4 \uc131\ub2a5\uc774 \ud6e8\uc52c \ub6f0\uc5b4\ub098\uace0 \ubcf5\uc7a1\ud55c \uc9d1\uacc4 \ubc0f \ucc3d \ud568\uc218\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<li>\uad6c\uccb4\ud654\ub41c \ubdf0, \uc790\ub3d9 \ubd84\ud560 \ubc0f \ub3d9\uc2dc \ucffc\ub9ac \uc81c\uc5b4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<li>QuickSight, Glue, S3 \ub4f1\uc758 \uc11c\ube44\uc2a4\uc640 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub429\ub2c8\ub2e4.<\/li>\n<li>\uc11c\ubc84\ub9ac\uc2a4 \ubaa8\ub4dc\ub294 &quot;\uc0ac\uc6a9\ub7c9\uc5d0 \ub530\ub978 \uccad\uad6c + \uc790\ub3d9 \ud06c\uae30 \uc870\uc815&quot;\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p><strong>\ucd94\ucc9c \uc0ac\uc6a9\uc790:<\/strong> \uc810\uc810 \ub354 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc218\ud589\ud558\uace0 \uc548\uc815\uc801\uc778 \uc131\uacfc\uc640 \ube44\uc6a9 \uad00\ub9ac\uc5d0 \uc911\uc810\uc744 \ub450\ub294 \uc911\uacac \ubc0f \ub300\uae30\uc5c5.<\/p>\n<h5>2. \uc544\ub9c8\uc874 EMR + \ud504\ub808\uc2a4\ud1a0\/\ud2b8\ub9ac\ub178<\/h5>\n<p>Amazon EMR\uc740 Spark, Presto, Hive \ub4f1 \uc5ec\ub7ec \ubd84\uc11d \uc5d4\uc9c4\uc744 \uc2e4\ud589\ud560 \uc218 \uc788\ub294 AWS \uae30\ubc18\uc758 \ud0c4\ub825\uc801\uc778 \ube45\ub370\uc774\ud130 \ucc98\ub9ac \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4.<\/p>\n<p><strong>\uc801\uc6a9 \uac00\ub2a5\ud55c \uc2dc\ub098\ub9ac\uc624:<\/strong> \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc815\ub9ac, ETL, \ub85c\uadf8 \ucc98\ub9ac \ubc0f \ub370\uc774\ud130 \ub808\uc774\ud06c \ubd84\uc11d.<\/p>\n<p><strong>\ud575\uc2ec \uc7a5\uc810:<\/strong><\/p>\n<ul>\n<li>\ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4\uc640 \uc5d4\uc9c4\uc758 \uc720\uc5f0\ud55c \uc0ac\uc6a9\uc790 \uc815\uc758<\/li>\n<li>\ube44\uc6a9 \uc808\uac10\uc744 \uc704\ud574 Spot \uc778\uc2a4\ud134\uc2a4\uc5d0\uc11c \uc2e4\ud589\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc77c\uad04 \ucc98\ub9ac \ubc0f \ud504\ub85c\uc138\uc2a4 \ub370\uc774\ud130 \uc791\uc5c5\uc5d0 \ub354 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p><strong>\ucd94\ucc9c \uc0ac\uc6a9\uc790:<\/strong> \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \uc774\uae30\uc885 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud574\uc57c \ud558\ub294 \ub370\uc774\ud130 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ud300\uc744 \ubcf4\uc720\ud55c \uae30\uc5c5.<\/p>\n<h5>3. \uc790\uccb4 \uad6c\ucd95 OLAP \uc5d4\uc9c4: StarRocks \/ ClickHouse \/ Apache Druid<\/h5>\n<p>\uc774\ub7ec\ud55c \uace0\uc131\ub2a5 OLAP \uc5d4\uc9c4\uc740 \uba87 \ucd08 \uc548\uc5d0 \uac70\uc758 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uacfc \ub300\uc751\uc744 \uc9c0\uc6d0\ud558\uba70, \ub300\ud615 \ud654\uba74 \uc9c0\ud45c\uc640 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\ub098\ub9ac\uc624\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n<p><strong>\uc801\uc6a9 \uac00\ub2a5\ud55c \uc2dc\ub098\ub9ac\uc624:<\/strong> \uc2e4\uc2dc\uac04 \ub300\uc2dc\ubcf4\ub4dc, \ub2e4\ucc28\uc6d0 \ucffc\ub9ac, \uc6b4\uc601 \ubaa8\ub2c8\ud130\ub9c1.<\/p>\n<p><strong>\ud575\uc2ec \uc7a5\uc810:<\/strong><\/p>\n<ul>\n<li>\ub192\uc740 \ub3d9\uc2dc\uc131\uacfc \ub192\uc740 \ucc98\ub9ac\ub7c9<\/li>\n<li>\uad6c\uccb4\ud654\ub41c \ubdf0\uc640 \uc5ed\uc778\ub371\uc2a4\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<li>EC2 \ub610\ub294 \ucee8\ud14c\uc774\ub108 \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \ubc30\ud3ec\ud560 \uc218 \uc788\uc73c\uba70, \ud638\uc2a4\ud305 \ubc84\uc804\uc73c\ub85c\ub3c4 \uc81c\uacf5\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p><strong>\ucd94\ucc9c \uc0ac\uc6a9\uc790:<\/strong> \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 \uace0\uc8fc\ud30c \uc751\ub2f5\uc774 \ud544\uc694\ud558\uace0 \uae30\uc220 \ud300\uc5d0 \ud2b9\uc815 \uc6b4\uc601 \ubc0f \uc720\uc9c0 \uad00\ub9ac \uc5ed\ub7c9\uc774 \uc788\ub294 \ud68c\uc0ac\uc785\ub2c8\ub2e4.<\/p>\n<h5>4. BigQuery(\ud074\ub77c\uc6b0\ub4dc \uac04 \ube44\uad50)<\/h5>\n<p>Google Cloud\uc758 \uc11c\ubc84\ub9ac\uc2a4 \ucffc\ub9ac \uc11c\ube44\uc2a4\ub294 \uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \uc804\ub7b5\uc774\ub098 \ud06c\ub85c\uc2a4 \ud074\ub77c\uc6b0\ub4dc \ubd84\uc11d\uc744 \uace0\ub824\ud560 \ub54c \uace0\ub824\ud560 \uac00\uce58\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p><strong>\uc801\uc6a9 \uac00\ub2a5\ud55c \uc2dc\ub098\ub9ac\uc624:<\/strong> \ud074\ub77c\uc6b0\ub4dc \uac04 \ub370\uc774\ud130 \ud1b5\ud569 \ubc0f \ubcf5\uc7a1\ud55c \ucffc\ub9ac \ubd84\uc11d.<\/p>\n<p><strong>\uc7a5\uc810 \ubc0f \ud558\uc774\ub77c\uc774\ud2b8:<\/strong><\/p>\n<ul>\n<li>\ub354\uc6b1 \uac15\ub825\ud55c \ucffc\ub9ac \ucd5c\uc801\ud654 \ud504\ub85c\uadf8\ub7a8<\/li>\n<li>\uc6b0\uc218\ud55c \ubd84\uc11d \uacbd\ud5d8\uacfc \uc2dc\uac01\ud654 \uc9c0\uc6d0;<\/li>\n<li>GCP AI\/ML \ud234\uccb4\uc778\uacfc\uc758 \ub354\uc6b1 \uae34\ubc00\ud55c \ud1b5\ud569.<\/li>\n<\/ul>\n<p><strong>\uc54c\uc544\ucc44\ub2e4:<\/strong> \ub370\uc774\ud130 \ub9c8\uc774\uadf8\ub808\uc774\uc158 \ube44\uc6a9\uacfc \uaddc\uc815 \uc900\uc218 \uc704\ud5d8\uc744 \ud3c9\uac00\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h4 data-start=\"2507\" data-end=\"2521\">\ub300\uc548 \uc120\ud0dd \uc81c\uc548 \ubaa9\ub85d<\/h4>\n<div class=\"_tableContainer_16hzy_1\">\n<div class=\"_tableWrapper_16hzy_14 group flex w-fit flex-col-reverse\" tabindex=\"-1\">\n<table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"2523\" data-end=\"2857\">\n<thead data-start=\"2523\" data-end=\"2577\">\n<tr data-start=\"2523\" data-end=\"2577\">\n<th style=\"text-align: center;\" data-start=\"2523\" data-end=\"2546\" data-col-size=\"sm\">\uc694\uad6c \uc0ac\ud56d \uc720\ud615<\/th>\n<th style=\"text-align: center;\" data-start=\"2546\" data-end=\"2577\" data-col-size=\"sm\">\uad8c\uc7a5 \uc194\ub8e8\uc158<\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"2639\" data-end=\"2857\">\n<tr data-start=\"2639\" data-end=\"2693\">\n<td style=\"text-align: center;\" data-start=\"2639\" data-end=\"2659\" data-col-size=\"sm\">\uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc218\uc900 \ubcf4\uace0 \ubc0f BI \ucffc\ub9ac<\/td>\n<td style=\"text-align: center;\" data-col-size=\"sm\" data-start=\"2659\" data-end=\"2693\">Amazon Redshift \uc11c\ubc84\ub9ac\uc2a4<\/td>\n<\/tr>\n<tr data-start=\"2694\" data-end=\"2748\">\n<td style=\"text-align: center;\" data-start=\"2694\" data-end=\"2714\" data-col-size=\"sm\">\uc77c\uad04 \ucc98\ub9ac \ubc0f \ubcf5\uc7a1\ud55c ETL \uc791\uc5c5<\/td>\n<td style=\"text-align: center;\" data-col-size=\"sm\" data-start=\"2714\" data-end=\"2748\">\uc544\ub9c8\uc874 EMR + \ud504\ub808\uc2a4\ud1a0\/\ud2b8\ub9ac\ub178<\/td>\n<\/tr>\n<tr data-start=\"2749\" data-end=\"2803\">\n<td style=\"text-align: center;\" data-start=\"2749\" data-end=\"2769\" data-col-size=\"sm\">\uc2e4\uc2dc\uac04 \ub300\uc2dc\ubcf4\ub4dc \ubd84\uc11d<\/td>\n<td style=\"text-align: center;\" data-col-size=\"sm\" data-start=\"2769\" data-end=\"2803\">\uc2a4\ud0c0\ub85d\uc2a4\/\ud074\ub9ad\ud558\uc6b0\uc2a4\/\ub4dc\ub8e8\uc774\ub4dc<\/td>\n<\/tr>\n<tr data-start=\"2804\" data-end=\"2857\">\n<td style=\"text-align: center;\" data-start=\"2804\" data-end=\"2822\" data-col-size=\"sm\">\uba40\ud2f0 \ud074\ub77c\uc6b0\ub4dc \ub610\ub294 \ud06c\ub85c\uc2a4 \ud50c\ub7ab\ud3fc \ub370\uc774\ud130 \ubd84\uc11d<\/td>\n<td style=\"text-align: center;\" data-col-size=\"sm\" data-start=\"2822\" data-end=\"2857\">\ube45\ucffc\ub9ac<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<h4>\ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c\uc758 \uc804\ub2ec \uae30\ub2a5<\/h4>\n<p>Amazon Web Services\uc758 \uacf5\uc2dd \uacf5\uc778 \ub300\ub9ac\uc810\uc778 &quot;On the Cloud&quot;\ub294 \uae30\uc5c5 \uc218\uc900\uc758 \ud074\ub77c\uc6b0\ub4dc \ucee8\uc124\ud305 \ubc0f \uc544\ud0a4\ud14d\ucc98 \uad6c\ud604\uc5d0 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \ub370\uc774\ud130 \ubd84\uc11d, \ub370\uc774\ud130\uc6e8\uc5b4\ud558\uc6b0\uc2a4, \ub370\uc774\ud130 \ub808\uc774\ud06c \ub4f1\uc758 \ubd84\uc57c\uc5d0\uc11c \uc131\uc219\ud55c \uc11c\ube44\uc2a4 \uacbd\ud5d8\uc744 \ubcf4\uc720\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc6b0\ub9ac\ub294 \uace0\uac1d\uc5d0\uac8c \uc644\ubcbd\ud55c \ud504\ub85c\uc81d\ud2b8 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uc694\uad6c\uc0ac\ud56d \ud3c9\uac00 \ubc0f \uc194\ub8e8\uc158 \uc120\ud0dd<\/strong>: \uace0\uac1d\uc758 \ud604\uc7ac \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ucc98\uc640 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\ub97c \ubd84\uc11d\ud558\uace0 \uac00\uc7a5 \uc801\ud569\ud55c \ub300\uc548 \uc194\ub8e8\uc158\uc744 \ucc3e\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\uc544\ud0a4\ud14d\ucc98 \uc124\uacc4 \ubc0f \ub9ac\uc18c\uc2a4 \uacc4\ud68d<\/strong>: \uc131\ub2a5 \ubc0f \ube44\uc6a9 \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4\uc640 \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4 \ud504\ub85c\uc138\uc2a4\ub97c \uc0ac\uc6a9\uc790 \uc815\uc758\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ubc30\ud3ec \ubc0f \ub9c8\uc774\uadf8\ub808\uc774\uc158 \uc11c\ube44\uc2a4<\/strong>: \uc6d0\ud65c\ud55c \uc804\ud658\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \uae30\uc874 \ucffc\ub9ac \ub17c\ub9ac\uc640 \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \uc0c8\ub85c\uc6b4 \ud50c\ub7ab\ud3fc\uc73c\ub85c \ub9c8\uc774\uadf8\ub808\uc774\uc158\ud558\ub294 \uac83\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc131\ub2a5 \ucd5c\uc801\ud654 \ubc0f \uc6b4\uc601 \ubc0f \uc720\uc9c0 \uad00\ub9ac \ud638\uc2a4\ud305<\/strong>: Redshift Advisor, Athena Query Tuning \ubc0f \uae30\ud0c0 \uc218\ub2e8\uc744 \ud1b5\ud574 \uc9c0\uc18d\uc801\uc73c\ub85c \ube44\uc6a9\uacfc \ucffc\ub9ac \ud6a8\uc728\uc131\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\ub2f9\uc2e0\uc774 \uc6d0\ud558\ub294\uc9c0 \uc5ec\ubd80<strong>Athena \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/strong>\ub610\ub294 \ub354 \uac15\ub825\ud55c \ud50c\ub7ab\ud3fc\uc73c\ub85c \uc804\ud658\uc744 \uacc4\ud68d\ud558\uace0 \uc788\ub2e4\uba74, \uc6b0\ub9ac\ub294 \ub2e4\uc74c\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<strong>\ub9de\ucda4\ud615 \uae30\uc220 \uc9c0\uc6d0 \ubc0f \ud504\ub85c\uc81d\ud2b8 \uc81c\uacf5 \uc5ed\ub7c9<\/strong>\uace0\uac1d\uc774 \ub370\uc774\ud130 \ubd84\uc11d \ubd84\uc57c\uc5d0\uc11c \ub354\uc6b1 \ud655\uace0\ud55c \uc785\uc9c0\ub97c \ub2e4\uc9c8 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>\ub370\uc774\ud130\uac00 \uc0b0\uc5c5\uc744 \uc8fc\ub3c4\ud568\uc5d0 \ub530\ub77c, \uae30\uc5c5\uc774 \uc9c1\uba74\ud55c \uac00\uc7a5 \ud070 \uacfc\uc81c \uc911 \ud558\ub098\ub294 \ube60\ub974\uac8c \uc99d\uac00\ud558\ub294 \uc815\ud615 \ubc0f \ube44\uc815\ud615 \ub370\uc774\ud130\uc5d0\uc11c \uac00\uce58 \uc788\ub294 \uc815\ubcf4\ub97c \uc5b4\ub5bb\uac8c \ucd94\ucd9c\ud560 \uac83\uc778\uac00\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \ub808\uc774\ud06c \uc544\ud0a4\ud14d\ucc98\uc758 \ubd80\uc0c1\uacfc \ud568\uaed8, Amazon Athena\ub294 \uc11c\ubc84\ub9ac\uc2a4, \uc989\uc2dc \uc0ac\uc6a9 \uac00\ub2a5, \ud22c\uba85\ud55c \uacfc\uae08 \uc2dc\uc2a4\ud15c \ub4f1\uc758 \uc7a5\uc810 \ub355\ubd84\uc5d0 \ub9ce\uc740 \uae30\uc5c5\uc774 \ucd08\uae30 \ub2e8\uacc4\uc758 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 \uc120\ud638\ud558\ub294 \ub3c4\uad6c\ub85c 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