{"id":1863,"date":"2015-01-13T17:47:30","date_gmt":"2015-01-13T17:47:29","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=1863"},"modified":"2015-01-13T17:47:30","modified_gmt":"2015-01-13T17:47:29","slug":"lamda-architecture-and-beyond-with-nosql","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/lamda-architecture-and-beyond-with-nosql\/","title":{"rendered":"NoSQL\uc744 \uc0ac\uc6a9\ud558\ub294 \ub78c\ub2e4 \uc544\ud0a4\ud14d\ucc98"},"content":{"rendered":"

\ubaa8\ub4e0 \ub370\uc774\ud130\ub97c \uc5b4\ub5bb\uac8c \ubd84\uc11d\ud560 \uc218 \uc788\uc744\uae4c\uc694? \uc989, \uc9c0\uae08 \uc774 \uc21c\uac04\uc744 \uae30\uc900\uc73c\ub85c \ubaa8\ub4e0 \ub370\uc774\ud130\ub97c \uc5b4\ub5bb\uac8c \ubd84\uc11d\ud560 \uc218 \uc788\uc744\uae4c\uc694?<\/p>\n

\ud558\ub461\uc740 \ub9ce\uc740 \uc591\uc758 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \ubd84\uc11d\ud558\uae30 \uc704\ud55c \uc0ac\uc2e4\uc0c1\uc758 \ud45c\uc900\uc774\uc9c0\ub9cc, \uc5b4\ub5bb\uac8c \uc800\uc7a5\ub420\uae4c\uc694? \uc5b4\ub5bb\uac8c \ubd84\uc11d\ud560\uae4c\uc694? \uba3c\uc800, \uc77c\uad04\uc801\uc73c\ub85c \uac00\uc838\uc635\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c, \uc77c\uad04 \ucc98\ub9ac\ub429\ub2c8\ub2e4. \ud575\uc2ec \ub2e8\uc5b4\ub294? \ubc30\uce58\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \ubc30\uce58\ub97c \uac00\uc838\uc624\uac70\ub098 \ucc98\ub9ac\ud558\ub294 \ub3d9\uc548 \ub370\uc774\ud130\ub294 \uacc4\uc18d \uc0dd\uc131\ub429\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \ud558\ub8e8\uc5d0 \ud55c \ubc88\ub9cc \uac00\uc838\uc624\ub294 \uacbd\uc6b0, Hadoop\uc758 \ub370\uc774\ud130\ub294 \ubd88\uc644\uc804\ud569\ub2c8\ub2e4. \ud558\ub8e8\uc758 \ub370\uc774\ud130\uac00 \ub204\ub77d\ub41c \uac83\uc785\ub2c8\ub2e4. \ucc98\ub9ac\uc5d0 1\uc2dc\uac04\uc774 \ud544\uc694\ud55c \uacbd\uc6b0 \uacb0\uacfc\uac00 \ubd88\uc644\uc804\ud55c \uac83\uc785\ub2c8\ub2e4. \uc785\ub825\uc5d0 \ud55c \uc2dc\uac04 \ubd84\ub7c9\uc758 \ub370\uc774\ud130\uac00 \ub204\ub77d\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

\ubd84\uc11d\uc5d0 \ub9c8\uc9c0\ub9c9 \uc21c\uac04\uc5d0 \uc0dd\uc131\ub41c \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud574\uc57c \ud558\ub294 \uacbd\uc6b0 \uc5b4\ub5bb\uac8c \ud574\uc57c \ud560\uae4c\uc694?<\/p>\n

\ub78c\ub2e4 \uc544\ud0a4\ud14d\ucc98\ub294 \uc2a4\ud2b8\ub9bc \ud504\ub85c\uc138\uc11c\uc778 Storm\uc758 \ucc3d\uc2dc\uc790 \ub124\uc774\uc120 \ub9c8\uce20\uac00 \uc815\uc758\ud55c \uc544\ud0a4\ud14d\ucc98\uc785\ub2c8\ub2e4.<\/p>\n

\ub370\uc774\ud130\uac00 \uc5f0\uc18d\uc801\uc778 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc73c\ub85c \ucc98\ub9ac\ub41c\ub2e4\uba74 \uc5b4\ub5a8\uae4c\uc694? \ub370\uc774\ud130\uac00 \uc0dd\uc131\ub418\uba74 \uc800\uc7a5\ub418\uae30 \uc804\uc5d0 \ucc98\ub9ac\ub429\ub2c8\ub2e4. \uc774\uc81c \ubd84\uc11d\uc5d0\ub294 \ubaa8\ub4e0 \ub370\uc774\ud130\uac00 \uc544\ub2c8\ub77c \ub4e4\uc5b4\uc624\ub294 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uc5ec \uc9c0\ub09c 1\ucd08, \uc9c0\ub09c 1\ubd84 \ub610\ub294 \uc9c0\ub09c \uc2dc\uac04\uc5d0 \uc0dd\uc131\ub41c \ub370\uc774\ud130\ub3c4 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

Hadoop\uc5d0\uc11c \ucc98\ub9ac\ub41c \ub370\uc774\ud130\uc640 \uc2a4\ud2b8\ub9bc \ud504\ub85c\uc138\uc11c\uc5d0\uc11c \ucc98\ub9ac\ub41c \ub370\uc774\ud130\ub97c \uacb0\ud569\ud560 \uc218 \uc788\ub2e4\uba74 \uc9c0\uae08 \uc774 \uc21c\uac04 \uc0dd\uc131\ub418\ub294 \ubaa8\ub4e0 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

<\/p>\n

\uba54\uc2dc\uc9d5<\/strong><\/p>\n

\ubd84\uc0b0 \uba54\uc2dc\uc9d5 \uc2dc\uc2a4\ud15c(Kafka, JMS \ub610\ub294 AMQP)\uc740 \ub192\uc740 \ucc98\ub9ac\ub7c9\uacfc \uc9e7\uc740 \uc9c0\uc5f0 \uc2dc\uac04\uc73c\ub85c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \ub370 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n

\uc2a4\ud2b8\ub9bc \ucc98\ub9ac(\uc18d\ub3c4 \ub808\uc774\uc5b4)<\/strong><\/p>\n

\ubd84\uc0b0\ud615 \uc2a4\ud2b8\ub9bc \ucc98\ub9ac \uc2dc\uc2a4\ud15c(Storm, Spark Streaming)\uc740 \ub4e4\uc5b4\uc624\ub294 \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd84\uc11d\ud558\ub294 \ub370 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. Storm\uc740 \uac1c\ubcc4 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \ubc18\uba74, Spark Streaming\uc740 \uc18c\uaddc\ubaa8 \ub370\uc774\ud130 \ubc30\uce58\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4.<\/p>\n

Hadoop(\ubc30\uce58 \ub808\uc774\uc5b4)<\/strong><\/p>\n

Hadoop\uc740 \uc6d0\uc2dc \ub370\uc774\ud130 \ubc30\uce58\ub97c \uc800\uc7a5\ud558\uace0 MapReduce\/Pig \ub610\ub294 Spark\ub85c \ucc98\ub9ac\ud569\ub2c8\ub2e4.<\/p>\n

\ub370\uc774\ud130\ubca0\uc774\uc2a4<\/strong><\/p>\n

\ubd84\uc0b0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc2a4\ud2b8\ub9bc \ud504\ub85c\uc138\uc11c\uc5d0\uc11c \uc0dd\uc131\ub41c \ucc98\ub9ac\ub41c \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\ub294 \ub370 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \uc2a4\ud2b8\ub9bc \ud504\ub85c\uc138\uc11c\ub294 \uc6d0\uc2dc \ub370\uc774\ud130\ub098 \ucc98\ub9ac\ub41c \ub370\uc774\ud130\ub97c \ubaa8\ub450 \uc800\uc7a5\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc2a4\ud2b8\ub9bc \ud504\ub85c\uc138\uc11c\uc758 \ub192\uc740 \ucc98\ub9ac\ub7c9, \uc9e7\uc740 \uc9c0\uc5f0 \uc2dc\uac04 \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud560 \uc218 \uc788\uc5b4\uc57c \ubcd1\ubaa9 \ud604\uc0c1\uc774 \ubc1c\uc0dd\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc560\ud50c\ub9ac\ucf00\uc774\uc158(\uc11c\ube59 \ub808\uc774\uc5b4)<\/strong><\/p>\n

\uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 Hadoop\uacfc \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubaa8\ub450\uc5d0\uc11c \ucc98\ub9ac\ub41c \ub370\uc774\ud130\ub97c \ucffc\ub9ac\ud558\uc5ec \uacb0\uacfc\uc5d0 \ub300\ud55c \uc804\uccb4 \ubcf4\uae30\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 SQL\uc744 \uc0ac\uc6a9\ud558\uc5ec Couchbase Server\ub97c \ucffc\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4( N1QL<\/a>) \ubc0f\/\ub610\ub294 \uc870\ud68c\uc218<\/a>\ubc0f Hive \ub610\ub294 Impala\/Drill\uc774 \ud3ec\ud568\ub41c Hadoop.<\/p>\n

\ucc98\ub9ac\ub41c \ub370\uc774\ud130, \ubc30\uce58 \ubc0f \uc2a4\ud2b8\ub9ac\ubc0d\uc744 \ucffc\ub9ac\ud558\ub294 \uac83\uc774 \uc544\uc774\ub514\uc5b4\ub77c\uba74 \ucc98\ub9ac\ub41c \ubaa8\ub4e0 \ub370\uc774\ud130\ub97c \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \uc800\uc7a5\ud558\uc5ec \uc11c\ubc84 \uacc4\uce35\uc774 \ub418\ub294 \uac83\uc740 \uc5b4\ub5a8\uae4c\uc694?<\/p>\n

<\/p>\n

\ucc98\ub9ac\ub41c \ub370\uc774\ud130\ub97c Hadoop\uc5d0 \uc800\uc7a5\ud558\uace0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c \ub0b4\ubcf4\ub0b4\uac70\ub098 \ucc98\ub9ac\ub41c \ub370\uc774\ud130\ub97c \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \uc800\uc7a5\ud558\ub294 \ub450 \uac00\uc9c0 \uc635\uc158\uc774 \uc788\uc2b5\ub2c8\ub2e4. Sqoop\uc6a9 \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c Hadoop\uc5d0\uc11c Couchbase Server\ub85c \ub0b4\ubcf4\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

Couchbase Server\ub97c \uc0ac\uc6a9\ud558\uba74 \ucc98\ub9ac\ub41c \ub370\uc774\ud130\ub97c \ud0a4\/\uac12 API\ub85c \uc561\uc138\uc2a4\ud558\uac70\ub098 SQL\ub85c \ucffc\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4( N1QL<\/a>). \ub610\ud55c \ucc98\ub9ac\ub41c \ub370\uc774\ud130\ub294 \ub2e4\uc74c\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucd94\uac00 \ucc98\ub9ac \ubc0f \ucffc\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc870\ud68c\uc218<\/a>. \ubdf0\ub294 \ub370\uc774\ud130\ub97c \uc815\ub82c, \ud544\ud130\ub9c1 \ubc0f \uc9d1\uacc4\ud558\uae30 \uc704\ud574 \ub9f5\/\ucd95\uc18c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uad6c\ud604\ub418\uc9c0\ub9cc \uc99d\ubd84 \uc5c5\ub370\uc774\ud2b8\ub97c \ud65c\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n

\ucc38\uace0<\/strong><\/p>\n

Hadoop\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. Hadoop \uc5c6\uc774\ub3c4 Spark\ub97c \ubc30\ud3ec\ud560 \uc218 \uc788\uc9c0\ub9cc, Cloudera, Hortonworks \ubc0f MapR\uc758 \ubc30\ud3ec\ud310\uc5d0\ub294 \uc774 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. Hadoop\uc740 \ub9ce\uc740 \uc6d0\uc2dc \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0, Spark\ub294 \uc774\ub97c \ucc98\ub9ac\ud558\uba70, \ub370\uc774\ud130 \ub85c\uceec\ub9ac\ud2f0\uac00 \uc911\uc694\ud569\ub2c8\ub2e4. \ub610\ud55c Hadoop\uc740 Spark \uadf8 \uc774\uc0c1\uc785\ub2c8\ub2e4. \ub9f5\ub9ac\ub4c0\uc2a4\uc640 \ud53c\uadf8\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. Hive\ub3c4 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub370\ub77c \uc5d4\ud130\ud504\ub77c\uc774\uc988\uc5d0\ub294 \uc784\ud314\ub77c, \ud638\ud2bc\uc6cd\uc2a4 \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc\uc5d0\ub294 \ud14c\uc988, \ub9f5\uc54c\uc5d0\ub294 \ub4dc\ub9b4\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n

NoSQL \uacf5\uae09\uc5c5\uccb4\uac00 \uc554\uc2dc\ud558\ub294 \uac83\uacfc\ub294 \ub2ec\ub9ac, \uc800\ub294 \uc5ec\ub7ec\ubd84\uc744 DataStax\ub85c \ubcf4\uace0 \uc788\uc9c0\ub9cc, Hadoop\uacfc NoSQL \ubaa8\ub450 \ud544\uc694\ud569\ub2c8\ub2e4. NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 Spark\uc640\uc758 \ud1b5\ud569\uc744 \ud1b5\ud574 Hadoop\uc744 \ub300\uccb4\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"

How can you analyze all data? That is to say, how can you analyze all data as of this moment? Hadoop is the de facto standard for storing and analyzing a lot of data, a lot, but how is it […]<\/p>","protected":false},"author":13,"featured_media":13873,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"ppma_author":[9000],"class_list":["post-1863","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"acf":[],"yoast_head":"\nLambda Architecture with NoSQL - The Couchbase Blog<\/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\/lamda-architecture-and-beyond-with-nosql\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Lambda Architecture with NoSQL\" \/>\n<meta property=\"og:description\" content=\"How can you analyze all data? 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