{"id":301,"date":"2017-01-31T11:54:08","date_gmt":"2017-01-31T02:54:08","guid":{"rendered":"http:\/\/www.stechstar.com\/user\/wordpress\/?p=301"},"modified":"2017-01-31T11:54:08","modified_gmt":"2017-01-31T02:54:08","slug":"idg-%eb%b8%94%eb%a1%9c%ea%b7%b8-2017%eb%85%84%ec%97%90-%eb%b2%84%eb%a0%a4%ec%a7%88-%eb%b9%85%eb%8d%b0%ec%9d%b4%ed%84%b0-%eb%8f%84%ea%b5%ac-7%ea%b0%80%ec%a7%80","status":"publish","type":"post","link":"https:\/\/www.stechstar.com\/user\/wordpress\/idg-%eb%b8%94%eb%a1%9c%ea%b7%b8-2017%eb%85%84%ec%97%90-%eb%b2%84%eb%a0%a4%ec%a7%88-%eb%b9%85%eb%8d%b0%ec%9d%b4%ed%84%b0-%eb%8f%84%ea%b5%ac-7%ea%b0%80%ec%a7%80\/","title":{"rendered":"IDG \ube14\ub85c\uadf8 | 2017\ub144\uc5d0 \ubc84\ub824\uc9c8 \ube45\ub370\uc774\ud130 \ub3c4\uad6c 7\uac00\uc9c0"},"content":{"rendered":"

IDG \ube14\ub85c\uadf8 | 2017\ub144\uc5d0 \ubc84\ub824\uc9c8 \ube45\ub370\uc774\ud130 \ub3c4\uad6c 7\uac00\uc9c0<\/h1>\n
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InfoWorld<\/div>\n<\/div>\n
\ube45\ub370\uc774\ud130\ub77c\ub294 \ubaa8\ud5d8\uc774 \uc2dc\uc791\ub41c \uc9c0 \uaf64 \ub410\ub2e4. \uadf8\ub7ec\ub2e4 \ubcf4\ub2c8, \uc774\uc81c \ub354 \uc774\uc0c1 \uc0c8\ub86d\uc9c0 \uc54a\uc740 \uac83\ub4e4\ub3c4 \uc788\ub2e4. \ub354 \ub098\uc544\uac00 \ubc29\ud574\uac00 \ub420 \uc218\ub3c4 \uc788\ub294 \uae30\uc220\ub3c4 \uc788\ub2e4. \ube45\ub370\uc774\ud130\ub294 \ubcc0\ud654\uac00 \ube60\ub978 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uae30\uc220\uc774\ub2e4. \uc77c\ubd80 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub294 \uc0c8\ub85c\uc6b4 \uae30\uc220\uc758 \ud0c4\uc0dd\uc744 \uc54c\ub824\uc8fc\ub294 \uc5ed\ud560\uc744 \ud560 \ubfd0\uc774\ub2e4.<\/p>\n
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Credit: Getty Images Bank<\/em><\/p>\n

\ud5a5\ud6c4 \uc218\ub144 \ub3d9\uc548 \uae30\uc220\ub4e4\uc758 \uc5c5\uadf8\ub808\uc774\ub4dc\uc640 \uad50\uccb4\uac00 \ube45\ub370\uc774\ud130 \ub3c4\uc785\uc758 \uc131\uacf5\uacfc \uc2e4\ud328\ub97c \uc88c\uc9c0\uc6b0\uc9c0 \ud560 \uc218\ub3c4 \uc788\ub2e4. \uc774\uc5d0 \uad50\uccb4\ub97c \uace0\ub824\ud574\uc57c \ud560 \uae30\uc220\ub4e4\uc744 \uc815\ub9ac\ud574\ubd24\ub2e4.<\/p>\n

1. \ub9f5\ub9ac\ub4c0\uc2a4(MapReduce) <\/strong>
\n\ub9f5\ub9ac\ub4c0\uc2a4\ub294 \ub290\ub9ac\ub2e4. \ubb38\uc81c \ud574\uacb0\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \ub3c4\uad6c \uc5ed\ud560\uc744 \ud558\ub294 \uacbd\uc6b0\uac00 \uc815\ub9d0 \ub4dc\ubb3c\ub2e4. \ub9f5\ub9ac\ub4c0\uc2a4\ub97c ‘\ubd80\ubd84 \uc9d1\ud569’\uc73c\ub85c \uac04\uc8fc\ud560 \uc218 \uc788\ub294 \uac00\uc7a5 \ud754\ud55c DAG(Directed Acyclic Graph) \uae30\uc220 \ub4f1 \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uc54c\uace0\ub9ac\uc998\ub4e4\uc774 \ub9ce\ub2e4.
\n\ub9de\ucda4\ud615 \ub9f5\ub9ac\ub4c0\uc2a4 \uc791\uc5c5\uc744 \ub9ce\uc774 \ud588\ub2e4\uba74, \uc2a4\ud30c\ud06c(Spark)\uc640\uc758 \uc131\ub2a5 \ucc28\uc774\ub9cc\uc73c\ub85c\ub3c4 \uad50\uccb4\uc5d0 \uc218\ubc18\ub418\ub294 \ube44\uc6a9\uacfc \ub178\ub825\uc744 \uc815\ub2f9\ud654\ud560 \uc218 \uc788\uc744 \uac83\uc774\ub2e4.<\/p>\n

2. \uc2a4\ud1b0(Storm) <\/strong>
\n\uc2a4\ud30c\ud06c\uac00 \uc2a4\ud2b8\ub9ac\ubc0d \uc138\uc0c1\uc744 \uc9d1\uc5b4 \uc0bc\ud0ac \uac83\uc774\ub77c\uace0 \ub9d0\ud558\uc9c0\ub294 \uc54a\uaca0\ub2e4. \uadf8\ub7ec\ub098 \uc544\ub9c8 \uadf8\ub7f4 \uac83\uc774\ub2e4. \ub610 \uc5d0\uc774\ud399\uc2a4(Apex)\uc640 \ud50c\ub9b0\ud06c(Flink) \ub4f1 \uc131\ub2a5\uacfc \ub808\uc774\ud134\uc2dc\uac00 \uc2a4\ud1b0\ubcf4\ub2e4 \uc6b0\uc218\ud55c \uc2a4\ud30c\ud06c \ub300\uc548\ub4e4\uc774 \uc874\uc7ac\ud55c\ub2e4.
\n\ub610\ud55c \ub808\uc774\ud134\uc2dc \ud5c8\uc6a9 \ud55c\ub3c4\ub97c \ud3c9\uac00\ud558\uace0, \uc800 \uc218\uc900\uc5d0\uc11c\uc758 \ud55c\uce35 \ubcf5\uc7a1\ud55c \ucf54\ub4dc\uc758 \ubc84\uadf8\uac00 \uba87 ms\uc758 \uac00\uce58\uac00 \uc788\ub294\uc9c0 \uc0dd\uac01\ud574\ubd10\uc57c \ud55c\ub2e4. \uc2a4\ud1b0\uc740 \uc9c0\uc6d0\uc774 \ubbf8\ud761\ud558\ub2e4. \ud638\ud2bc\uc6cd\uc2a4(Hortonworks)\uac00 \uc720\uc77c\ud558\ub2e4. \uadf8\ub807\uc9c0\ub9cc \ud638\ud2bc\uc6cd\uc2a4\uac00 \uc9c1\uba74\ud558\ub294 \uc2dc\uc7a5 \uc555\ub825\uc774 \ub192\uc544\uc9c0\uace0 \uc788\ub2e4\ub294 \uc810\uc744 \uac10\uc548\ud558\uba74, \uc2a4\ud1b0\uc774 \ub354 \ud070 \uc8fc\ubaa9\uc744 \ub04c \ud655\ub960\uc740 \ub0ae\ub2e4.<\/p>\n

3. \ud53c\uadf8(Pig)<\/strong>
\n\uc2a4\ud30c\ud06c \ub4f1 \uc644\ubcbd\ud55c \ub300\uc548 \uae30\uc220\uc774 \ub9ce\ub2e4. \ucc98\uc74c\uc5d0\ub294 \ud53c\uadf8\uac00 \ube45\ub370\uc774\ud130\uc5d0 \uaf64 \uc88b\uc740 ‘PL\/SQL’\ub85c \ubcf4\uc77c\uc9c0 \ubaa8\ub974\uaca0\ub2e4. \uadf8\ub7ec\ub098 \uace7 \uc870\uae08 \uc774\uc0c1\ud558\ub2e4\ub294 \uc810\uc744 \ubc1c\uacac\ud560 \uac83\uc774\ub2e4.<\/p>\n

4. \uc790\ubc14(Java) <\/strong>
\nJVM(Java virtual machine)\uc774 \uc544\ub2cc \uc5b8\uc5b4\ub97c \uc758\ubbf8\ud55c\ub2e4. \ube45\ub370\uc774\ud130 \uc6a9\uc73c\ub85c\ub294 \uc2e0\ud0dd\uc2a4(syntax)\uac00 \ubb34\uac81\ub2e4. \ub610\ud55c \ub78c\ub2e4(Lambda)\uc640 \uac19\uc740 \uc0c8\ub85c\uc6b4 \uc544\ud0a4\ud14d\ucc98\uac00 \uc774\uc0c1\ud55c \ubc29\uc2dd\uc73c\ub85c \uacb0\ud569\ub418\uc5c8\ub2e4. \ube45\ub370\uc774\ud130\uc758 \uc0c1\ub2f9 \ubd80\ubd84\uc774 \uc2a4\uce7c\ub77c(Scala)\uc640 \ud30c\uc774\uc36c(Python)\uc73c\ub85c \uc774\ub3d9\ud588\ub2e4. \ud6c4\uc790\ub294 \uc131\ub2a5 \uc800\ud558\ub97c \uac10\ub2f9\ud560 \uc218 \uc788\uc9c0\ub9cc \ud30c\uc774\uc36c \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \ud544\uc694\ud558\uac70\ub098, \ud30c\uc774\uc36c \uac1c\ubc1c\uc790\uac00 \ub9ce\uc744 \ub54c \uc801\ud569\ud55c\ub2e4.
\n\ubb3c\ub860 \ud1b5\uacc4\uc5d0 R\uc744 \uc774\uc6a9\ud560 \uc218\ub3c4 \uc788\ub2e4. \uadf8\ub7ec\ub098 R\uc758 \uc2a4\ucf00\uc77c \uae30\ub2a5\uc774 \ubbf8\ud761\ud558\uae30 \ub54c\ubb38\uc5d0 \ud30c\uc774\uc36c\uc73c\ub85c \uc62e\uaca8\uc57c \ud55c\ub2e4.<\/p>\n

5. \ud14c\uc988(Tez) <\/strong>
\n\ud14c\uc988\ub294 \ub610 \ub2e4\ub978 \ud638\ud2bc\uc6cd\uc2a4\uc758 \ud3ab \ud504\ub85c\uc81d\ud2b8(\uacf5\uac10\ub300\ub098 \uc911\uc694\uc131\uc774 \uc544\ub2cc, \uac1c\uc778\uc801\uc778 \uc120\ud638\ub3c4\ub85c \ucd94\uc9c4\ub41c \ud504\ub85c\uc81d\ud2b8)\uc774\ub2e4. DAG\ub97c \uad6c\ud604\ud55c \uae30\uc220\uc774\ub2e4. \uadf8\ub7ec\ub098 \uc2a4\ud30c\ud06c\uc640 \ub2e4\ub974\ub2e4. \uac1c\ubc1c\uc790 \uac00\uc6b4\ub370 \ud55c \uba85\uc740 \uc774\ub97c ‘\uc5b4\uc148\ube14\ub9ac \uc5b8\uc5b4’\ub77c\uace0 \uc124\uba85\ud588\ub2e4.
\n\ud638\ud2bc\uc6cd\uc2a4 \ubc30\ud3ec\ud310\uc758 \uacbd\uc6b0 \ud14c\uc988\uc640 \ud558\uc774\ube0c(Hive), \ub2e4\ub978 \ub3c4\uad6c\ub97c \uc774\uc6a9\ud560 \uc218 \ubc16\uc5d0 \uc5c6\uc744 \uac83\uc774\ub2e4. \uadf8\ub7ec\ub098 \uc544\ub9c8 \ub2e4\ub978 \ubc30\ud3ec\ud310\uc5d0\uc11c\ub294 \uc2a4\ud30c\ud06c \uc5d4\uc9c4\uc744 \uc774\uc6a9\ud558\uace0 \uc788\uc744\uc9c0\ub3c4 \ubaa8\ub974\uaca0\ub2e4.
\n\ud14c\uc988\ub294 \ubc84\uadf8\uac00 \ub9ce\ub2e4. \ud2b9\ud788 \ud2b9\uc815 \ud55c \ubca4\ub354\uc758 \ud504\ub85c\uc81d\ud2b8\ub2e4. \ub530\ub77c\uc11c \ub2e4\ub978 \uae30\uc220\uc774\ub098 \ucee4\ubba4\ub2c8\ud2f0\uc758 \uc9c0\uc6d0\uc744 \ubc1b\uc9c0 \ubabb\ud55c\ub2e4. \ub2e4\ub978 \uc194\ub8e8\uc158\uc5d0\uc11c\ub294 \ucc3e\uc544\ubcfc \uc218 \uc5c6\ub294 \ud655\uc2e4\ud55c \uc7a5\uc810\ub3c4 \uc5c6\ub2e4. \uac1c\uc778\uc801\uc73c\ub85c \uc815\ub9ac\ub420 \uac83\uc73c\ub85c \ud310\ub2e8\ub418\ub294 \uc5d4\uc9c4\uc774\ub2e4.<\/p>\n

6. \uc6b0\uc9c0(Oozie) <\/strong>
\n\ud544\uc790\ub294 \uc624\ub798 \uc804\ubd80\ud130 \uc6b0\uc9c0\ub97c \uc2eb\uc5b4\ud588\ub2e4. \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uc5d4\uc9c4\uc774 \uc544\ub2c8\ub2e4. \uadf8\ub807\ub2e4\uace0 \uc2a4\ucf00\uc904\ub7ec\ub3c4 \uc544\ub2c8\ub2e4. \uadf8\ub7f0\ub370 \ub458\ub2e4 \ub41c\ub2e4. \ub3d9\uc2dc\uc5d0 \ub458\ub2e4 \ub418\uc9c0 \uc54a\uae30\ub3c4 \ud55c\ub2e4. \uac8c\ub2e4\uac00 \ubc84\uadf8\ud22c\uc131\uc774\ub2e4. \uc2a4\ud2b8\ub9bc\uc14b(StreamSet), DAG \uad6c\ud604 \uae30\uc220 \ub4f1 \uc6b0\uc9c0\uc758 \ub300\ubd80\ubd84 \uae30\ub2a5\uc744 \ub300\uc2e0\ud574 \uc904 \ub300\uc548\ub4e4\uc774 \ub9ce\ub2e4.<\/p>\n

7. \ud50c\ub8f8(Flume)<\/strong>
\n\uc2a4\ud2b8\ub9bc\uc14b\uacfc \uce74\ud504\uce74(Kafka) \ub4f1 \ud50c\ub8f8\uc758 \ub300\uc548\uc774 \ub420 \uc218 \uc788\ub294 \uc194\ub8e8\uc158\uc774 \ub9ce\ub2e4. 2015\ub144 5\uc6d4 20\uc77c \ubc1c\ud45c\ub294 \ud50c\ub8f8\uc774 \uad6c\uc2dd \uae30\uc220\uc784\uc744 \uc54c\ub824\uc900\ub2e4. \uc5f0\uac04 \ub300\ube44 ‘\ud65c\ub3d9 \uc218\uc900’\uc744 \ud655\uc778\ud574\ubcf4\uae30 \ubc14\ub780\ub2e4. \ubab8\ub3c4 \ub9c8\uc74c\ub3c4 \ub5a0\ub0ac\ub2e4. \ub2e4\ub978 \uae30\uc220\ub85c \uc62e\uaca8\uac00\uc57c \ud560 \ub54c\ub2e4.<\/p>\n

\uc5b8\uae09\ud55c \ub3c4\uad6c\ub4e4\uc744 \uc544\ub9c8 2018\ub144\uae4c\uc9c0\ub294 \ubc97\uc5b4\ub098\uc57c \ud560 \uc9c0 \ubaa8\ub978\ub2e4. \ub610 \ubb34\uc2a8 \uae30\uc220\uc774 \uc788\uc744\uae4c? \uad6c\uc2dd\uc774\uc9c0\ub9cc, \uc644\ubcbd\ud55c \ub300\uc548 \uae30\uc220\uc774 \uad6c\ud604\ub418\uc9c0 \uc54a\uc544 \uc785\uc9c0\uac00 \ub0a8\uc544\uc788\ub294 \uae30\uc220\ub4e4\ub3c4 \uc788\ub2e4. \ud558\uc9c0\ub9cc \uc774\ub4e4\uc740 \ud5a5\ud6c4 \uad50\uccb4\uc5d0 \ub300\ube44\ud574\uc57c \ud560 \uae30\uc220\ub4e4\uc774\ub2e4.<\/p>\n

1. \ud558\uc774\ube0c(Hive) <\/strong>
\n\uc9c0\ub098\uce60 \uc815\ub3c4\ub85c \ubb38\uc81c\uac00 \ub9ce\ub2e4. \uadf8\ub7ec\ub098 \ud558\uc774\ube0c\ub294 \ucd5c\uc18c \uc218\uc900\uc5d0\uc11c\ub098\ub9c8 \uc131\ub2a5\uc744 \ucda9\uc871\ud558\ub294 \ubd84\uc0b0\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub2e4. RDBMS\ub4e4\uc774 40\ub144 \ub3d9\uc548 \ucd5c\uace0 \uae30\uc220\uc784\uc744 \uc785\uc99d\ud588\ub2e4\uba74, \uc774\ub7f0 \uad34\ubb3c\uc774 \ub4f1\uc7a5\ud558\uc9c0 \uc54a\uc558\uc744 \uac83\uc774\ub77c\ub294 \uc810\uc5d0 \uc720\ub150\ud560 \ud544\uc694\uac00 \uc788\ub2e4.<\/p>\n

2. HDFS<\/strong>
\n\uc790\ubc14\uc5d0\uc11c \uc2dc\uc2a4\ud15c \uc218\uc900 \uc11c\ube44\uc2a4\ub97c \uac1c\ubc1c\ud558\ub294 \uac83\uc740 \uc369 \uc88b\uc740 \uc0dd\uac01\uc774 \uc544\ub2c8\ub2e4. \uc790\ubc14\uc758 \uba54\ubaa8\ub9ac \uad00\ub9ac \ub2a5\ub825 \ub54c\ubb38\uc5d0 \uc18d\ub3c4\uac00 \uc870\uae08 \ub290\ub824\uc9c0\uae30\ub3c4 \ud55c\ub2e4. HDFS \ub124\uc784\ub178\ub4dc(NameNode)\ub294 \ubaa8\ub4e0 \ubd84\uc57c\uc5d0\uc11c \uc774\uc0c1\uc801\uc774\uc9c0 \ubabb\ud558\uba70, \ubcd1\ubaa9\uc744 \ubc1c\uc0dd\uc2dc\ud0a8\ub2e4.
\n\uc5ec\ub7ec \ubca4\ub354\uac00 \uc774\ub97c \uac1c\uc120\ud558\uae30 \uc704\ud55c \ud3b8\ubc95\uc744 \uac1c\ubc1c\ud588\ub2e4. \uadf8\ub7ec\ub098 \ub354 \uc88b\uc740 \uac83\ub4e4\uc774 \uc874\uc7ac\ud55c\ub2e4. \ub2e4\ub978 \ubd84\uc0b0\ud615 \ud30c\uc77c \uc2dc\uc2a4\ud15c\ub4e4\uc774 \uc788\ub2e4. \ub9f5\uc54c-FS(MapR-FS)\ub294 \uaf64 \uc798 \uc124\uacc4\ub41c \uae30\uc220\uc774\ub2e4. \ub610 \uae00\ub7ec\uc2a4\ud130(Gluster) \uac19\uc740 \uae30\uc220\ub3c4 \uc788\ub2e4.<\/p>\n

\ubbf8\ub798\ub97c \ub0b4\ub2e4\ubcf4\uba74\uc11c, \uc720\ub9dd\ud574 \ubcf4\uc774\uc9c0\ub9cc \ub178\ud6c4\ud654 \ub420 \uae30\uc220\ub4e4\uc744 \ucc3e\uc544 \uc815\ub9ac\ud560 \uc2dc\uae30\ub2e4. \uc9c0\uae08\uae4c\uc9c0 \uadf8\ub7f0 \uae30\uc220\ub4e4\uc744 \uace8\ub77c\ubd24\ub2e4. \ud639\uc2dc \ub354 \ucd94\uac00\ud560 \uae30\uc220\uc774 \uc788\ub294\uac00? editor@itworld.co.kr<\/p>\n

[\ucd9c\ucc98] http:\/\/www.itworld.co.kr\/print\/101665<\/a><\/p>\n<\/div>\n

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IDG \ube14\ub85c\uadf8 | 2017\ub144\uc5d0 \ubc84\ub824\uc9c8 \ube45\ub370\uc774\ud130 \ub3c4\uad6c 7\uac00\uc9c0 InfoWorld \ube45\ub370\uc774\ud130\ub77c\ub294 \ubaa8\ud5d8\uc774 \uc2dc\uc791\ub41c \uc9c0 \uaf64 \ub410\ub2e4. \uadf8\ub7ec\ub2e4 \ubcf4\ub2c8, \uc774\uc81c \ub354 \uc774\uc0c1 \uc0c8\ub86d\uc9c0 \uc54a\uc740 \uac83\ub4e4\ub3c4 \uc788\ub2e4. \ub354 \ub098\uc544\uac00 \ubc29\ud574\uac00 \ub420 \uc218\ub3c4 \uc788\ub294 \uae30\uc220\ub3c4 \uc788\ub2e4. \ube45\ub370\uc774\ud130\ub294 \ubcc0\ud654\uac00 \ube60\ub978 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uae30\uc220\uc774\ub2e4. \uc77c\ubd80 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub294 \uc0c8\ub85c\uc6b4 \uae30\uc220\uc758 \ud0c4\uc0dd\uc744 \uc54c\ub824\uc8fc\ub294 \uc5ed\ud560\uc744 \ud560 \ubfd0\uc774\ub2e4. Credit: Getty Images Bank \ud5a5\ud6c4 \uc218\ub144 \ub3d9\uc548 \uae30\uc220\ub4e4\uc758 \uc5c5\uadf8\ub808\uc774\ub4dc\uc640 […]<\/p>\n

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