{"id":475877,"date":"2023-08-09T07:24:43","date_gmt":"2023-08-09T07:24:43","guid":{"rendered":""},"modified":"2023-09-05T11:11:30","modified_gmt":"2023-09-05T11:11:30","slug":"apache-hadoop","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/kr\/wiki\/apache-hadoop\/","title":{"rendered":"\uc544\ud30c\uce58 \ud558\ub461"},"content":{"rendered":"

Apache Hadoop\uc740 \uc0c1\uc6a9 \ud558\ub4dc\uc6e8\uc5b4 \ud074\ub7ec\uc2a4\ud130 \uc804\uccb4\uc5d0\uc11c \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \uc27d\uac8c \ucc98\ub9ac\ud558\uace0 \uc800\uc7a5\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub41c \uac15\ub825\ud55c \uc624\ud508 \uc18c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. Doug Cutting\uacfc Mike Cafarella\uac00 \uac1c\ubc1c\ud55c Hadoop\uc758 \uae30\uc6d0\uc740 MapReduce \ubc0f Google \ud30c\uc77c \uc2dc\uc2a4\ud15c(GFS) \uac1c\ub150\uc5d0 \ub300\ud55c Google\uc758 \uc120\uad6c\uc801\uc778 \uc791\uc5c5\uc5d0\uc11c \uc601\uac10\uc744 \ubc1b\uc740 2005\ub144\uc73c\ub85c \uac70\uc2ac\ub7ec \uc62c\ub77c\uac11\ub2c8\ub2e4. Doug Cutting\uc758 \uc544\ub4e4\uc758 \uc7a5\ub09c\uac10 \ucf54\ub07c\ub9ac \uc774\ub984\uc744 \ub534 \uc774 \ud504\ub85c\uc81d\ud2b8\ub294 \ucc98\uc74c\uc5d0\ub294 Apache Nutch \uc6f9 \uac80\uc0c9 \uc5d4\uc9c4\uc758 \uc77c\ubd80\uc600\uc9c0\ub9cc \ub098\uc911\uc5d0\ub294 \ub3c5\ub9bd\ud615 Apache \ud504\ub85c\uc81d\ud2b8\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

Apache Hadoop\uc758 \uc720\ub798\uc640 \ucd5c\ucd08 \uc5b8\uae09\uc758 \uc5ed\uc0ac<\/h2>\n

\uc55e\uc11c \uc5b8\uae09\ud588\ub4ef\uc774 Apache Hadoop\uc740 \uc624\ud508 \uc18c\uc2a4 \uc6f9 \uac80\uc0c9 \uc5d4\uc9c4\uc744 \ub9cc\ub4dc\ub294 \uac83\uc744 \ubaa9\ud45c\ub85c \ud558\ub294 Apache Nutch \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \ud0c4\uc0dd\ud588\uc2b5\ub2c8\ub2e4. 2006\ub144\uc5d0 \uc57c\ud6c4! \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac \uc791\uc5c5\uc5d0 Hadoop\uc744 \ud65c\uc6a9\ud558\uc5ec Hadoop \uac1c\ubc1c\uc744 \ubc1c\uc804\uc2dc\ud0a4\ub294 \ub370 \uc911\ucd94\uc801\uc778 \uc5ed\ud560\uc744 \ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc6c0\uc9c1\uc784\uc740 Hadoop\uc744 \uac01\uad11\ubc1b\uac8c \ud558\uace0 \ub3c4\uc785\uc744 \ube60\ub974\uac8c \ud655\ub300\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

Apache Hadoop\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uc815\ubcf4<\/h2>\n

Apache Hadoop\uc740 \uc5ec\ub7ec \ud575\uc2ec \uad6c\uc131 \uc694\uc18c\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc73c\uba70 \uac01\uac01\uc740 \ub370\uc774\ud130 \ucc98\ub9ac\uc758 \ub2e4\uc591\ud55c \uce21\uba74\uc5d0 \uae30\uc5ec\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc131 \uc694\uc18c\uc5d0\ub294 \ub2e4\uc74c\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n

    \n
  1. \n

    Hadoop \ubd84\uc0b0 \ud30c\uc77c \uc2dc\uc2a4\ud15c(HDFS):<\/strong> \uc774\ub294 \uc0c1\uc6a9 \ud558\ub4dc\uc6e8\uc5b4 \uc804\ubc18\uc5d0 \uac78\uccd0 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \uc548\uc815\uc801\uc73c\ub85c \uc800\uc7a5\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \ubd84\uc0b0 \ud30c\uc77c \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. HDFS\ub294 \ub300\uc6a9\ub7c9 \ud30c\uc77c\uc744 \ube14\ub85d\uc73c\ub85c \ub098\ub204\uace0 \uc774\ub97c \ud074\ub7ec\uc2a4\ud130\uc758 \uc5ec\ub7ec \ub178\ub4dc\uc5d0 \ubcf5\uc81c\ud558\uc5ec \ub370\uc774\ud130 \uc911\ubcf5\uc131\uacfc \ub0b4\uacb0\ud568\uc131\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n

  2. \n

    \ub9f5\ub9ac\ub4c0\uc2a4:<\/strong> MapReduce\ub294 \uc0ac\uc6a9\uc790\uac00 \ubd84\uc0b0 \ucef4\ud4e8\ud305\uc758 \uae30\ubcf8 \ubcf5\uc7a1\uc131\uc5d0 \ub300\ud574 \uac71\uc815\ud558\uc9c0 \uc54a\uace0 \ubcd1\ub82c \ucc98\ub9ac \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc791\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 Hadoop\uc758 \ucc98\ub9ac \uc5d4\uc9c4\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \ud544\ud130\ub9c1\ud558\uace0 \uc815\ub82c\ud558\ub294 Map \ub2e8\uacc4\uc640 \uacb0\uacfc\ub97c \uc9d1\uacc4\ud558\ub294 Reduce \ub2e8\uacc4\uc758 \ub450 \ub2e8\uacc4\ub85c \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n

  3. \n

    YARN(\uc544\uc9c1 \ub610 \ub2e4\ub978 \ub9ac\uc18c\uc2a4 \ud611\uc0c1\uc790):<\/strong> YARN\uc740 Hadoop\uc758 \ub9ac\uc18c\uc2a4 \uad00\ub9ac \uacc4\uce35\uc785\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130 \uc804\ubc18\uc5d0 \uac78\uccd0 \ub9ac\uc18c\uc2a4 \ud560\ub2f9 \ubc0f \uc791\uc5c5 \uc77c\uc815\uc744 \ucc98\ub9ac\ud558\ubbc0\ub85c \uc5ec\ub7ec \ub370\uc774\ud130 \ucc98\ub9ac \ud504\ub808\uc784\uc6cc\ud06c\uac00 \uacf5\uc874\ud558\uace0 \ub9ac\uc18c\uc2a4\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uacf5\uc720\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n

    Apache Hadoop\uc758 \ub0b4\ubd80 \uad6c\uc870: Apache Hadoop \uc791\ub3d9 \ubc29\uc2dd<\/h2>\n

    Apache Hadoop\uc740 \uc0c1\uc6a9 \ud558\ub4dc\uc6e8\uc5b4 \ud074\ub7ec\uc2a4\ud130 \uc804\uccb4\uc5d0 \ub370\uc774\ud130\ub97c \ubd84\uc0b0\ud558\uace0 \uc791\uc5c5\uc744 \ucc98\ub9ac\ud558\ub294 \uc6d0\uce59\uc5d0 \ub530\ub77c \uc791\ub3d9\ud569\ub2c8\ub2e4. \uc774 \ud504\ub85c\uc138\uc2a4\uc5d0\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ub2e4\uc74c \ub2e8\uacc4\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n

      \n
    1. \n

      \ub370\uc774\ud130 \uc218\uc9d1:<\/strong> \ub300\ub7c9\uc758 \ub370\uc774\ud130\uac00 Hadoop \ud074\ub7ec\uc2a4\ud130\uc5d0 \uc218\uc9d1\ub429\ub2c8\ub2e4. HDFS\ub294 \ub370\uc774\ud130\ub97c \ud074\ub7ec\uc2a4\ud130 \uc804\uccb4\uc5d0 \ubcf5\uc81c\ub418\ub294 \ube14\ub85d\uc73c\ub85c \ub098\ub215\ub2c8\ub2e4.<\/p>\n<\/li>\n

    2. \n

      \ub9f5\ub9ac\ub4c0\uc2a4 \ucc98\ub9ac:<\/strong> \uc0ac\uc6a9\uc790\ub294 YARN \ub9ac\uc18c\uc2a4 \uad00\ub9ac\uc790\uc5d0 \uc81c\ucd9c\ub418\ub294 MapReduce \uc791\uc5c5\uc744 \uc815\uc758\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\ub294 \uc5ec\ub7ec \ub178\ub4dc\uc5d0 \uc758\ud574 \ubcd1\ub82c\ub85c \ucc98\ub9ac\ub418\uba70 \uac01 \ub178\ub4dc\ub294 \uc791\uc5c5\uc758 \ud558\uc704 \uc9d1\ud569\uc744 \uc2e4\ud589\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n

    3. \n

      \uc911\uac04 \ub370\uc774\ud130 \uc154\ud50c:<\/strong> Map \ub2e8\uacc4\uc5d0\uc11c\ub294 \uc911\uac04 \ud0a4-\uac12 \uc30d\uc774 \uc0dd\uc131\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc30d\uc740 \uc11e\uc774\uace0 \uc815\ub82c\ub418\uc5b4 \ub3d9\uc77c\ud55c \ud0a4\ub97c \uac00\uc9c4 \ubaa8\ub4e0 \uac12\uc774 \ud568\uaed8 \uadf8\ub8f9\ud654\ub429\ub2c8\ub2e4.<\/p>\n<\/li>\n

    4. \n

      \ucc98\ub9ac \uac10\uc18c:<\/strong> \uac10\uc18c \ub2e8\uacc4\ub294 \ub9f5 \ub2e8\uacc4\uc758 \uacb0\uacfc\ub97c \uc9d1\uacc4\ud558\uc5ec \ucd5c\uc885 \ucd9c\ub825\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n

    5. \n

      \ub370\uc774\ud130 \uac80\uc0c9:<\/strong> \ucc98\ub9ac\ub41c \ub370\uc774\ud130\ub294 HDFS\uc5d0 \ub2e4\uc2dc \uc800\uc7a5\ub418\uac70\ub098 \ub2e4\ub978 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc9c1\uc811 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n

      Apache Hadoop\uc758 \uc8fc\uc694 \uae30\ub2a5 \ubd84\uc11d<\/h2>\n

      Apache Hadoop\uc5d0\ub294 \ube45 \ub370\uc774\ud130 \ucc98\ub9ac\uc5d0 \uc120\ud638\ub418\ub294 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uae30\ub2a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

        \n
      1. \n

        \ud655\uc7a5\uc131:<\/strong> Hadoop\uc740 \ud074\ub7ec\uc2a4\ud130\uc5d0 \ub354 \ub9ce\uc740 \uc0c1\uc6a9 \ud558\ub4dc\uc6e8\uc5b4\ub97c \ucd94\uac00\ud558\uc5ec \uc218\ud3c9\uc801\uc73c\ub85c \ud655\uc7a5\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ud398\ud0c0\ubc14\uc774\ud2b8 \uaddc\ubaa8\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n

      2. \n

        \uacb0\ud568 \ud5c8\uc6a9:<\/strong> Hadoop\uc740 \uc5ec\ub7ec \ub178\ub4dc\uc5d0 \ub370\uc774\ud130\ub97c \ubcf5\uc81c\ud558\uc5ec \ud558\ub4dc\uc6e8\uc5b4 \uc624\ub958\uac00 \ubc1c\uc0dd\ud558\ub354\ub77c\ub3c4 \ub370\uc774\ud130 \uac00\uc6a9\uc131\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n

      3. \n

        \ube44\uc6a9 \ud6a8\uc728\uc131:<\/strong> Hadoop\uc740 \uc0c1\uc6a9 \ud558\ub4dc\uc6e8\uc5b4\uc5d0\uc11c \uc2e4\ud589\ub418\ubbc0\ub85c \uc870\uc9c1\uc5d0 \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n

      4. \n

        \uc720\uc5f0\uc131:<\/strong> Hadoop\uc740 \uad6c\uc870\ud654\ub41c \ub370\uc774\ud130, \ubc18\uad6c\uc870\ud654\ub41c \ub370\uc774\ud130, \uad6c\uc870\ud654\ub418\uc9c0 \uc54a\uc740 \ub370\uc774\ud130\ub97c \ube44\ub86f\ud55c \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc720\ud615\uacfc \ud615\uc2dd\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n

      5. \n

        \ubcd1\ub82c \ucc98\ub9ac:<\/strong> MapReduce\ub97c \uc0ac\uc6a9\ud558\uba74 Hadoop\uc740 \ub370\uc774\ud130\ub97c \ubcd1\ub82c\ub85c \ucc98\ub9ac\ud558\ubbc0\ub85c \ub354 \ube60\ub978 \ub370\uc774\ud130 \ucc98\ub9ac\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n

        \uc544\ud30c\uce58 \ud558\ub461\uc758 \uc885\ub958<\/h2>\n

        Apache Hadoop\uc740 \ub2e4\uc591\ud55c \ubc30\ud3ec\ud310\uc73c\ub85c \uc81c\uacf5\ub418\uba70 \uac01\uac01 \ucd94\uac00 \uae30\ub2a5, \uc9c0\uc6d0 \ubc0f \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc77c\ubd80 \uc778\uae30 \uc788\ub294 \ubc30\ud3ec\ud310\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n\n\n\n\n
        \ubd84\ud3ec<\/th>\n\uc124\uba85<\/th>\n<\/tr>\n<\/thead>\n
        \ud074\ub77c\uc6b0\ub370\ub77c CDH<\/td>\n\uc5d4\ud130\ud504\ub77c\uc774\uc988\uae09 \uae30\ub2a5\uacfc \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/td>\n<\/tr>\n
        \ud638\ud2bc\uc6cd\uc2a4 HDP<\/td>\n\ubcf4\uc548 \ubc0f \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\uc5d0 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/td>\n<\/tr>\n
        \uc544\ud30c\uce58 \ud558\ub461 DIY<\/td>\n\uc0ac\uc6a9\uc790\uac00 \uc0ac\uc6a9\uc790 \uc815\uc758 Hadoop \uc124\uc815\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        Apache Hadoop \uc0ac\uc6a9 \ubc29\ubc95, \ubb38\uc81c \ubc0f \ud574\uacb0 \ubc29\ubc95<\/h2>\n

        Apache Hadoop\uc740 \ub2e4\uc74c\uc744 \ud3ec\ud568\ud558\uc5ec \ub2e4\uc591\ud55c \ub3c4\uba54\uc778\uc5d0\uc11c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ucc3e\uc2b5\ub2c8\ub2e4.<\/p>\n

          \n
        1. \n

          \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc9d5:<\/strong> Hadoop\uc740 \ubd84\uc11d \ubc0f \ubcf4\uace0\ub97c \uc704\ud574 \ub300\ub7c9\uc758 \uc815\ud615 \ubc0f \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n

        2. \n

          \ub85c\uadf8 \ucc98\ub9ac:<\/strong> \uc6f9\uc0ac\uc774\ud2b8\uc640 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc0dd\uc131\ub41c \ubc29\ub300\ud55c \ub85c\uadf8 \ud30c\uc77c\uc744 \ucc98\ub9ac\ud558\uc5ec \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n

        3. \n

          \uae30\uacc4 \ud559\uc2b5:<\/strong> Hadoop\uc758 \ubd84\uc0b0 \ucc98\ub9ac \uae30\ub2a5\uc740 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc138\ud2b8\uc5d0\uc11c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n

          Apache Hadoop\uc758 \uacfc\uc81c:<\/p>\n

            \n
          1. \n

            \ubcf5\uc7a1\uc131:<\/strong> \uacbd\ud5d8\uc774 \ubd80\uc871\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c\ub294 Hadoop \ud074\ub7ec\uc2a4\ud130\ub97c \uc124\uc815\ud558\uace0 \uad00\ub9ac\ud558\ub294 \uac83\uc774 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n

          2. \n

            \uc131\ub2a5:<\/strong> Hadoop\uc758 \ub192\uc740 \ub300\uae30 \uc2dc\uac04\uacfc \uc624\ubc84\ud5e4\ub4dc\ub294 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\uc5d0 \ubb38\uc81c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n

            \uc194\ub8e8\uc158:<\/p>\n

              \n
            1. \n

              \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4:<\/strong> \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uad00\ub9ac\ud615 Hadoop \uc11c\ube44\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud074\ub7ec\uc2a4\ud130 \uad00\ub9ac\ub97c \ub2e8\uc21c\ud654\ud558\uc138\uc694.<\/p>\n<\/li>\n

            2. \n

              \uc778\uba54\ubaa8\ub9ac \ucc98\ub9ac:<\/strong> \ub354 \ube60\ub978 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 Apache Spark\uc640 \uac19\uc740 \uc778\uba54\ubaa8\ub9ac \ucc98\ub9ac \ud504\ub808\uc784\uc6cc\ud06c\ub97c \ud65c\uc6a9\ud558\uc138\uc694.<\/p>\n<\/li>\n<\/ol>\n

              \uc8fc\uc694 \ud2b9\uc9d5 \ubc0f \uae30\ud0c0 \uc720\uc0ac \uc6a9\uc5b4\uc640\uc758 \ube44\uad50<\/h2>\n\n\n\n\n\n\n\n\n
              \uc6a9\uc5b4<\/th>\n\uc124\uba85<\/th>\n<\/tr>\n<\/thead>\n
              \uc544\ud30c\uce58 \uc2a4\ud30c\ud06c<\/td>\n\ub300\uccb4 \ubd84\uc0b0 \ub370\uc774\ud130 \ucc98\ub9ac \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4.<\/td>\n<\/tr>\n
              \uc544\ud30c\uce58 \uce74\ud504\uce74<\/td>\n\uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \uc704\ud55c \ubd84\uc0b0 \uc2a4\ud2b8\ub9ac\ubc0d \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4.<\/td>\n<\/tr>\n
              \uc544\ud30c\uce58 \ud50c\ub9c1\ud06c<\/td>\n\ucc98\ub9ac\ub7c9\uc774 \ub9ce\uc740 \ub370\uc774\ud130\ub97c \uc704\ud55c \uc2a4\ud2b8\ub9bc \ucc98\ub9ac \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4.<\/td>\n<\/tr>\n
              \uc544\ud30c\uce58 H\ubca0\uc774\uc2a4<\/td>\nHadoop\uc6a9 \ubd84\uc0b0 NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc785\ub2c8\ub2e4.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

              Apache Hadoop\uacfc \uad00\ub828\ub41c \ubbf8\ub798\uc758 \uad00\uc810\uacfc \uae30\uc220<\/h2>\n

              Apache Hadoop\uc758 \ubbf8\ub798\ub294 \ubc1d\uc2b5\ub2c8\ub2e4. \uc0dd\ud0dc\uacc4\uc758 \uc9c0\uc18d\uc801\uc778 \uac1c\ubc1c\uacfc \ubc1c\uc804\uc774 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uba87 \uac00\uc9c0 \uc7a0\uc7ac\uc801\uc778 \ucd94\uc138\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

                \n
              1. \n

                \ucee8\ud14c\uc774\ub108\ud654:<\/strong> Hadoop \ud074\ub7ec\uc2a4\ud130\ub294 \ub354 \uc26c\uc6b4 \ubc30\ud3ec \ubc0f \ud655\uc7a5\uc744 \uc704\ud574 Docker \ubc0f Kubernetes\uc640 \uac19\uc740 \ucee8\ud14c\uc774\ub108\ud654 \uae30\uc220\uc744 \uc218\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n

              2. \n

                AI\uc640\uc758 \ud1b5\ud569:<\/strong> Apache Hadoop\uc740 \ub354\uc6b1 \uc9c0\ub2a5\uc801\uc778 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud574 \uacc4\uc18d\ud574\uc11c AI \ubc0f \uae30\uacc4 \ud559\uc2b5 \uae30\uc220\uacfc \ud1b5\ud569\ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<\/li>\n

              3. \n

                \uc5e3\uc9c0 \ucef4\ud4e8\ud305:<\/strong> \uc5e3\uc9c0 \ucef4\ud4e8\ud305 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c Hadoop\uc758 \ucc44\ud0dd\uc774 \uc99d\uac00\ud558\uc5ec \ub370\uc774\ud130 \uc18c\uc2a4\uc5d0 \ub354 \uac00\uae4c\uc6b4 \ub370\uc774\ud130 \ucc98\ub9ac\uac00 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n

                \ud504\ub85d\uc2dc \uc11c\ubc84\ub97c Apache Hadoop\uacfc \uc0ac\uc6a9\ud558\uac70\ub098 \uc5f0\uacb0\ud558\ub294 \ubc29\ubc95<\/h2>\n

                \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 Apache Hadoop \ud658\uacbd \ub0b4\uc5d0\uc11c \ubcf4\uc548\uacfc \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc774\uc5b8\ud2b8\uc640 Hadoop \ud074\ub7ec\uc2a4\ud130 \uac04\uc758 \uc911\uac1c\uc790 \uc5ed\ud560\uc744 \ud568\uc73c\ub85c\uc368 \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \ub2e4\uc74c\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

                  \n
                1. \n

                  \ub85c\ub4dc \ubc38\ub7f0\uc2f1:<\/strong> \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \ub4e4\uc5b4\uc624\ub294 \uc694\uccad\uc744 \uc5ec\ub7ec \ub178\ub4dc\uc5d0 \uace0\ub974\uac8c \ubd84\uc0b0\ud558\uc5ec \ud6a8\uc728\uc801\uc778 \ub9ac\uc18c\uc2a4 \ud65c\uc6a9\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n

                2. \n

                  \uce90\uc2f1:<\/strong> \ud504\ub85d\uc2dc\ub294 \uc790\uc8fc \uc561\uc138\uc2a4\ud558\ub294 \ub370\uc774\ud130\ub97c \uce90\uc2dc\ud558\uc5ec Hadoop \ud074\ub7ec\uc2a4\ud130\uc758 \ub85c\ub4dc\ub97c \uc904\uc774\uace0 \uc751\ub2f5 \uc2dc\uac04\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n

                3. \n

                  \ubcf4\uc548:<\/strong> \ud504\ub85d\uc2dc \uc11c\ubc84\ub294 \uac8c\uc774\ud2b8\ud0a4\ud37c \uc5ed\ud560\uc744 \ud558\uc5ec Hadoop \ud074\ub7ec\uc2a4\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub97c \uc81c\uc5b4\ud558\uace0 \ubb34\ub2e8 \uc561\uc138\uc2a4\ub85c\ubd80\ud130 \ubcf4\ud638\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n

                  \uad00\ub828\ub41c \ub9c1\ud06c\ub4e4<\/h2>\n

                  Apache Hadoop\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \ub0b4\uc6a9\uc744 \ubcf4\ub824\uba74 \ub2e4\uc74c \ub9ac\uc18c\uc2a4\ub97c \ubc29\ubb38\ud558\uc138\uc694.<\/p>\n

                    \n
                  1. Apache Hadoop \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8<\/a><\/li>\n
                  2. \ud074\ub77c\uc6b0\ub370\ub77c CDH<\/a><\/li>\n
                  3. \ud638\ud2bc\uc6cd\uc2a4 HDP<\/a><\/li>\n<\/ol>\n

                    \uacb0\ub860\uc801\uc73c\ub85c, Apache Hadoop\uc740 \uc870\uc9c1\uc774 \uc5c4\uccad\ub09c \uc591\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \ubc29\uc2dd\uc5d0 \ud601\uba85\uc744 \uc77c\uc73c\ucf30\uc2b5\ub2c8\ub2e4. \ubd84\uc0b0 \uc544\ud0a4\ud14d\ucc98, \ub0b4\uacb0\ud568\uc131 \ubc0f \ud655\uc7a5\uc131\uc744 \ud1b5\ud574 \ube45 \ub370\uc774\ud130 \ud658\uacbd\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ub2f4\ub2f9\ud558\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uae30\uc220\uc774 \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c Hadoop\uc740 \uacc4\uc18d \ubc1c\uc804\ud558\uc5ec \ub370\uc774\ud130 \uae30\ubc18 \ud1b5\ucc30\ub825\uacfc \ud601\uc2e0\uc744 \uc704\ud55c \uc0c8\ub85c\uc6b4 \uac00\ub2a5\uc131\uc744 \uc5f4\uc5b4\uc90d\ub2c8\ub2e4. \ud504\ub85d\uc2dc \uc11c\ubc84\uac00 Hadoop\uc758 \uae30\ub2a5\uc744 \ubcf4\uc644\ud558\uace0 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ubc29\ubc95\uc744 \uc774\ud574\ud568\uc73c\ub85c\uc368 \uae30\uc5c5\uc740 \uc774 \uac15\ub825\ud55c \ud50c\ub7ab\ud3fc\uc758 \uc7a0\uc7ac\ub825\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"featured_media":467614,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-475877","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about Apache Hadoop: Empowering Big Data Processing<\/mark>","faq_items":[{"question":"What is Apache Hadoop?","answer":"

                    Apache Hadoop is an open-source framework designed for processing and storing large amounts of data across clusters of commodity hardware. It enables organizations to handle Big Data effectively and efficiently.<\/p>"},{"question":"How did Apache Hadoop originate?","answer":"

                    Apache Hadoop was inspired by Google's MapReduce and Google File System (GFS) concepts. It emerged from the Apache Nutch project in 2005 and gained prominence when Yahoo! started using it for large-scale data processing tasks.<\/p>"},{"question":"What are the core components of Apache Hadoop?","answer":"

                    Apache Hadoop consists of three core components: Hadoop Distributed File System (HDFS) for data storage, MapReduce for processing data in parallel, and YARN for resource management and job scheduling.<\/p>"},{"question":"How does Apache Hadoop work internally?","answer":"

                    Apache Hadoop distributes data and processing tasks across a cluster. Data is ingested into the cluster, processed through MapReduce jobs, and stored back in HDFS. YARN handles resource allocation and scheduling.<\/p>"},{"question":"What are the key features of Apache Hadoop?","answer":"

                    Apache Hadoop offers scalability, fault tolerance, cost-effectiveness, flexibility, and parallel processing capabilities, making it ideal for handling massive datasets.<\/p>"},{"question":"What types of Apache Hadoop distributions exist?","answer":"

                    Some popular distributions include Cloudera CDH, Hortonworks HDP, and Apache Hadoop DIY, each offering additional features, support, and tools.<\/p>"},{"question":"How is Apache Hadoop used, and what are the common challenges?","answer":"

                    Apache Hadoop finds applications in data warehousing, log processing, and machine learning. Challenges include complexity in cluster management and performance issues.<\/p>"},{"question":"What are the future perspectives for Apache Hadoop?","answer":"

                    The future of Apache Hadoop includes trends like containerization, integration with AI, and increased adoption in edge computing scenarios.<\/p>"},{"question":"How can proxy servers be associated with Apache Hadoop?","answer":"

                    Proxy servers can enhance Hadoop's security and performance by acting as intermediaries, enabling load balancing, caching, and controlling access to Hadoop clusters.<\/p>"},{"question":"Where can I find more information about Apache Hadoop?","answer":"

                    For more details, you can visit the Apache Hadoop official website, as well as the websites of Cloudera CDH and Hortonworks HDP distributions.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki\/475877","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/wiki\/475877\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/media\/467614"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/kr\/wp-json\/wp\/v2\/media?parent=475877"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}