{"id":1300,"date":"2013-02-08T09:50:40","date_gmt":"2013-02-08T00:50:40","guid":{"rendered":"http:\/\/apollo89.com\/wordpress\/?p=1300"},"modified":"2013-07-05T13:53:17","modified_gmt":"2013-07-05T04:53:17","slug":"big-data-%ea%b4%80%eb%a0%a8-%ec%82%ac%ec%9d%b4%ed%8a%b8-%eb%aa%a8%ec%9d%8c_%ed%95%98%eb%91%a1%ec%97%b0%eb%8f%99-projectnosql","status":"publish","type":"post","link":"https:\/\/apollo89.com\/wordpress\/?p=1300","title":{"rendered":"BIG DATA \uad00\ub828 \uc0ac\uc774\ud2b8 \ubaa8\uc74c_\ud558\ub461\/\uc5f0\ub3d9 Project\/Nosql"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p>\uc544\ub530.. \ubcfc\uac8c \ub108\ubb34 \ub9ce\ub124..\u3160\u3160<\/p>\n<p>\uc2dc\uac04\uc740 \uc5c6\uace0..<\/p>\n<p>1.Apache Hadoop Ecosystem <\/p>\n<p># \uc800\uc7a5<br \/>\n* HDFS: Hadoop Distributed Filesystem (<a href=\"http:\/\/hadoop.apache.org\/hdfs\/\" target=\"_blank\">http:\/\/hadoop.apache.org\/hdfs\/<\/a>)<br \/>\n* Fuse-DFS: Mountable HDFS (<a href=\"http:\/\/wiki.apache.org\/hadoop\/MountableHDFS\/\" target=\"_blank\">http:\/\/wiki.apache.org\/hadoop\/MountableHDFS\/<\/a>)<br \/>\n* HBase: NoSQL (<a href=\"http:\/\/hbase.apache.org\/\" target=\"_blank\">http:\/\/hbase.apache.org\/<\/a>)<br \/>\n* HCatalog: \ud14c\uc774\ube14 \uad00\ub9ac (<a href=\"http:\/\/incubator.apache.org\/hcatalog\/\" target=\"_blank\">http:\/\/incubator.apache.org\/hcatalog\/<\/a>)<\/p>\n<p># \uc5b4\ud50c\ub9ac\ucf00\uc774\uc158 \uc11c\ubc84<br \/>\n* Thrift: \ub370\uc774\ud130 \uc9c1\ub82c\ud654 (<a href=\"http:\/\/thrift.apache.org\/\" target=\"_blank\">http:\/\/thrift.apache.org\/<\/a>)<br \/>\n* Avro: \ub370\uc774\ud130 \uc9c1\ub82c\ud654 (<a href=\"http:\/\/avro.apache.org\/\" target=\"_blank\">http:\/\/avro.apache.org\/<\/a>)<\/p>\n<p># \ucc98\ub9ac\/\ubd84\uc11d<br \/>\n* MapReduce: \ub370\uc774\ud130 \ubd84\uc11d \uc5d4\uc9c4 (<a href=\"http:\/\/hadoop.apache.org\/mapreduce\/\" target=\"_blank\">http:\/\/hadoop.apache.org\/mapreduce\/<\/a>)<br \/>\n* Pig: \ub370\uc774\ud130 \ubd84\uc11d \uc5b8\uc5b4 (<a href=\"http:\/\/pig.apache.org\/\" target=\"_blank\">http:\/\/pig.apache.org\/<\/a>)<br \/>\n* Hive: \ub370\uc774\ud130 \ucffc\ub9ac \uc5b8\uc5b4 (<a href=\"http:\/\/hive.apache.org\/\" target=\"_blank\">http:\/\/hive.apache.org\/<\/a>)<br \/>\n* Oozie: \uc6cc\ud06c\ud50c\ub85c\uc6b0 \uad00\ub9ac (<a href=\"http:\/\/incubator.apache.org\/oozie\/\" target=\"_blank\">http:\/\/incubator.apache.org\/oozie\/<\/a>)<br \/>\n* Mahout: \ub370\uc774\ud130 \ub9c8\uc774\ub2dd (<a href=\"http:\/\/mahout.apache.org\/\" target=\"_blank\">http:\/\/mahout.apache.org\/<\/a>)<br \/>\n* Giraph: \uadf8\ub798\ud504 \ubd84\uc11d (<a href=\"http:\/\/incubator.apache.org\/giraph\/\" target=\"_blank\">http:\/\/incubator.apache.org\/giraph\/<\/a>)<br \/>\n* Lucene: \uac80\uc0c9\uc5d4\uc9c4 (<a href=\"http:\/\/lucene.apache.org\/core\/\" target=\"_blank\">http:\/\/lucene.apache.org\/core\/<\/a>)<br \/>\n* Hama: \ubcd1\ub82c\ucef4\ud4e8\ud305 (<a href=\"http:\/\/incubator.apache.org\/hama\/\" target=\"_blank\">http:\/\/incubator.apache.org\/hama\/<\/a>)<\/p>\n<p># \uc218\uc9d1<br \/>\n* Chukwa: \ub85c\uadf8 \uc218\uc9d1\/\ubd84\uc11d\/\ucd9c\ub825\/\ubaa8\ub2c8\ud130\ub9c1 (<a href=\"http:\/\/incubator.apache.org\/chukwa\/\" target=\"_blank\">http:\/\/incubator.apache.org\/chukwa\/<\/a>)<br \/>\n* Sqoop: RDBMS \ub370\uc774\ud130 \uc218\uc9d1 (<a href=\"http:\/\/incubator.apache.org\/sqoop\/\" target=\"_blank\">http:\/\/incubator.apache.org\/sqoop\/<\/a>)<br \/>\n* Flume: \uc774\ubca4\ud2b8 \ub370\uc774\ud130 \uc218\uc9d1 (<a href=\"http:\/\/incubator.apache.org\/flume\/\" target=\"_blank\">http:\/\/incubator.apache.org\/flume\/<\/a>)<br \/>\n* Kafka: \ub370\uc774\ud130 \uc218\uc9d1 (<a href=\"http:\/\/incubator.apache.org\/kafka\/\" target=\"_blank\">http:\/\/incubator.apache.org\/kafka\/<\/a>)<br \/>\n* S4: \uc774\ubca4\ud2b8 \ub370\uc774\ud130 \ucc98\ub9ac (<a href=\"http:\/\/incubator.apache.org\/s4\/\" target=\"_blank\">http:\/\/incubator.apache.org\/s4\/<\/a>)<br \/>\n* Nutch: \uc6f9 \uac80\uc0c9 (<a href=\"http:\/\/nutch.apache.org\/\" target=\"_blank\">http:\/\/nutch.apache.org\/<\/a>)<\/p>\n<p># \uad00\ub9ac<br \/>\n* Zookeeper: \ud074\ub7ec\uc2a4\ud130 \uad00\ub9ac (<a href=\"http:\/\/zookeeper.apache.org\/\" target=\"_blank\">http:\/\/zookeeper.apache.org\/<\/a>)<br \/>\n* Ambari: \ud658\uacbd\uc124\uc815, \ubaa8\ub2c8\ud130\ub9c1 (<a href=\"http:\/\/incubator.apache.org\/ambari\/\" target=\"_blank\">http:\/\/incubator.apache.org\/ambari\/<\/a>)<br \/>\n* Whirr: \ud074\ub7ec\uc2a4\ud130 \ubc30\ud3ec (<a href=\"http:\/\/whirr.apache.org\/\" target=\"_blank\">http:\/\/whirr.apache.org\/<\/a>)<br \/>\n* Bigtop: \ud328\ud0a4\uc9c0 \uac1c\ubc1c (<a href=\"http:\/\/incubator.apache.org\/bigtop\/\" target=\"_blank\">http:\/\/incubator.apache.org\/bigtop\/<\/a>)<\/p>\n<p>2.\ud558\ub461\uc5f0\ub3d9 \uc624\ud508\uc18c\uc2a4 \ud504\ub85c\uc81d\ud2b8<\/p>\n<p># \ud1b5\uacc4 \ubd84\uc11d<br \/>\n R (<a href=\"http:\/\/www.r-project.org\/\" target=\"_blank\">http:\/\/www.r-project.org\/<\/a>)<\/p>\n<p># \uac80\uc0c9 \uc5d4\uc9c4<br \/>\n Katta (<a href=\"http:\/\/katta.sourceforge.net\/\" target=\"_blank\">http:\/\/katta.sourceforge.net\/<\/a>)<br \/>\n Elasticsearch (<a href=\"http:\/\/www.elasticsearch.org\" target=\"_blank\">http:\/\/www.elasticsearch.org<\/a>\/)<\/p>\n<p># \uce90\uc26c\uc11c\ubc84<br \/>\n Redis (<a href=\"http:\/\/redis.io\/\" target=\"_blank\">http:\/\/redis.io\/<\/a>)<br \/>\n Memcached (<a href=\"http:\/\/memcached.org\/\" target=\"_blank\">http:\/\/memcached.org\/<\/a>)<br \/>\n Hazelcast (<a href=\"http:\/\/www.hazelcast.com\/\" target=\"_blank\">http:\/\/www.hazelcast.com\/<\/a>)<\/p>\n<p># \ub370\uc774\ud130 \uc218\uc9d1<br \/>\n Scribe (<a href=\"https:\/\/github.com\/facebook\/scribe\/\" target=\"_blank\">https:\/\/github.com\/facebook\/scribe\/<\/a>)<br \/>\n Hiho (<a href=\"https:\/\/github.com\/sonalgoyal\/hiho\/\" target=\"_blank\">https:\/\/github.com\/sonalgoyal\/hiho\/<\/a>)<br \/>\n Honu (<a href=\"https:\/\/github.com\/jboulon\/Honu\/\" target=\"_blank\">https:\/\/github.com\/jboulon\/Honu\/<\/a>)<br \/>\n Big Streams (<a href=\"http:\/\/code.google.com\/p\/bigstreams\/\" target=\"_blank\">http:\/\/code.google.com\/p\/bigstreams\/<\/a>)<\/p>\n<p># \ub370\uc774\ud130 \uc9c1\ub82c\ud654<br \/>\n Protocol Buffers (<a href=\"http:\/\/code.google.com\/p\/protobuf\/\" target=\"_blank\">http:\/\/code.google.com\/p\/protobuf\/<\/a>)<\/p>\n<p># \ub370\uc774\ud130 \ubd84\uc11d<br \/>\n Cloud MapReduce (<a href=\"http:\/\/code.google.com\/p\/cloudmapreduce\/\" target=\"_blank\">http:\/\/code.google.com\/p\/cloudmapreduce\/<\/a>)<\/p>\n<p># \ubd84\uc11d \uc5b8\uc5b4(Python)<br \/>\n Pydoop (<a href=\"http:\/\/sourceforge.net\/apps\/mediawiki\/pydoop\/\" target=\"_blank\">http:\/\/sourceforge.net\/apps\/mediawiki\/pydoop\/<\/a>)<br \/>\n Dumbo (<a href=\"https:\/\/github.com\/klbostee\/dumbo\/\" target=\"_blank\">https:\/\/github.com\/klbostee\/dumbo\/<\/a>)<br \/>\n Hadoopy (<a href=\"https:\/\/github.com\/bwhite\/hadoopy\/\" target=\"_blank\">https:\/\/github.com\/bwhite\/hadoopy\/<\/a>)<br \/>\n Mrjob (<a href=\"https:\/\/github.com\/Yelp\/mrjob\/\" target=\"_blank\">https:\/\/github.com\/Yelp\/mrjob\/<\/a>)<br \/>\n Happy (<a href=\"http:\/\/code.google.com\/p\/happy\/\" target=\"_blank\">http:\/\/code.google.com\/p\/happy\/<\/a>)<\/p>\n<p># \ubd84\uc11d \uc5b8\uc5b4(Ruby)<br \/>\n Mrtoolkit (<a href=\"http:\/\/code.google.com\/p\/mrtoolkit\/\" target=\"_blank\">http:\/\/code.google.com\/p\/mrtoolkit\/<\/a>)<br \/>\n Wukong (<a href=\"https:\/\/github.com\/mrflip\/wukong\/\" target=\"_blank\">https:\/\/github.com\/mrflip\/wukong\/<\/a>)<\/p>\n<p># \ucffc\ub9ac \uc5b8\uc5b4<br \/>\n JAQL (<a href=\"http:\/\/code.google.com\/p\/jaql\/\" target=\"_blank\">http:\/\/code.google.com\/p\/jaql\/<\/a>)<br \/>\n Cascalog (<a href=\"https:\/\/github.com\/nathanmarz\/cascalog\" target=\"_blank\">https:\/\/github.com\/nathanmarz\/cascalog<\/a>\/)<\/p>\n<p># \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4<br \/>\n CloudBase (<a href=\"http:\/\/cloudbase.sourceforge.net\/\" target=\"_blank\">http:\/\/cloudbase.sourceforge.net\/<\/a>)<br \/>\n HadoopDB (<a href=\"http:\/\/db.cs.yale.edu\/hadoopdb\/hadoopdb.html\/\" target=\"_blank\">http:\/\/db.cs.yale.edu\/hadoopdb\/hadoopdb.html\/<\/a>)<\/p>\n<p># \uc6cc\ud06c\ud50c\ub85c\uc6b0<br \/>\n Cascading (<a href=\"http:\/\/www.cascading.org\/\" target=\"_blank\">http:\/\/www.cascading.org\/<\/a>)<br \/>\n Azkaban (<a href=\"http:\/\/sna-projects.com\/azkaban\/\" target=\"_blank\">http:\/\/sna-projects.com\/azkaban\/<\/a>)<br \/>\n Hamake (<a href=\"http:\/\/code.google.com\/p\/hamake\/\" target=\"_blank\">http:\/\/code.google.com\/p\/hamake\/<\/a>)<\/p>\n<p># \uc774\ubca4\ud2b8 \ucc98\ub9ac<br \/>\n Esper (<a href=\"http:\/\/esper.codehaus.org\/\" target=\"_blank\">http:\/\/esper.codehaus.org\/<\/a>)<\/p>\n<p># \uadf8\ub798\ud504 \ubd84\uc11d<br \/>\n Golden Orb (<a href=\"http:\/\/goldenorbos.org\/\" target=\"_blank\">http:\/\/goldenorbos.org\/<\/a>)<\/p>\n<p># \uc6f9 \uc11c\ubc84<br \/>\n Jetty (<a href=\"http:\/\/jetty.codehaus.org\/jetty\/\" target=\"_blank\">http:\/\/jetty.codehaus.org\/jetty\/<\/a>)<\/p>\n<p># \ubaa8\ub2c8\ud130\ub9c1<br \/>\n HUE (<a href=\"http:\/\/archive.cloudera.com\/cdh\/3\/hue\/\" target=\"_blank\">http:\/\/archive.cloudera.com\/cdh\/3\/hue\/<\/a>)<br \/>\n Karmasphere (<a href=\"http:\/\/karmasphere.com\/\" target=\"_blank\">http:\/\/karmasphere.com\/<\/a>)<br \/>\n Ganglia (<a href=\"http:\/\/ganglia.sourceforge.net\/\" target=\"_blank\">http:\/\/ganglia.sourceforge.net\/<\/a>)<\/p>\n<p># \ubcd1\ub82c\ucef4\ud4e8\ud145<br \/>\n Disco (<a href=\"http:\/\/discoproject.org\/\" target=\"_blank\">http:\/\/discoproject.org\/<\/a>)<\/p>\n<p>3.NoSQL<\/p>\n<p> MongoDB (<a href=\"http:\/\/www.mongodb.org\/\" target=\"_blank\">http:\/\/www.mongodb.org\/<\/a>)<br \/>\n Cassandra (<a href=\"http:\/\/cassandra.apache.org\/\" target=\"_blank\">http:\/\/cassandra.apache.org\/<\/a>)<br \/>\n CouchDB (<a href=\"http:\/\/couchdb.apache.org\/\" target=\"_blank\">http:\/\/couchdb.apache.org\/<\/a>)<br \/>\n HyperTable (<a href=\"http:\/\/hypertable.org\/\" target=\"_blank\">http:\/\/hypertable.org\/<\/a>)<br \/>\n Voldemort (<a href=\"http:\/\/project-voldemort.com\/\" target=\"_blank\">http:\/\/project-voldemort.com\/<\/a>)<br \/>\n Scalaris (<a href=\"http:\/\/code.google.com\/p\/scalaris\/\" target=\"_blank\">http:\/\/code.google.com\/p\/scalaris\/<\/a>)<br \/>\n Riak (<a href=\"http:\/\/basho.com\/products\/riak-overview\/\" target=\"_blank\">http:\/\/basho.com\/products\/riak-overview\/<\/a>)<br \/>\n Neptune (<a href=\"http:\/\/dev.naver.com\/projects\/neptune\/\" target=\"_blank\">http:\/\/dev.naver.com\/projects\/neptune\/<\/a>)<br \/>\n Cloudata (<a href=\"http:\/\/www.cloudata.org\/\" target=\"_blank\">http:\/\/www.cloudata.org\/<\/a>)<br \/>\n ETC (<a href=\"http:\/\/en.wikipedia.org\/wiki\/NoSQL\" target=\"_blank\">http:\/\/en.wikipedia.org\/wiki\/NoSQL<\/a>)<\/p>\n<p>\ucc38\uace0 : <a href=\"http:\/\/www.bicdata.com\/bbs\/board.php?bo_table=news_article&#038;wr_id=93\" target=\"_blank\">http:\/\/www.bicdata.com\/bbs\/board.php?bo_table=news_article&#038;wr_id=93<\/a><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; \uc544\ub530.. \ubcfc\uac8c \ub108\ubb34 \ub9ce\ub124..\u3160\u3160 \uc2dc\uac04\uc740 \uc5c6\uace0.. 1.Apache Hadoop Ecosystem # \uc800\uc7a5 * HDFS: Hadoop Distributed Filesystem (http:\/\/hadoop.apache.org\/hdfs\/) * Fuse-DFS: Mountable HDFS (http:\/\/wiki.apache.org\/hadoop\/MountableHDFS\/) * HBase: NoSQL (http:\/\/hbase.apache.org\/) * HCatalog: \ud14c\uc774\ube14 \uad00\ub9ac (http:\/\/incubator.apache.org\/hcatalog\/) # \uc5b4\ud50c\ub9ac\ucf00\uc774\uc158 \uc11c\ubc84 * Thrift: \ub370\uc774\ud130 \uc9c1\ub82c\ud654 (http:\/\/thrift.apache.org\/) &hellip; <a href=\"https:\/\/apollo89.com\/wordpress\/?p=1300\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[660],"tags":[669,912,913,720,647,113,914,585],"class_list":["post-1300","post","type-post","status-publish","format-standard","hentry","category-bigdata-hadoop","tag-ecosystem","tag-nosql","tag-913","tag-720","tag-647","tag-113","tag-914","tag-hadoop"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>BIG DATA \uad00\ub828 \uc0ac\uc774\ud2b8 \ubaa8\uc74c_\ud558\ub461\/\uc5f0\ub3d9 Project\/Nosql - Apollo89.com<\/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:\/\/apollo89.com\/wordpress\/?p=1300\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"BIG DATA \uad00\ub828 \uc0ac\uc774\ud2b8 \ubaa8\uc74c_\ud558\ub461\/\uc5f0\ub3d9 Project\/Nosql - Apollo89.com\" \/>\n<meta property=\"og:description\" content=\"&nbsp; \uc544\ub530.. \ubcfc\uac8c \ub108\ubb34 \ub9ce\ub124..\u3160\u3160 \uc2dc\uac04\uc740 \uc5c6\uace0.. 1.Apache Hadoop Ecosystem # \uc800\uc7a5 * HDFS: Hadoop Distributed Filesystem (http:\/\/hadoop.apache.org\/hdfs\/) * Fuse-DFS: Mountable HDFS (http:\/\/wiki.apache.org\/hadoop\/MountableHDFS\/) * HBase: NoSQL (http:\/\/hbase.apache.org\/) * HCatalog: \ud14c\uc774\ube14 \uad00\ub9ac 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