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apache hadoop big data database distributed hbase hdfs spark cloud learning data mapreduce machine cluster nosql graph yarn business intelligence processing nutch stream ai monitoring scaleable google management titan deep analytics deploy bi framework web crawl solr hive document olap install cassandra rest columnar interface queue hcatalog monitor dag nifi accumulo development visualisation tinkerpop pipeline flink phoenix web scrape data warehouse extension neural open source java example platform virtual support cheap remote software environment maintenance reliable apache hadoop hue bigdata mongodb whirr it dw crunch inmon maven ant build big table bigtop validation kimball test s4 lifecycle avro serialization flume ambari aggregate performance impala cloudera zookeeper configuration pig chukwa hama bsp mahout giraph computation spanner bigtable global gui upgrade query drill analysis user interface commands computing introduction administration usage percolator gfs orientdb dashboard grafana time-series prometheus acid tephra kudu bahir parquet format memory arrow janusgraph unstructured asterixdb datagrid cache ignite samza dataflow registry iot api edgent python pipline scheduler airflow workflow airavata agent skywalking sql madlib network systemml abstracted samoa mxnet ¾±²Ô²µ±ð²õ³Ù¾±ÍÑ²Ô gobblin update incremental fluo singa audit security ranger object hybrid blueprint brooklyn noebook zeppelin h2o databricks aws mllib sharing mesos pdi pentaho mobile cordova application real time storm persistence abstration gora thrift service client falcon etl beam couchdb warehouse tajo kylin trafodian ³Ù±ðż partition topic kafka ml predictionio druid broker message activemq data flow container kubernetes k8s compare cost decide cloudstack oozie