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图标组件名称说明Falcon一个数据生命周期管理框架Solr搜索工具Hive数据仓库Hbase基于key-value的列式存储数据库TensorFlow开源机器学习工具AmbariHadoop集群管理运维工具Drill数据查询引擎Spark实时计算工具Flume数据采集工具Sqoop数据ETL工具ElasticSearch搜索系统Logstash日志采集工具Kibana数据展现工具Ranger集中安全管理工具Atlas数据治理和元数据管理框架kettleETL工具mongodbKey-value数据库saiku数据分析工具KerberosKylin一个基于预计算的数据分析引擎Zeppelin数据分析展示工具Flink实时计算框架Mahout数据挖掘工具Kafka基于消息订阅的高速数据总线Druid多维数据分析工具Pig一个编程工具Storm实时计算工具Oozie工作流管理Tez应用处理框架Zookeeper分布式高可用工具sentry授权管理工具HUEHueisasmartAnalyticsWorkbench.dremio另外一个drillNifi一个易用，强大，可靠的数据处理分发工具Presto分布式大数据SQL查询引擎Cassandra•一个面向列式存储的数据库GreenplumDatabase旗舰分析数据仓库Superset可视化分析工具LivyRESTServiceforsparkHAWQHadoopWithQuery（是一个Hadoop原生大规模并行SQL分析引擎，针对的是分析性应用）ChukwaApacheChukwaisanopensourcedatacollectionsystemformonitoringlargedistributedsystems.KuduKuduisacolumnarstoragemanagerdevelopedfortheApacheHadoopplatformTajoAbigdatawarehousesystemonHadoopTrafodionTransactionalSQL-on-HadoopDatabasePhoenixOLTPandoperationalanalyticsforApacheHadoopImpalaApacheImpala(incubating)istheopensource,nativeanalyticdatabaseforApacheHadoopGiraphApacheGiraphisaniterativegraphprocessingsystembuiltforhighscalability.HamaApacheHamaTMisaframeworkforBigDataanalyticswhichusestheBulkSynchronousParallel(BSP)computingmodelSliderDynamicYARNApplicationsAvroApacheAvro™isadataserializationsystem.AuroraAuroraisaMesosframeworkforlong-runningservicesandcronjobs.EagleAnalyzeBigDataPlatformsForSecurityandPerformanceIgniteAmemory-centricdataplatformTwillApacheTwillisanabstractionoverApacheHadoop®YARNthatreducesthecomplexityofdevelopingdistributedapplications,allowingdeveloperstofocusinsteadontheirapplicationlogic.AccumuloApacheAccumulo®isasorted,distributedkey/valuestorethatprovidesrobust,scalabledatastorageandretrieval.GoraTheApacheGoraopensourceframeworkprovidesanin-memorydatamodelandpersistenceforbigdata.ParquetApacheParquetisacolumnarstorageformatavailabletoanyprojectintheHadoopecosystem,regardlessofthechoiceofdataprocessingframework,datamodelorprogramminglanguage.MyriadDeployApacheYARNApplicationsUsingApacheMesosHTraceAtracingframeworkforusewithdistributedsystems