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Describe five projects of big dataecosystemAmbari: The ApacheAmbari Project is made to make the Hadoop system easier by developing softwarefor provisioning, checking the clusters and to manage. It provides an instinctiveand easy to use Hadoop management web UIProvisioning a Hadoop Cluster.Ambari pgives a gradual wizard installing Hadoopservices across any of the hosts.It can control the configuration of the Hadoopservices cluster.Managing a Hadoop Cluster.It acts as a central management for starting,stopping and reconfiguring the Hadoop services throughout the cluster.

 Flume:Flume may bean distributed, reliable, What’s more accessible for effectively collectingaggregating, and moving the set of data. It uses the streaming architecture onthe data flow. The agent first takes from the web server to the source.

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Fromthe source it flows to the channel. From the channel it sinks and then it is carriedto the HDFS.Sqoop:The sqoop isanother project in the big data ecosystem. This tool is made for transferringhuge amount of data between Apache Hadoop and structured data stores which are likethe relational databases. It can run multiple times for importing the updatesfrom the last import  that has been madeto a database. Imports in Hive and HBase canbe done. Whereas in Export, it canbe used to put the Hadoop to a relational database. Zeppelin:One Otherproject in big data ecosystem is the Apache zeppelin.

It is an open sourcesoftware  under the apache. It is used toprovide a web interface say notebook. The Apache zeppelin notebook includeslike the Data ingestion, data discovery, data analytics , data visualizationand collaboration. KAFKA:Apache Kafkais a distributed streaming platform. Kafka is like Publish and subscribe. Thatis it can reads and write streams of data like a messaging system.Processing,Writes scalable stream processing applications that react to events in real-time.It is a library for building applications and microservices

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