{"id":436,"date":"2021-07-13T05:25:21","date_gmt":"2021-07-13T05:25:21","guid":{"rendered":"https:\/\/www.wikitechy.com\/interview-questions\/?p=436"},"modified":"2021-09-13T11:20:13","modified_gmt":"2021-09-13T11:20:13","slug":"what-is-the-relationship-between-apache-hadoop-hbase-hive-and-cassandra","status":"publish","type":"post","link":"https:\/\/www.wikitechy.com\/interview-questions\/cassandra\/what-is-the-relationship-between-apache-hadoop-hbase-hive-and-cassandra\/","title":{"rendered":"What is the relationship between Apache Hadoop, HBase, Hive and Cassandra ?"},"content":{"rendered":"<div class=\"TextHeading\">\n<div class=\"hddn\">\n<h2 id=\"apache-hadoop\" class=\"color-purple\" style=\"text-align: justify;\">Apache Hadoop:<\/h2>\n<\/div>\n<\/div>\n<div class=\"Content\" style=\"text-align: justify;\">\n<div class=\"hddn\">\n<ul>\n<li>It is a Big Data framework which uses Hadoop Distributed File System to Store the data and MapReduce framework to process that data. Java is used as native language to write MapReduce programs.<\/li>\n<li>Apache Hbase and Cassandra are both NoSQL databases.<\/li>\n<li>It does not maintain the strict ACID transactions and require better data modelling to be used effectual.<\/li>\n<li>Their presentation can be calculated by benchmarking the database using a tool called YCSB(Yahoo Cloud Serving Benchmark).<\/li>\n<li>Factors examine in benchmarking can be read, write ,read-modify-write latency in executing queries.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"text-center row\" style=\"text-align: justify;\"><span style=\"color: #000000; font-family: inherit; font-size: 2rem;\">Hbase:<\/span><\/div>\n<div class=\"Content\" style=\"text-align: justify;\">\n<div class=\"hddn\">\n<ul>\n<li>It is a Master -Slave NoSQL database dependent upon Hadoop cluster .<\/li>\n<li>It is good for Heavy reads and less Write applications<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"ImageContent\" style=\"text-align: justify;\">\n<div class=\"hddn\"><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-medium\" src=\"https:\/\/cdn.wikitechy.com\/interview-questions\/cassandra\/apache-hadoop-ecosystem.png\" alt=\"apache hadoop ecosystem\" width=\"700\" height=\"478\" \/><\/div>\n<\/div>\n<div class=\"TextHeading\" style=\"text-align: justify;\">\n<div class=\"hddn\">\n<h2 id=\"apache-cassandra\" class=\"color-purple\">Apache Cassandra:<\/h2>\n<\/div>\n<\/div>\n<div class=\"Content\" style=\"text-align: justify;\">\n<div class=\"hddn\">\n<ul>\n<li>It is a master less and shared-nothing, ring based architecture which does not depend upon Hadoop framework.<\/li>\n<li>It is good for Write heavy and less read applications.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"TextHeading\" style=\"text-align: justify;\">\n<div class=\"hddn\">\n<h2 id=\"apache-hive\" class=\"color-purple\">Apache Hive:<\/h2>\n<\/div>\n<\/div>\n<div class=\"Content\">\n<div class=\"hddn\">\n<ul>\n<li style=\"text-align: justify;\">It is a collective processing framework to process the data using a language called Hive Query Language(HQL).<\/li>\n<li style=\"text-align: justify;\">HQL is a sql wrapper on top of HDFS which protect writing Mapreduce programs in Java.<\/li>\n<li style=\"text-align: justify;\">Instead one can use SQL like language to do their daily tasks.<\/li>\n<li style=\"text-align: justify;\">Apache Hive is mainly used for ETL and data warehousing feature in Hadoop.<\/li>\n<li style=\"text-align: justify;\">The process of hive is to create tables, joins, unions, aggregates etc. It develop visualization reports can be done by Tableau.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Answer : It is a Big Data framework which uses Hadoop Distributed File System to Store the data and MapReduce framework to process that data<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2642],"tags":[195,201,1119,203,2645,2703,2847,2839,2845,2841,199,214,363,209,283,2676,2709,205,485,2848,1630,2846,605,2844,2843,2849,600,1598,601,2840,196,212,712,207,711,204,282,208,206,2677,200,2118,197,280,364,216,285],"class_list":["post-436","post","type-post","status-publish","format-standard","hentry","category-cassandra","tag-accenture-interview-questions-and-answers","tag-allstate-solutions-pvt-ltd-interview-questions-and-answers","tag-att-interview-questions-and-answers","tag-capgemini-interview-questions-and-answers","tag-cassandra-certification-sample-questions","tag-cassandra-developer-practice-test","tag-cassandra-on-hadoop","tag-cassandra-vs-hadoop-vs-spark","tag-cassandra-vs-hive-performance","tag-cassandra-vs-spark","tag-casting-networks-india-pvt-limited-interview-questions-and-answers","tag-cgi-group-inc-interview-questions-and-answers","tag-ciena-corporation-interview-questions-and-answers","tag-collabera-technologies-interview-questions-and-answers","tag-conduent-interview-questions-and-answers","tag-cvent-interview-questions-and-answers","tag-datastax-cassandra-certification-questions","tag-dell-international-services-india-pvt-ltd-interview-questions-and-answers","tag-ernst-young-interview-questions-and-answers","tag-hadoop-vs-cassandra-vs-mongodb","tag-hbase-vs-cassandra","tag-hbase-vs-cassandra-performance","tag-hbase-vs-hive-vs-cassandra","tag-hive-cassandra-integration","tag-hive-vs-cassandra-vs-spark","tag-hive-vs-hbase","tag-hive-vs-hbase-performance","tag-hive-vs-hbase-vs-impala","tag-hive-vs-hbase-vs-pig","tag-hive-with-cassandra","tag-ibm-interview-questions-and-answers","tag-indecomm-global-services-interview-questions-and-answers","tag-indiabulls-technology-solutions-ltd-interview-questions-and-answers","tag-mphasis-interview-questions-and-answers","tag-nagarro-software-pvt-ltd-interview-questions-and-answers","tag-oracle-corporation-interview-questions-and-answers","tag-persistent-systems-interview-questions-and-answers","tag-prokarma-softech-pvt-ltd-interview-questions-and-answers","tag-sap-labs-india-pvt-ltd-interview-questions-and-answers","tag-synechron-technologies-pvt-ltd-interview-questions-and-answers","tag-tech-mahindra-interview-questions-and-answers","tag-tecnotree-interview-questions-and-answers","tag-unitedhealth-group-interview-questions-and-answers","tag-virtusa-consulting-services-pvt-ltd-interview-questions-and-answers","tag-wells-fargo-interview-questions-and-answers","tag-wipro-interview-questions-and-answers","tag-xoriant-solutions-pvt-ltd-interview-questions-and-answers"],"yoast_head":"<!-- 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