{"id":262,"date":"2021-07-12T16:49:17","date_gmt":"2021-07-12T16:49:17","guid":{"rendered":"https:\/\/www.wikitechy.com\/interview-questions\/?p=262"},"modified":"2021-09-14T09:51:21","modified_gmt":"2021-09-14T09:51:21","slug":"what-are-the-steps-to-deploy-a-big-data-solution","status":"publish","type":"post","link":"https:\/\/www.wikitechy.com\/interview-questions\/big-data\/what-are-the-steps-to-deploy-a-big-data-solution\/","title":{"rendered":"What are the steps to deploy a big data solution ?"},"content":{"rendered":"<div class=\"TextHeading\">\n<div class=\"hddn\">\n<h2 id=\"what-are-the-steps-to-deploy-a-big-data-solution\" class=\"color-pink\" style=\"text-align: justify;\">What are the steps to deploy a big data solution ?<\/h2>\n<\/div>\n<\/div>\n<div class=\"Content\" style=\"text-align: justify;\">\n<div class=\"hddn\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>There are three steps to deploy a Big Data Solution<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"ImageContent\" style=\"text-align: justify;\">\n<div class=\"hddn\"><img decoding=\"async\" class=\"img-responsive center-block aligncenter\" src=\"https:\/\/cdn.wikitechy.com\/interview-questions\/big-data\/deploying-big-data-solution.png\" alt=\"Deploying Big Data solution\" \/><\/div>\n<\/div>\n<div class=\"TextHeading\" style=\"text-align: justify;\">\n<div class=\"hddn\">\n<h2 id=\"data-ingestion\" class=\"color-purple\">Data Ingestion<\/h2>\n<\/div>\n<\/div>\n<div class=\"Content\" style=\"text-align: justify;\">\n<div class=\"hddn\">\n<ul>\n<li>The first step for deploying a big data solution is the data ingestion i.e. extraction of data from various sources.<\/li>\n<li>The data source may be a CRM like Salesforce, Enterprise Resource Planning System like\u00a0<a href=\"https:\/\/www.wikitechy.com\/online-videos\/company-interview-questions-and-answers\/sap-interview-questions-and-answers-part3\" target=\"_blank\" rel=\"noopener\">SAP<\/a>,\u00a0<a href=\"https:\/\/www.wikitechy.com\/tutorials\/sqoop\/sqoop-import-rdbms-table-to-hdfs\" target=\"_blank\" rel=\"noopener\">RDBMS<\/a>\u00a0like\u00a0<a href=\"https:\/\/www.wikitechy.com\/tutorials\/sqoop\/sqoop-export-hdfs-to-mysql\">MySQL<\/a>\u00a0or any other log files, documents, social media feeds etc.<\/li>\n<li>The data can be ingested either through batch jobs or real-time streaming. The extracted data is then stored in HDFS.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"ImageContent\" style=\"text-align: justify;\">\n<div class=\"hddn\"><img decoding=\"async\" class=\"img-responsive center-block aligncenter\" src=\"https:\/\/cdn.wikitechy.com\/interview-questions\/big-data\/data-ingestion-in-big-data-solution.png\" alt=\"Data Ingestion in Big Data \" \/><\/div>\n<\/div>\n<div class=\"TextHeading\" style=\"text-align: justify;\">\n<div class=\"hddn\">\n<h2 id=\"data-storage\" class=\"color-purple\">Data Storage<\/h2>\n<\/div>\n<\/div>\n<div class=\"Content\" style=\"text-align: justify;\">\n<div class=\"hddn\">\n<ul>\n<li>After the data ingestion, the next step is to store the extracted data. The data either be stored in HDFS or NoSQL database (i.e.\u00a0<a href=\"https:\/\/www.wikitechy.com\/interview-questions\/hive\/what-is-the-relationship-between-hadoop-hbase-and-hive\" target=\"_blank\" rel=\"noopener\">HBase<\/a>).<\/li>\n<li>The\u00a0<a href=\"https:\/\/www.wikitechy.com\/tutorials\/sqoop\/sqoop-vs-hdfs\" target=\"_blank\" rel=\"noopener\">HDFS<\/a>\u00a0storage works well for sequential access whereas HBase for random read\/write access.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"ImageContent\" style=\"text-align: justify;\">\n<div class=\"hddn\"><img decoding=\"async\" class=\"img-responsive center-block aligncenter\" src=\"https:\/\/cdn.wikitechy.com\/interview-questions\/big-data\/data-storage-in-big-data-solution.gif\" alt=\"Data Storage\" \/><\/div>\n<\/div>\n<div class=\"TextHeading\" style=\"text-align: justify;\">\n<div class=\"hddn\">\n<h2 id=\"data-processing\" class=\"color-purple\">Data Processing<\/h2>\n<\/div>\n<\/div>\n<div class=\"Content\" style=\"text-align: justify;\">\n<div class=\"hddn\">\n<ul>\n<li>The final step in deploying a big data solution is the data processing.<\/li>\n<li>The data is processed through one of the processing frameworks like Spark, MapReduce, Pig, etc.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"ImageContent\">\n<div class=\"hddn\"><img decoding=\"async\" class=\"img-responsive center-block aligncenter\" src=\"https:\/\/cdn.wikitechy.com\/interview-questions\/big-data\/data-processing-in-big-data.gif\" alt=\"Data Processing in Big Data\" \/><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Answer : There are three steps to deploy a Big Data &#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1065],"tags":[1110,195,1119,360,1108,1041,1100,1087,1098,1101,1091,1085,1084,1092,1102,1104,1099,1095,1093,1105,203,199,214,1120,1115,205,485,1097,222,1109,484,1096,1094,1111,1114,1118,1106,1113,196,212,286,1086,970,366,1117,288,367,206,975,200,1112,974,197,280,364,1088,1089,1107,1031,1103,1090,968,216,285,1121],"class_list":["post-262","post","type-post","status-publish","format-standard","hentry","category-big-data","tag-4-steps-to-building-an-awesome-big-data-solution-on-microsoft-azure","tag-accenture-interview-questions-and-answers","tag-att-interview-questions-and-answers","tag-atos-interview-questions-and-answers","tag-best-practices-for-deploying-your-big-data-analytics","tag-big-data-analytics","tag-big-data-architecture-components","tag-big-data-architecture-design","tag-big-data-architecture-layers","tag-big-data-architecture-stack-6-layers-in-orderazure-big-data","tag-big-data-implementation-project-plan","tag-big-data-implementation-roadmap","tag-big-data-implementation-steps","tag-big-data-strategy","tag-big-data-strategy-example","tag-big-data-strategy-pdf","tag-big-data-system-design","tag-big-data-systems","tag-big-data-value-creation-model-first-step","tag-big-data-value-creation-model-steps","tag-capgemini-interview-questions-and-answers","tag-casting-networks-india-pvt-limited-interview-questions-and-answers","tag-cgi-group-inc-interview-questions-and-answers","tag-collabera-technologiesinterview-questions-and-answers","tag-data-ingestbig-data-implementation-steps","tag-dell-international-services-india-pvt-ltd-interview-questions-and-answers","tag-ernst-young-interview-questions-and-answers","tag-explain-the-steps-to-be-followed-to-deploy-a-big-data-solution","tag-flipkart-interview-questions-and-answers","tag-four-steps-for-deploying-a-new-analytics-architecture","tag-genpact-interview-questions-and-answers","tag-how-have-you-leverage-data-to-develop-a-strategy","tag-how-to-build-a-big-data-system","tag-how-to-design-a-big-data-architecture-in-6-easy-steps","tag-how-to-implement-a-big-data-strategy","tag-how-to-leverage-data-to-develop-a-strateg","tag-how-to-leverage-data-to-develop-a-strategy","tag-how-to-select-a-big-data-application","tag-ibm-interview-questions-and-answers","tag-indecomm-global-services-interview-questions-and-answers","tag-lt-infotech-interview-questions-and-answers","tag-microsoft-big-data","tag-mindtree-interview-questions-and-answers","tag-netapp-interview-questions-and-answers","tag-processing-and-architecture-layers-for-big-data-and-iot","tag-r-systems-interview-questions-and-answers","tag-rbs-india-development-centre-pvt-ltd-interview-questions-and-answers","tag-sap-labs-india-pvt-ltd-interview-questions-and-answers","tag-tata-consultancy-service-interview-questions-and-answers","tag-tech-mahindra-interview-questions-and-answers","tag-top-5-considerations-for-a-big-data-solution","tag-trigent-software-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-what-are-the-most-common-input-formats-in-hadoop","tag-what-are-the-steps-involved-in-big-data-solutions","tag-what-are-the-steps-to-deploy-a-big-data-solution","tag-what-is-big-data","tag-what-is-big-data-strategy","tag-what-is-the-first-step-in-determining-a-big-data-strategy","tag-wipro-infotech-interview-questions-and-answers","tag-wipro-interview-questions-and-answers","tag-xoriant-solutions-pvt-ltd-interview-questions-and-answers","tag-zs-associates-interview-questions-and-answers"],"yoast_head":"<!-- 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