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Define three step to deploy Big Data solution?
Question Posted on 27 Oct 2021
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Define three step to deploy Big Data solution?
Below are the three step to deploy solution in Big Data:-
(1)Data Ingestion:-This is the first step where we begin with collection of data from multiple sources. And sources can be social media platforms, Log Files, business documents and any other data relevant to our business. Here we can extract data through real-time streaming or from any batch jobs.
(2)Data Storage:-After the first step data is extracted now our job is to store data in a database. Herer we can do through HDFS or HBase. Here we use HDFS storage if we need sequential access and HBase is best for random read/write access.
(3)Data Processing:-This is the last step and this will relates to data processing. And data processing is usually done with framework like Hadoop, Spark, MapReduce, Flink and Pig etc. | |
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