Deploying a Big Data solution includes the following steps:
Data Ingestion: As a first step, the data is drawn out or extracted from various sources so as to feed it to the system.
Data Storage: Once data ingestion is completed, the data is stored in either HDFS or NoSQL database.
Data Processing: In the final step, the data is processed through frameworks and tools such as Spark, MapReduce, Pig, etc.