Amazon EMR stands out as the preeminent cloud-based big data solution tailored for processing data at a petabyte scale, conducting interactive analytics, and implementing machine learning. This is achieved through the utilization of open-source frameworks, including Apache Spark, Apache Hive, and Presto. Storage Options Hadoop Distributed File System (HDFS) Hadoop Distributed File System (HDFS) functions as a…