Hadoop: Schema on Read
SQL: Schema on Write
Hadoop: Compressed files across multiple nodes in a cluster
SQL: relational databases and tables
On the event of a node failure
Hadoop: provide an immediate answer to the user, eventual consistency
SQL: hold up the entire response to the user, complete consistency -- two-phase commit
HIVE:
mimic SQL syntax to perform Hadoop
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