MapReduce is important in the scheme of big data because it allows processing of analytics at a large scale while abstracting the complexities of doing this processing.

FORBES: Can MapReduce Be Made Easy?

Amazon also figured out how to do the real processing before data gets to the Fire through a cloud-based scheme that should result in faster access.

FORBES: The Amazon Kindle Fire May Kill The RIM Playbook