I have been spending a lot of time discussing and working to implement a Hadoop cluster with my team mates at work. I agree that Hadoop is not the cure all for our collective data needs. It is a great tool but has it challenges when working with dynamic data sets. Vince Granville discusses alternative technologies that can consume data in a faster ecosystem.
Percolator, Dremel and Pregel: Alternatives to Hadoop - Data Science Central:
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