Database Reference
In-Depth Information
that don't fit into available system memory, MapReduce is the correct approach. For
applications that require running fast, ad hoc queries over data already contained in
HDFS or HBase, applications such as Cloudera's Impala or the AMPLab Shark proj-
ect might be a better fit. The concepts from Google's research paper on their Dremel
technology have inspired a great deal of innovation in the world of analytical database
technology, and the number of distributed ad hoc analytics technologies is growing.
 
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