This topic is coming up more and more lately as people look for lower-latency analytics in the Hadoop ecosystem.   Alpha-Shark Reynold Xin provides his insights (with some help from his friends) at: http://www.quora.com/Apache-Hadoop/How-does-Impala-compare-to-Shark