Hi Hawin

What you shared is not 'the Spark benchmark'.
This benchmark measures response time on a handful of relational queries of
different tools including Shark. 
Shark development was ended a year ago on July 1, 2014 in favor of Spark SQL
which graduated from an alpha project on March 13, 2015. 
I am not aware of any published benchmark between Spark and Flink by a third
party except the one that I shared from a conference paper:
http://goo.gl/WocQci
I hope this helps.

Slim Baltagi
Apache Flink Knowledge Base ( Now with over 300 categorized web resources!)
http://sparkbigdata.com/component/tags/tag/27-flink






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