Thanks for sharing your experience. I got the same experience -- multiple 
moderate JVMs beat a single huge JVM.

Besides the minor JVM starting overhead, is it always better to have 
multiple JVMs rather than a single one?

Best regards,
Wei

---------------------------------
Wei Tan, PhD
Research Staff Member
IBM T. J. Watson Research Center
http://researcher.ibm.com/person/us-wtan



From:   innowireless TaeYun Kim <taeyun....@innowireless.co.kr>
To:     <user@spark.apache.org>, 
Date:   07/16/2014 05:04 AM
Subject:        RE: executor-cores vs. num-executors



Thanks.
 
Really, now I compare a stage data of the two jobs, ‘core7-exec3’ spends 
about 12.5 minutes more than ‘core2-exec12’ on GC.
 
From: Nishkam Ravi [mailto:nr...@cloudera.com] 
Sent: Wednesday, July 16, 2014 5:28 PM
To: user@spark.apache.org
Subject: Re: executor-cores vs. num-executors
 
I think two small JVMs would often beat a large one due to lower GC 
overhead. 

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