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HDFS >> mail # user >> Re: Fault tolerance and Speculative Execution


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Re: Fault tolerance and Speculative Execution
The finer grained controls are available in 2.x MR2 today. Pretty sure
they weren't deprecated/removed, but may have been replaced by better
names.

On Thu, Jul 18, 2013 at 11:07 PM, German Florez-Larrahondo
<[EMAIL PROTECTED]> wrote:
> Also, a  simple explanation of how speculative execution works and what are
> the key settings  can be found here:
> http://books.google.com/books?id=Wu_xeGdU4G8C&pg=PA216&dq=hadoop+the+definit
> ive+guide+speculative+execution&hl=en&sa=X&ei=lyLoUd7bDojk9gTC1YDIBA&ved=0CD
> wQ6AEwAA
>
> In addition, there used to be other parameters (slownodethreshold,
> slowtaskthreshold & speculativecap)
> http://coffee2idea.blogspot.com/2011/11/hadoop-speculative-execution.html
> but I believe they were deprecated...
>
> Regards
> German
> ./g
>
>
> -----Original Message-----
> From: Harsh J [mailto:[EMAIL PROTECTED]]
> Sent: Thursday, July 18, 2013 12:11 PM
> To: <[EMAIL PROTECTED]>
> Subject: Re: Fault tolerance and Speculative Execution
>
> What you describe in the first paragraph is not true.
>
> Speculative execution API toggles are listed in the documentation:
> http://hadoop.apache.org/docs/stable/mapred_tutorial.html#Job+Configuration
> and in the mapred-default page in property form:
> http://hadoop.apache.org/docs/stable/mapred-default.html. Speculative
> execution is enabled by default.
>
> On Thu, Jul 18, 2013 at 10:32 PM, Sundeep Kambhampati
> <[EMAIL PROTECTED]> wrote:
>> Hi all,
>> Is it true that Hadoop 'always' starts same map tasks multiple times
>> in order to be fault tolerant. i.e. same task is launched on several
>> machines so that even if a node fails then same task would be
>> available on other node. And in case no node fails redundant task that
> finishes late is killed.
>> If it is true how can I change that configuration for Hadoop to do it
>> or not do it.
>>
>> Speculative execution on the other hand does what I explained above
>> (redundant map tasks) but only after all the map tasks are scheduled
>> and if some nodes are free it starts redundant map tasks for those
>> which are running slow. Is it always true? How do change this
>> configuration enable/disable.
>>
>> I am using Hadoop-1.1.2 incase version matters.
>>
>> I really appreciate if someone could help me with this. Thank you.
>>
>> Regards
>> Sundeep
>>
>>
>
>
>
> --
> Harsh J
>

--
Harsh J
NEW: Monitor These Apps!
elasticsearch, apache solr, apache hbase, hadoop, redis, casssandra, amazon cloudwatch, mysql, memcached, apache kafka, apache zookeeper, apache storm, ubuntu, centOS, red hat, debian, puppet labs, java, senseiDB