# How does ES do parallel dispatch for searches?

**URL:** <https://discuss.elastic.co/t/how-does-es-do-parallel-dispatch-for-searches/21912>\
**Category:** Elasticsearch\
**Created:** [January 29, 2015, 8:57pm UTC](https://discuss.elastic.co/t/how-does-es-do-parallel-dispatch-for-searches/21912 "2015-01-29T20:57:00Z")\
**Posts on this page:** 7\
**Page:** 1

<div class="post-metadata">

**Author:** ![burtonator](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/burtonator/32/44790_2.png) [@burtonator](https://discuss.elastic.co/u/burtonator)\
**Post date:** [January 29, 2015, 8:57pm UTC](https://discuss.elastic.co/t/how-does-es-do-parallel-dispatch-for-searches/21912/1 "2015-01-29T20:57:00Z")

</div>

I can't RTFM on this because I can't find the documentation.

It looks like some of our queries are taking about 1 second per index shard  
per index.

However, the drives are still have low utilization. Around 10% ... so I'm  
trying to figure out how to improve performance. My hunch is that I can  
get ES to do parallel dispatch so that it can execute more queries in  
parallel which the SSDs we're using should be able to handle.

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**Author:** ![warkolm](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/warkolm/32/39224_2.png) [@warkolm](https://discuss.elastic.co/u/warkolm)\
**Post date:** [January 29, 2015, 9:58pm UTC](https://discuss.elastic.co/t/how-does-es-do-parallel-dispatch-for-searches/21912/2 "2015-01-29T21:58:11Z")

</div>

## ES queries each applicable shard when processing a query. The docs are here

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>
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A lot of your problem depends on your setup. Can you give us an overview of  
your setup, both infra and data structure?

On 30 January 2015 at 07:57, Kevin Burton [burtonator@gmail.com](mailto:burtonator@gmail.com) wrote:

> I can't RTFM on this because I can't find the documentation.
> 
> It looks like some of our queries are taking about 1 second per index  
> shard per index.
> 
> However, the drives are still have low utilization. Around 10% ... so I'm  
> trying to figure out how to improve performance. My hunch is that I can  
> get ES to do parallel dispatch so that it can execute more queries in  
> parallel which the SSDs we're using should be able to handle.
> 
> --  
> You received this message because you are subscribed to the Google Groups  
> "elasticsearch" group.  
> To unsubscribe from this group and stop receiving emails from it, send an  
> email to [elasticsearch+unsubscribe@googlegroups.com](mailto:elasticsearch+unsubscribe@googlegroups.com).  
> To view this discussion on the web visit  
> [https://groups.google.com/d/msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40googlegroups.com](https://groups.google.com/d/msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40googlegroups.com)  
> [https://groups.google.com/d/msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40googlegroups.com?utm\_medium=email&utm\_source=footer](https://groups.google.com/d/msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40googlegroups.com?utm_medium=email&utm_source=footer)  
> .  
> For more options, visit [https://groups.google.com/d/optout](https://groups.google.com/d/optout).

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<div class="post-metadata">

**Author:** ![burtonator](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/burtonator/32/44790_2.png) [@burtonator](https://discuss.elastic.co/u/burtonator)\
**Post date:** [January 30, 2015, 12:05am UTC](https://discuss.elastic.co/t/how-does-es-do-parallel-dispatch-for-searches/21912/3 "2015-01-30T00:05:45Z")

</div>

Ha. I appreciate the feedback but this doesn't answer my question.

Does it query them sequentially or in parallel.

Using parallel dispatch can dramatically improve performance so I'm trying  
to track down how this works.

and I'm aware that the documentation was there, but I couldn't find  
anything where it explains how the client executes requests.

I might just have to dive into the source or get on the dev list.

On Thursday, January 29, 2015 at 1:58:41 PM UTC-8, Mark Walkom wrote:

> ES queries each applicable shard when processing a query. The docs are  
> here -  
> [Elasticsearch Platform — Find real-time answers at scale | Elastic](http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/index.html)
> 
> A lot of your problem depends on your setup. Can you give us an overview  
> of your setup, both infra and data structure?
> 
> On 30 January 2015 at 07:57, Kevin Burton \<[burto...@gmail.com](mailto:burto...@gmail.com)  
> \<javascript:\>\> wrote:
> 
> > I can't RTFM on this because I can't find the documentation.
> > 
> > It looks like some of our queries are taking about 1 second per index  
> > shard per index.
> > 
> > However, the drives are still have low utilization. Around 10% ... so  
> > I'm trying to figure out how to improve performance. My hunch is that I  
> > can get ES to do parallel dispatch so that it can execute more queries in  
> > parallel which the SSDs we're using should be able to handle.
> > 
> > --  
> > You received this message because you are subscribed to the Google Groups  
> > "elasticsearch" group.  
> > To unsubscribe from this group and stop receiving emails from it, send an  
> > email to [elasticsearc...@googlegroups.com](mailto:elasticsearc...@googlegroups.com) \<javascript:\>.  
> > To view this discussion on the web visit  
> > [https://groups.google.com/d/msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40googlegroups.com](https://groups.google.com/d/msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40googlegroups.com)  
> > [https://groups.google.com/d/msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40googlegroups.com?utm\_medium=email&utm\_source=footer](https://groups.google.com/d/msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40googlegroups.com?utm_medium=email&utm_source=footer)  
> > .  
> > For more options, visit [https://groups.google.com/d/optout](https://groups.google.com/d/optout).

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For more options, visit [https://groups.google.com/d/optout](https://groups.google.com/d/optout).

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**Author:** ![warkolm](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/warkolm/32/39224_2.png) [@warkolm](https://discuss.elastic.co/u/warkolm)\
**Post date:** [January 30, 2015, 12:08am UTC](https://discuss.elastic.co/t/how-does-es-do-parallel-dispatch-for-searches/21912/4 "2015-01-30T00:08:47Z")

</div>

Each shard is queried in parallel.  
But if you don't have enough threads to query multiple shards at once, then  
it's not the strict definition of parallel as it has to context switch.

On 30 January 2015 at 11:05, Kevin Burton [burtonator@gmail.com](mailto:burtonator@gmail.com) wrote:

> Ha. I appreciate the feedback but this doesn't answer my question.
> 
> Does it query them sequentially or in parallel.
> 
> Using parallel dispatch can dramatically improve performance so I'm trying  
> to track down how this works.
> 
> and I'm aware that the documentation was there, but I couldn't find  
> anything where it explains how the client executes requests.
> 
> I might just have to dive into the source or get on the dev list.
> 
> On Thursday, January 29, 2015 at 1:58:41 PM UTC-8, Mark Walkom wrote:
> 
> > ES queries each applicable shard when processing a query. The docs are  
> > here - [Elasticsearch Platform — Find real-time answers at scale | Elastic](http://www.elasticsearch.org/guide/en/elasticsearch/)  
> > reference/current/index.html
> > 
> > A lot of your problem depends on your setup. Can you give us an overview  
> > of your setup, both infra and data structure?
> > 
> > On 30 January 2015 at 07:57, Kevin Burton [burto...@gmail.com](mailto:burto...@gmail.com) wrote:
> > 
> > > I can't RTFM on this because I can't find the documentation.
> > > 
> > > It looks like some of our queries are taking about 1 second per index  
> > > shard per index.
> > > 
> > > However, the drives are still have low utilization. Around 10% ... so  
> > > I'm trying to figure out how to improve performance. My hunch is that I  
> > > can get ES to do parallel dispatch so that it can execute more queries in  
> > > parallel which the SSDs we're using should be able to handle.
> > > 
> > > --  
> > > You received this message because you are subscribed to the Google  
> > > Groups "elasticsearch" group.  
> > > To unsubscribe from this group and stop receiving emails from it, send  
> > > an email to [elasticsearc...@googlegroups.com](mailto:elasticsearc...@googlegroups.com).  
> > > To view this discussion on the web visit [https://groups.google.com/d/](https://groups.google.com/d/)  
> > > msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%  
> > > [40googlegroups.com](http://40googlegroups.com)  
> > > [https://groups.google.com/d/msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40googlegroups.com?utm\_medium=email&utm\_source=footer](https://groups.google.com/d/msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40googlegroups.com?utm_medium=email&utm_source=footer)  
> > > .  
> > > For more options, visit [https://groups.google.com/d/optout](https://groups.google.com/d/optout).
> > 
> > --  
> > You received this message because you are subscribed to the Google Groups  
> > "elasticsearch" group.  
> > To unsubscribe from this group and stop receiving emails from it, send an  
> > email to [elasticsearch+unsubscribe@googlegroups.com](mailto:elasticsearch+unsubscribe@googlegroups.com).  
> > To view this discussion on the web visit  
> > [https://groups.google.com/d/msgid/elasticsearch/716f62f0-afe5-4221-a252-b57ad7bf296a%40googlegroups.com](https://groups.google.com/d/msgid/elasticsearch/716f62f0-afe5-4221-a252-b57ad7bf296a%40googlegroups.com)  
> > [https://groups.google.com/d/msgid/elasticsearch/716f62f0-afe5-4221-a252-b57ad7bf296a%40googlegroups.com?utm\_medium=email&utm\_source=footer](https://groups.google.com/d/msgid/elasticsearch/716f62f0-afe5-4221-a252-b57ad7bf296a%40googlegroups.com?utm_medium=email&utm_source=footer)  
> > .  
> > For more options, visit [https://groups.google.com/d/optout](https://groups.google.com/d/optout).

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**Author:** ![burtonator](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/burtonator/32/44790_2.png) [@burtonator](https://discuss.elastic.co/u/burtonator)\
**Post date:** [January 30, 2015, 12:18am UTC](https://discuss.elastic.co/t/how-does-es-do-parallel-dispatch-for-searches/21912/5 "2015-01-30T00:18:08Z")

</div>

I assume you mean hardware threads? What I want to avoid is a  
configuration setting. I want all the shards to execute in parallel. Not  
totally concerned about the physical hardware mapping as in practice this  
will be a few hundred nanoseconds 😛

On Thursday, January 29, 2015 at 4:09:15 PM UTC-8, Mark Walkom wrote:

> Each shard is queried in parallel.  
> But if you don't have enough threads to query multiple shards at once,  
> then it's not the strict definition of parallel as it has to context switch.
> 
> On 30 January 2015 at 11:05, Kevin Burton \<[burto...@gmail.com](mailto:burto...@gmail.com)  
> \<javascript:\>\> wrote:
> 
> > Ha. I appreciate the feedback but this doesn't answer my question.
> > 
> > Does it query them sequentially or in parallel.
> > 
> > Using parallel dispatch can dramatically improve performance so I'm  
> > trying to track down how this works.
> > 
> > and I'm aware that the documentation was there, but I couldn't find  
> > anything where it explains how the client executes requests.
> > 
> > I might just have to dive into the source or get on the dev list.
> > 
> > On Thursday, January 29, 2015 at 1:58:41 PM UTC-8, Mark Walkom wrote:
> > 
> > > ES queries each applicable shard when processing a query. The docs are  
> > > here - [Elasticsearch Platform — Find real-time answers at scale | Elastic](http://www.elasticsearch.org/guide/en/elasticsearch/)  
> > > reference/current/index.html
> > > 
> > > A lot of your problem depends on your setup. Can you give us an overview  
> > > of your setup, both infra and data structure?
> > > 
> > > On 30 January 2015 at 07:57, Kevin Burton [burto...@gmail.com](mailto:burto...@gmail.com) wrote:
> > > 
> > > > I can't RTFM on this because I can't find the documentation.
> > > > 
> > > > It looks like some of our queries are taking about 1 second per index  
> > > > shard per index.
> > > > 
> > > > However, the drives are still have low utilization. Around 10% ... so  
> > > > I'm trying to figure out how to improve performance. My hunch is that I  
> > > > can get ES to do parallel dispatch so that it can execute more queries in  
> > > > parallel which the SSDs we're using should be able to handle.
> > > > 
> > > > --  
> > > > You received this message because you are subscribed to the Google  
> > > > Groups "elasticsearch" group.  
> > > > To unsubscribe from this group and stop receiving emails from it, send  
> > > > an email to [elasticsearc...@googlegroups.com](mailto:elasticsearc...@googlegroups.com).  
> > > > To view this discussion on the web visit [https://groups.google.com/d/](https://groups.google.com/d/)  
> > > > msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%  
> > > > [40googlegroups.com](http://40googlegroups.com)  
> > > > [https://groups.google.com/d/msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40googlegroups.com?utm\_medium=email&utm\_source=footer](https://groups.google.com/d/msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40googlegroups.com?utm_medium=email&utm_source=footer)  
> > > > .  
> > > > For more options, visit [https://groups.google.com/d/optout](https://groups.google.com/d/optout).
> > > 
> > > --  
> > > You received this message because you are subscribed to the Google Groups  
> > > "elasticsearch" group.  
> > > To unsubscribe from this group and stop receiving emails from it, send an  
> > > email to [elasticsearc...@googlegroups.com](mailto:elasticsearc...@googlegroups.com) \<javascript:\>.  
> > > To view this discussion on the web visit  
> > > [https://groups.google.com/d/msgid/elasticsearch/716f62f0-afe5-4221-a252-b57ad7bf296a%40googlegroups.com](https://groups.google.com/d/msgid/elasticsearch/716f62f0-afe5-4221-a252-b57ad7bf296a%40googlegroups.com)  
> > > [https://groups.google.com/d/msgid/elasticsearch/716f62f0-afe5-4221-a252-b57ad7bf296a%40googlegroups.com?utm\_medium=email&utm\_source=footer](https://groups.google.com/d/msgid/elasticsearch/716f62f0-afe5-4221-a252-b57ad7bf296a%40googlegroups.com?utm_medium=email&utm_source=footer)  
> > > .  
> > > For more options, visit [https://groups.google.com/d/optout](https://groups.google.com/d/optout).

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<div class="post-metadata">

**Author:** ![warkolm](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/warkolm/32/39224_2.png) [@warkolm](https://discuss.elastic.co/u/warkolm)\
**Post date:** [January 30, 2015, 6:59am UTC](https://discuss.elastic.co/t/how-does-es-do-parallel-dispatch-for-searches/21912/6 "2015-01-30T06:59:53Z")

</div>

Then each is queried in parallel.

On 30 January 2015 at 11:18, Kevin Burton [burtonator@gmail.com](mailto:burtonator@gmail.com) wrote:

> I assume you mean hardware threads? What I want to avoid is a  
> configuration setting. I want all the shards to execute in parallel. Not  
> totally concerned about the physical hardware mapping as in practice this  
> will be a few hundred nanoseconds 😛
> 
> On Thursday, January 29, 2015 at 4:09:15 PM UTC-8, Mark Walkom wrote:
> 
> > Each shard is queried in parallel.  
> > But if you don't have enough threads to query multiple shards at once,  
> > then it's not the strict definition of parallel as it has to context switch.
> > 
> > On 30 January 2015 at 11:05, Kevin Burton [burto...@gmail.com](mailto:burto...@gmail.com) wrote:
> > 
> > > Ha. I appreciate the feedback but this doesn't answer my question.
> > > 
> > > Does it query them sequentially or in parallel.
> > > 
> > > Using parallel dispatch can dramatically improve performance so I'm  
> > > trying to track down how this works.
> > > 
> > > and I'm aware that the documentation was there, but I couldn't find  
> > > anything where it explains how the client executes requests.
> > > 
> > > I might just have to dive into the source or get on the dev list.
> > > 
> > > On Thursday, January 29, 2015 at 1:58:41 PM UTC-8, Mark Walkom wrote:
> > > 
> > > > ES queries each applicable shard when processing a query. The docs are  
> > > > here - [Elasticsearch Platform — Find real-time answers at scale | Elastic](http://www.elasticsearch.org/guide/en/elasticsearch/referenc)  
> > > > e/current/index.html
> > > > 
> > > > A lot of your problem depends on your setup. Can you give us an  
> > > > overview of your setup, both infra and data structure?
> > > > 
> > > > On 30 January 2015 at 07:57, Kevin Burton [burto...@gmail.com](mailto:burto...@gmail.com) wrote:
> > > > 
> > > > > I can't RTFM on this because I can't find the documentation.
> > > > > 
> > > > > It looks like some of our queries are taking about 1 second per index  
> > > > > shard per index.
> > > > > 
> > > > > However, the drives are still have low utilization. Around 10% ... so  
> > > > > I'm trying to figure out how to improve performance. My hunch is that I  
> > > > > can get ES to do parallel dispatch so that it can execute more queries in  
> > > > > parallel which the SSDs we're using should be able to handle.
> > > > > 
> > > > > --  
> > > > > You received this message because you are subscribed to the Google  
> > > > > Groups "elasticsearch" group.  
> > > > > To unsubscribe from this group and stop receiving emails from it, send  
> > > > > an email to [elasticsearc...@googlegroups.com](mailto:elasticsearc...@googlegroups.com).  
> > > > > To view this discussion on the web visit [https://groups.google.com/d/](https://groups.google.com/d/)  
> > > > > msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40goo  
> > > > > [glegroups.com](http://glegroups.com)  
> > > > > [https://groups.google.com/d/msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40googlegroups.com?utm\_medium=email&utm\_source=footer](https://groups.google.com/d/msgid/elasticsearch/d7088d0d-15fa-4925-a16e-fd7152bfccf1%40googlegroups.com?utm_medium=email&utm_source=footer)  
> > > > > .  
> > > > > For more options, visit [https://groups.google.com/d/optout](https://groups.google.com/d/optout).
> > > > 
> > > > --  
> > > > You received this message because you are subscribed to the Google  
> > > > Groups "elasticsearch" group.  
> > > > To unsubscribe from this group and stop receiving emails from it, send  
> > > > an email to [elasticsearc...@googlegroups.com](mailto:elasticsearc...@googlegroups.com).  
> > > > To view this discussion on the web visit [https://groups.google.com/d/](https://groups.google.com/d/)  
> > > > msgid/elasticsearch/716f62f0-afe5-4221-a252-b57ad7bf296a%  
> > > > [40googlegroups.com](http://40googlegroups.com)  
> > > > [https://groups.google.com/d/msgid/elasticsearch/716f62f0-afe5-4221-a252-b57ad7bf296a%40googlegroups.com?utm\_medium=email&utm\_source=footer](https://groups.google.com/d/msgid/elasticsearch/716f62f0-afe5-4221-a252-b57ad7bf296a%40googlegroups.com?utm_medium=email&utm_source=footer)  
> > > > .  
> > > > For more options, visit [https://groups.google.com/d/optout](https://groups.google.com/d/optout).
> > 
> > --  
> > You received this message because you are subscribed to the Google Groups  
> > "elasticsearch" group.  
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> > To view this discussion on the web visit  
> > [https://groups.google.com/d/msgid/elasticsearch/f104c138-1b4d-4aa0-9301-e01f8e95b775%40googlegroups.com](https://groups.google.com/d/msgid/elasticsearch/f104c138-1b4d-4aa0-9301-e01f8e95b775%40googlegroups.com)  
> > [https://groups.google.com/d/msgid/elasticsearch/f104c138-1b4d-4aa0-9301-e01f8e95b775%40googlegroups.com?utm\_medium=email&utm\_source=footer](https://groups.google.com/d/msgid/elasticsearch/f104c138-1b4d-4aa0-9301-e01f8e95b775%40googlegroups.com?utm_medium=email&utm_source=footer)  
> > .  
> > For more options, visit [https://groups.google.com/d/optout](https://groups.google.com/d/optout).

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---

<div class="post-metadata">

**Author:** ![system](https://us1.discourse-cdn.com/elastic/original/3X/1/a/1ac57faf039f6b580b3f104ef42a2a89e41014de.png) [@system](https://discuss.elastic.co/u/system)\
**Post date:** [July 6, 2017, 12:35am UTC](https://discuss.elastic.co/t/how-does-es-do-parallel-dispatch-for-searches/21912/7 "2017-07-06T00:35:46Z")

</div>


