You have to increase your RAM. We have upgraded our Solr cluster to  12 solr 
nodes, each with 64G RAM, our shard size is around 25G, each server only hosts 
either one shard ( leading node or replica),  Performance is very good.
For better performance, memory needs to be over your shard size.


Kind regards,

Daphne Liu
BI Architect • Big Data - Matrix SCM

CEVA Logistics / 10751 Deerwood Park Blvd, Suite 200, Jacksonville, FL 32256 
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Making business flow

-----Original Message-----
From: zhenyuan wei <tins...@gmail.com>
Sent: Tuesday, September 18, 2018 3:12 AM
To: solr-user@lucene.apache.org
Subject: Re: 20180917-Need Apache SOLR support

I have 6 machines,and each machine run a solr server, each solr server use RAM 
18GB.  Total document number is 3.2billion,1.4TB ,
my collection‘s replica factor is 1。collection shard number is
 60,currently each shard is 20~30GB。
15 fields per document。 Query rate is slow now,maybe 100-500 requests per 
second.

Shawn Heisey <apa...@elyograg.org> 于2018年9月18日周二 下午12:07写道:

> On 9/17/2018 9:05 PM, zhenyuan wei wrote:
> > Is that means: Small amount of shards  gains  better performance?
> > I also have a usecase which contains 3 billion documents,the
> > collection contains 60 shard now. Is that 10 shard is better than 60 shard?
>
> There is no definite answer to this question.  It depends on a bunch
> of things.  How big is each shard once it's finally built?  What's
> your query rate?  How many machines do you have, and how much memory
> do those machines have?
>
> Thanks,
> Shawn
>
>

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