Home | About | Sematext search-lucene.com search-hadoop.com
 Search Hadoop and all its subprojects:

Switch to Threaded View
MapReduce >> mail # user >> Re: Hardware Selection for Hadoop

Copy link to this message
Re: Hardware Selection for Hadoop
I really doubt if he would spend $ to by 10 cores on a die CPU for "proof of concept" machines.
Actually, I even think of telling you to gathering old machines (but reliable) as much as you can collect.
Put as much as disks, Ram you can. teaming up NIC if you can, and at that point you can proof your concept up to certain point.

You will get the idea how is your application will behave, how big of the data set you will play with
is the application cpu or io bound, and from that you can go out shopping buy the best fit server configuration.

On May 6, 2013, at 4:17 AM, Michel Segel <[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>> wrote:

8 physical cores is so 2009 - 2010 :-)

Intel now offers a chip w 10 physical cores on a die.
You are better off thinking of 4-8 GB per physical core.
It depends on what you want to do, and what you think you may want to do...

It also depends on the price points of the hardware. Memory, drives, CPUs (price by clock speeds...) you just need to find the right optimum between price and performance...
Sent from a remote device. Please excuse any typos...

Mike Segel

On May 5, 2013, at 1:47 PM, Ted Dunning <[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>> wrote:
Data nodes normally are also task nodes.  With 8 physical cores it isn't that unreasonable to have 64GB whereas 24GB really is going to pinch.

Achieving highest performance requires that you match the capabilities of your nodes including CPU, memory, disk and networking.  The standard wisdom is 4-6GB of RAM per core, at least a spindle per core and 1/2 to 2/3 of disk bandwidth available as network bandwidth.

If you look at the different configurations mentioned in this thread, you will see different limitations.

For instance:

2 x Quad cores Intel
2-3 TB x 6 SATA         <==== 6 disk < desired 8 or more
64GB mem                <==== slightly larger than necessary
2 1GBe NICs teaming     <==== 2 x 100 MB << 400MB = 2/3 x 6 x 100MB

This configuration is mostly limited by networking bandwidth

2 x Quad cores Intel
2-3 TB x 6 SATA         <==== 6 disk < desired 8 or more
24GB mem                <==== 24GB << 8 x 6GB
2 10GBe NICs teaming    <==== 2 x 1000 MB > 400MB = 2/3 x 6 x 100MB

This configuration is weak on disk relative to CPU and very weak on disk relative to network speed.  The worst problem, however, is likely to be small memory.  This will likely require us to decrease the number of slots by half or more making it impossible to even use the 6 disks that we have and making the network even more outrageously over-provisioned.
On Sun, May 5, 2013 at 9:41 AM, Rahul Bhattacharjee <[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>> wrote:
IMHO ,64 G looks bit high for DN. 24 should be good enough for DN.
On Tue, Apr 30, 2013 at 12:19 AM, Patai Sangbutsarakum <[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>> wrote:
2 x Quad cores Intel
2-3 TB x 6 SATA
64GB mem
2 NICs teaming

my 2 cents
On Apr 29, 2013, at 9:24 AM, Raj Hadoop <[EMAIL PROTECTED]<mailto:[EMAIL PROTECTED]>>


I have to propose some hardware requirements in my company for a Proof of Concept with Hadoop. I was reading Hadoop Operations and also saw Cloudera Website. But just wanted to know from the group - what is the requirements if I have to plan for a 5 node cluster. I dont know at this time, the data that need to be processed at this time for the Proof of Concept. So - can you suggest something to me?