Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-27 Thread Vivek Khera


On Apr 25, 2006, at 5:09 PM, Ron Peacetree wrote:

...and even if you do buy Intel, =DONT= buy Dell unless you like  
causing trouble for yourself.
Bad experiences with Dell in general and their poor PERC RAID  
controllers in specific are all over this and other DB forums.


I don't think that their current controllers suck like their older  
ones did.  That's what you'll read about in the archives -- the old  
stuff.  Eg, the 1850's embedded RAID controller really flies, but it  
only works with the internal disks.  I can't comment on the external  
array controller for the 1850, but I cannot imagine it being any slower.


And personally, I've not experienced any major problems aside from  
two bad PE1550's 4 years ago.  And I have currently about 15 Dell  
servers running 24x7x365 doing various tasks, including postgres.


However, my *big* databases always go on dual opteron boxes.  my  
current favorite is the SunFire X4100 with an external RAID.



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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread mark
On Tue, Apr 25, 2006 at 11:07:17PM -0400, Ron Peacetree wrote:
 THROUGHPUT is better with DDR2 if and only if there is enough data
 to be fetched in a serial fashion from memory.
 LATENCY however is dependent on the base clock rate of the RAM
 involved.  So PC3200, 200MHz x2, is going to actually perform better
 than PC2-5400, 166MHz x4, for almost any memory access pattern
 except those that are highly sequential.

I had forgotten about this. Still, it's not quite as simple as you say.

DDR2 has increased latency, however, it has a greater upper limit,
and when run at the same clock speed (200 Mhz for 200 Mhz), it is
not going to perform worse. Add in double the pre-fetching capability,
and what you get is that most benchmarks show DDR2 5400 as being
slightly faster than DDR 3200.

AMD is switching to DDR2, and I believe that, even after making such a
big deal about latency, and why they wouldn't switch to DDR2, they are
now saying that their on-chip memory controller will be able to access
DDR2 memory (when they support it soon) faster than Intel can, not
having an on-chip memory controller.

You said that DB accesses are random. I'm not so sure. In PostgreSQL,
are not the individual pages often scanned sequentially, especially
because all records are variable length? You don't think PostgreSQL
will regularly read 32 bytes (8 bytes x 4) at a time, in sequence?
Whether for table pages, or index pages - I'm not seeing why the
accesses wouldn't be sequential. You believe PostgreSQL will access
the table pages and index pages randomly on a per-byte basis? What
is the minimum PostgreSQL record size again? Isn't it 32 bytes or
over? :-)

I wish my systems were running the same OS, and I'd run a test for
you. Alas, I don't think comparing Windows to Linux would be valuable.

 A minor point to be noted in addition here is that most DB servers
 under load are limited by their physical IO subsystem, their HDs,
 and not the speed of their RAM.

It seems like a pretty major point to me. :-)

It's why Opteron with RAID kicks ass over HyperTransport.

 All of the above comments about the relative performance of
 different RAM types become insignificant when performance is gated
 by the HD subsystem.

Yes.

Luckily - we don't all have Terrabyte databases... :-)

Cheers,
mark

-- 
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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread Ron Peacetree
I'm posting this to the entire performance list in the hopes that it will be 
generally useful.
=r

-Original Message-
From: [EMAIL PROTECTED]
Sent: Apr 26, 2006 3:25 AM
To: Ron Peacetree [EMAIL PROTECTED]
Subject: Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

Hi Ron:

As a result of your post on the matter, I've been redoing some of my
online research on this subject, to see whether I do have one or more
things wrong.

I'm always in favor of independent investigation to find the truth. :-)


You say:

 THROUGHPUT is better with DDR2 if and only if there is enough data
 to be fetched in a serial fashion from memory.
...
 So PC3200, 200MHz x2, is going to actually perform better than
 PC2-5400, 166MHz x4, for almost any memory access pattern except
 those that are highly sequential.
...
 For the mostly random memory access patterns that comprise many DB
 applications, the base latency of the RAM involved is going to
 matter more than the peak throughput AKA the bandwidth of that RAM.

I'm trying to understand right now - why does DDR2 require data to be
fetched in a serial fashion, in order for it to maximize bandwidth?

SDR transfers data on either the rising or falling edge of its clock cycle.

DDR transfers data on both the rising and falling edge of the base clock 
signal.  If there is a contiguous chunk of 2+ datums to be transferred.

DDR2 basically has a second clock that cycles at 2x the rate of the base clock 
and thus we get 4 data transfers per base clock cycle.  If there is a 
contiguous chunk of 4+ datums to be transferred.

Note also what happens when transferring the first datum after a lull period.
For purposes of example, let's pretend that we are talking about a base clock 
rate of 200MHz= 5ns.

The SDR still transfers data every 5ns no matter what.
The DDR transfers the 1st datum in 10ns and then assuming there are at least 2 
sequential datums to be transferred will transfer the 2nd and subsequent 
sequential pieces of data every 2.5ns.
The DDR2 transfers the 1st datum in 20ns and then assuming there are at least 4 
sequential datums to be transferred will transfer the 2nd and subsequent 
sequential pieces of data every 1.25ns.

Thus we can see that randomly accessing RAM degrades performance significantly 
for DDR and DDR2.   We can also see that the conditions for optimal RAM 
performance become more restrictive as we go from SDR to DDR to DDR2.
The reason DDR2 with a low base clock rate excelled at tasks like streaming 
multimedia and stank at things like small transaction OLTP DB applications is 
now apparent.

Factors like CPU prefetching and victim buffers can muddy this picture a bit.
Also, if the CPU's off die IO is slower than the RAM it is talking to, how fast 
that RAM is becomes unimportant.

The reason AMD is has held off from supporting DDR2 until now are:
1.  DDR is EOL.  JEDEC is not ratifying any DDR faster than 200x2 while DDR2 
standards as fast as 333x4 are likely to be ratified (note that Intel pretty 
much avoided DDR, leaving it to AMD, while DDR2 is Intel's main RAM technology. 
 Guess who has more pull with JEDEC?)

2.  DDR and DDR2 RAM with equal base clock rates are finally available, 
removing the biggest performance difference between DDR and DDR2.

3.  Due to the larger demand for DDR2, more of it is produced.  That in turn 
has resulted in larger supplies of DDR2 than DDR.  Which in turn, especially 
when combined with the factors above, has resulted in lower prices for DDR2 
than for DDR of the same or faster base clock rate by now.

Hope this is helpful,
Ron

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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread David Boreham




The reason AMD is has held off from supporting DDR2 until now are:
1.  DDR is EOL.  JEDEC is not ratifying any DDR faster than 200x2 while DDR2 
standards as fast as 333x4 are likely to be ratified (note that Intel pretty 
much avoided DDR, leaving it to AMD, while DDR2 is Intel's main RAM technology. 
 Guess who has more pull with JEDEC?)

 


DDR2 is to RDRAM as C# is to Java

;)



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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread William Yu

[EMAIL PROTECTED] wrote:


I have an Intel Pentium D 920, and an AMD X2 3800+. These are very
close in performance. The retail price difference is:

Intel Pentium D 920 is selling for $310 CDN
AMD X2 3800+is selling for $347 CDN

Anybody who claims that Intel is 2X more expensive for the same
performance, isn't considering all factors. No question at all - the
Opteron is good, and the Xeon isn't - but the original poster didn't
ask about Opeteron or Xeon, did he? For the desktop lines - X2 is not
double Pentium D. Maybe 10%. Maybe not at all. Especially now that
Intel is dropping it's prices due to overstock.


There's part of the equation you are missing here. This is a PostgreSQL 
mailing list which means we're usually talking about performance of just 
this specific server app. While in general there may not be that much of 
a % difference between the 2 chips, there's a huge gap in Postgres. For 
whatever reason, Postgres likes Opterons. Way more than Intel 
P4-architecture chips. (And it appears way more than IBM Power4 chips 
and a host of other chips also.)


Here's one of the many discussions we had about this issue last year:

http://qaix.com/postgresql-database-development/337-670-re-opteron-vs-xeon-was-what-to-do-with-6-disks-read.shtml

The exact reasons why Opteron runs PostgreSQL so much better than P4s, 
we're not 100% sure of. We have guesses -- lower memory latency, lack of 
shared FSB, better 64-bit, 64-bit IOMMU, context-switch storms on P4, 
better dualcore implementation and so on. Perhaps it's a combination of 
all the above factors but somehow, the general experience people have 
had is that equivalently priced Opterons servers run PostgreSQL 2X 
faster than P4 servers as the baseline and the gap increases as you add 
more sockets and more cores.


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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread David Boreham


While in general there may not be that much of a % difference between 
the 2 chips,
there's a huge gap in Postgres. For whatever reason, Postgres likes 
Opterons.

Way more than Intel P4-architecture chips.

It isn't only Postgres. I work on a number of other server applications
that also run much faster on Opterons than the published benchmark
figures would suggest they should. They're all compiled with gcc4,
so possibly there's a compiler issue. I don't run Windows on any
of our Opteron boxes so I can't easily compare using the MS compiler.





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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread Ron Peacetree
Mea Culpa.  There is a mistake in my example for SDR vs DDR vs DDR2.
This is what I get for posting before my morning coffee.

The base latency for all of the memory types is that of the base clock rate; 
200MHz= 5ns in my given examples.

I double factored, making DDR and DDR2 worse than they actually are.

Again, my apologies.
Ron

-Original Message-
From: Ron Peacetree [EMAIL PROTECTED]
Sent: Apr 26, 2006 8:40 AM
To: [EMAIL PROTECTED], pgsql-performance@postgresql.org
Subject: Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

I'm posting this to the entire performance list in the hopes that it will be 
generally useful.
=r
snip

Note also what happens when transferring the first datum after a lull period.
For purposes of example, let's pretend that we are talking about a base clock 
rate of 200MHz= 5ns.

The SDR still transfers data every 5ns no matter what.
The DDR transfers the 1st datum in 10ns and then assuming there are at least 2 
sequential datums to be transferred will transfer the 2nd and subsequent 
sequential pieces of data every 2.5ns.
The DDR2 transfers the 1st datum in 20ns and then assuming there are at least 
4 sequential datums to be transferred will transfer the 2nd and subsequent 
sequential pieces of data every 1.25ns.

=5= ns to first transfer in all 3 casess.  Bad Ron.   No Biscuit!


Thus we can see that randomly accessing RAM degrades performance significantly 
for DDR and DDR2.   We can also see that the conditions for optimal RAM 
performance become more restrictive as we go from SDR to DDR to DDR2.
The reason DDR2 with a low base clock rate excelled at tasks like streaming 
multimedia and stank at things like small transaction OLTP DB applications is 
now apparent.

Factors like CPU prefetching and victim buffers can muddy this picture a bit.
Also, if the CPU's off die IO is slower than the RAM it is talking to, how 
fast that RAM is becomes unimportant.

These statements, and everything else I posted, are accurate.

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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread PFC


	Have a look at this Wikipedia page which outlines some differences  
between the AMD and Intel versions of 64-bit :


http://en.wikipedia.org/wiki/EM64T


It isn't only Postgres. I work on a number of other server applications
that also run much faster on Opterons than the published benchmark
figures would suggest they should. They're all compiled with gcc4,
so possibly there's a compiler issue. I don't run Windows on any
of our Opteron boxes so I can't easily compare using the MS compiler.



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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread Scott Marlowe
On Tue, 2006-04-25 at 18:55, Jim C. Nasby wrote:
 On Tue, Apr 25, 2006 at 01:33:38PM -0500, Scott Marlowe wrote:
  On Tue, 2006-04-25 at 13:14, Bill Moran wrote:
   I've been given the task of making some hardware recommendations for
   the next round of server purchases.  The machines to be purchased
   will be running FreeBSD  PostgreSQL.
   
   Where I'm stuck is in deciding whether we want to go with dual-core
   pentiums with 2M cache, or with HT pentiums with 8M cache.
  
  Given a choice between those two processors, I'd choose the AMD 64 x 2
  CPU.  It's a significantly better processor than either of the Intel
  choices.  And if you get the HT processor, you might as well turn of HT
  on a PostgreSQL machine.  I've yet to see it make postgresql run faster,
  but I've certainly seen HT make it run slower.
 
 Actually, believe it or not, a coworker just saw HT double the
 performance of pgbench on his desktop machine. Granted, not really a
 representative test case, but it still blew my mind. This was with a
 database that fit in his 1G of memory, and running windows XP. Both
 cases were newly minted pgbench databases with a scale of 40. Testing
 was 40 connections and 100 transactions. With HT he saw 47.6 TPS,
 without it was 21.1.
 
 I actually had IT build put w2k3 server on a HT box specifically so I
 could do more testing.

Just to clarify, this is PostgreSQL on Windows, right?

I wonder if the latest Linux kernel can do that well...  I'm guessing
that the kernel scheduler in Windows has had a lot of work to make it
good at scheduling on a HT architecture than the linux kernel has.

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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread William Yu

David Boreham wrote:

It isn't only Postgres. I work on a number of other server applications
that also run much faster on Opterons than the published benchmark
figures would suggest they should. They're all compiled with gcc4,
so possibly there's a compiler issue. I don't run Windows on any
of our Opteron boxes so I can't easily compare using the MS compiler.



Maybe it's just a fact that the majority of x86 64-bit development for 
open source software happens on Opteron/A64 machines. 64-bit AMD 
machines were selling a good year before 64-bit Intel machines were 
available. And even after Intel EMT64 were available, anybody in their 
right mind would have picked AMD machines over Intel due to 
cost/heat/performance. So you end up with 64-bit OSS being 
developed/optimized for Opterons and the 10% running Intel EMT64 handle 
compatibility issues.


Would be interesting to see a survey of what machines OSS developers use 
to write/test/optimize their code.


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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread Scott Marlowe
On Tue, 2006-04-25 at 20:17, [EMAIL PROTECTED] wrote:
 On Tue, Apr 25, 2006 at 08:54:40PM -0400, [EMAIL PROTECTED] wrote:
  I made the choice I describe based on a lot of research. I was going
  to go both Intel, until I noticed that the Intel prices were dropping
  fast. 30% price cut in 2 months. AMD didn't drop at all during the
  same time.
 
 Errr.. big mistake. That was going to be - I was going to go both AMD.
 
  There are plenty of reasons to choose one over the other. Generally
  the AMD comes out on top. It is *not* 2X though. Anybody who claims
  this is being highly selective about which benchmarks they consider.
 
 I have an Intel Pentium D 920, and an AMD X2 3800+. These are very
 close in performance. The retail price difference is:
 
 Intel Pentium D 920 is selling for $310 CDN
 AMD X2 3800+is selling for $347 CDN

Let me be clear.  The performance difference between those boxes running
the latest first person shooter is not what I was alluding to in my
first post.  While the price of the Intel's may have dropped, there's a
huge difference (often 2x or more) in performance when running
PostgreSQL on otherwise similar chips from Intel and AMD.

Note that my workstation at work, my workstation at home, and my laptop
are all intel based machines.  They work fine for that.  But if I needed
to build a big fast oracle or postgresql server, I'd almost certainly go
with the AMD, especially so if I needed 2 cores, where the performance
difference becomes greater and greater.

You'd likely find that for PostgreSQL, the slowest dual core AMDs out
would still beat the fasted Intel Dual cores, because of the issue we've
seen on the list with context switching storms.

If you haven't actually run a heavy benchmark of postgresql on the two
architectures, please don't make your decision based on other
benchmarks.  Since you've got both a D920 and an X2 3800, that'd be a
great place to start.  Mock up some benchmark with a couple dozen
threads hitting the server at once and see if the Intel can keep up.  It
should do OK, but not great.  If you can get your hands on a dual
dual-core setup for either, you should really start to see the advantage
going to AMD, and by the time you get to a quad dual core setup, it
won't even be a contest.

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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread Jim C. Nasby
On Wed, Apr 26, 2006 at 10:27:18AM -0500, Scott Marlowe wrote:
 If you haven't actually run a heavy benchmark of postgresql on the two
 architectures, please don't make your decision based on other
 benchmarks.  Since you've got both a D920 and an X2 3800, that'd be a
 great place to start.  Mock up some benchmark with a couple dozen
 threads hitting the server at once and see if the Intel can keep up.  It

Or better yet, use dbt* or even pgbench so others can reproduce...
-- 
Jim C. Nasby, Sr. Engineering Consultant  [EMAIL PROTECTED]
Pervasive Software  http://pervasive.comwork: 512-231-6117
vcard: http://jim.nasby.net/pervasive.vcf   cell: 512-569-9461

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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread Jim C. Nasby
On Tue, Apr 25, 2006 at 11:07:17PM -0400, Ron Peacetree wrote:
 A minor point to be noted in addition here is that most DB servers under load 
 are limited by their physical IO subsystem, their HDs, and not the speed of 
 their RAM.

I think if that were the only consideration we wouldn't be seeing such a
dramatic difference between AMD and Intel though. Even in a disk-bound
server, caching is going to have a tremendous impact, and that's
essentially entirely bound by memory bandwith and latency.
-- 
Jim C. Nasby, Sr. Engineering Consultant  [EMAIL PROTECTED]
Pervasive Software  http://pervasive.comwork: 512-231-6117
vcard: http://jim.nasby.net/pervasive.vcf   cell: 512-569-9461

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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread Bruce Momjian
Jim C. Nasby wrote:
 On Wed, Apr 26, 2006 at 10:27:18AM -0500, Scott Marlowe wrote:
  If you haven't actually run a heavy benchmark of postgresql on the two
  architectures, please don't make your decision based on other
  benchmarks.  Since you've got both a D920 and an X2 3800, that'd be a
  great place to start.  Mock up some benchmark with a couple dozen
  threads hitting the server at once and see if the Intel can keep up.  It
 
 Or better yet, use dbt* or even pgbench so others can reproduce...

For why Opterons are superior to Intel for PostgreSQL, see:

http://techreport.com/reviews/2005q2/opteron-x75/index.x?pg=2

Section MESI-MESI-MOESI Banana-fana  Specifically, this part about
the Intel implementation:

The processor with the Invalid data in its cache (CPU 0, let's say)
might then wish to modify that chunk of data, but it could not do so
while the only valid copy of the data is in the cache of the other
processor (CPU 1). Instead, CPU 0 would have to wait until CPU 1 wrote
the modified data back to main memory before proceeding.and that takes
time, bus bandwidth, and memory bandwidth. This is the great drawback of
MESI.

AMD transfers the dirty cache line directly from cpu to cpu.  I can
imaging that helping our test-and-set shared memory usage quite a bit.

-- 
  Bruce Momjian   http://candle.pha.pa.us
  EnterpriseDBhttp://www.enterprisedb.com

  + If your life is a hard drive, Christ can be your backup. +

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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread Jim C. Nasby
On Wed, Apr 26, 2006 at 06:16:46PM -0400, Bruce Momjian wrote:
 Jim C. Nasby wrote:
  On Wed, Apr 26, 2006 at 10:27:18AM -0500, Scott Marlowe wrote:
   If you haven't actually run a heavy benchmark of postgresql on the two
   architectures, please don't make your decision based on other
   benchmarks.  Since you've got both a D920 and an X2 3800, that'd be a
   great place to start.  Mock up some benchmark with a couple dozen
   threads hitting the server at once and see if the Intel can keep up.  It
  
  Or better yet, use dbt* or even pgbench so others can reproduce...
 
 For why Opterons are superior to Intel for PostgreSQL, see:
 
   http://techreport.com/reviews/2005q2/opteron-x75/index.x?pg=2
 
 Section MESI-MESI-MOESI Banana-fana  Specifically, this part about
 the Intel implementation:
 
   The processor with the Invalid data in its cache (CPU 0, let's say)
   might then wish to modify that chunk of data, but it could not do so
   while the only valid copy of the data is in the cache of the other
   processor (CPU 1). Instead, CPU 0 would have to wait until CPU 1 wrote
   the modified data back to main memory before proceeding.and that takes
   time, bus bandwidth, and memory bandwidth. This is the great drawback of
   MESI.
 
 AMD transfers the dirty cache line directly from cpu to cpu.  I can
 imaging that helping our test-and-set shared memory usage quite a bit.

Wasn't the whole point of test-and-set that it's the recommended way to
do lightweight spinlocks according to AMD/Intel? You'd think they'd have
a way to make that performant on multiple CPUs (though if it's relying
on possibly modifying an underlying data page I can't really think of
how to do that without snaking through the cache...)
-- 
Jim C. Nasby, Sr. Engineering Consultant  [EMAIL PROTECTED]
Pervasive Software  http://pervasive.comwork: 512-231-6117
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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-26 Thread mark
On Wed, Apr 26, 2006 at 05:37:31PM -0500, Jim C. Nasby wrote:
 On Wed, Apr 26, 2006 at 06:16:46PM -0400, Bruce Momjian wrote:
  AMD transfers the dirty cache line directly from cpu to cpu.  I can
  imaging that helping our test-and-set shared memory usage quite a bit.
 Wasn't the whole point of test-and-set that it's the recommended way to
 do lightweight spinlocks according to AMD/Intel? You'd think they'd have
 a way to make that performant on multiple CPUs (though if it's relying
 on possibly modifying an underlying data page I can't really think of
 how to do that without snaking through the cache...)

It's expensive no matter what. One method might be less expensive than
another. :-)

AMD definately seems to have things right for lowest absolute latency.
2X still sounds like an extreme case - but until I've actually tried a
very large, or thread intensive PostgreSQL db on both, I probably
shouldn't doubt the work of others too much. :-)

Cheers,
mark

-- 
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   and in the darkness bind them...

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[PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Bill Moran

I've been given the task of making some hardware recommendations for
the next round of server purchases.  The machines to be purchased
will be running FreeBSD  PostgreSQL.

Where I'm stuck is in deciding whether we want to go with dual-core
pentiums with 2M cache, or with HT pentiums with 8M cache.

Both of these are expensive bits of hardware, and I'm trying to
gather as much evidence as possible before making a recommendation.
The FreeBSD community seems pretty divided over which is likely to
be better, and I have been unable to discover a method for estimating
how much of the 2M cache on our existing systems is being used.

Does anyone in the PostgreSQL community have any experience with
large caches or dual-core pentiums that could make any recommendations?
Our current Dell 2850 systems are CPU bound - i.e. they have enough
RAM, and fast enough disks that the CPUs seem to be the limiting
factor.  As a result, this decision on what kind of CPUs to get in
the next round of servers is pretty important.

Any advice is much appreciated.

-- 
Bill Moran
Collaborative Fusion Inc.


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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Scott Marlowe
On Tue, 2006-04-25 at 13:14, Bill Moran wrote:
 I've been given the task of making some hardware recommendations for
 the next round of server purchases.  The machines to be purchased
 will be running FreeBSD  PostgreSQL.
 
 Where I'm stuck is in deciding whether we want to go with dual-core
 pentiums with 2M cache, or with HT pentiums with 8M cache.

Given a choice between those two processors, I'd choose the AMD 64 x 2
CPU.  It's a significantly better processor than either of the Intel
choices.  And if you get the HT processor, you might as well turn of HT
on a PostgreSQL machine.  I've yet to see it make postgresql run faster,
but I've certainly seen HT make it run slower.

If you can't run AMD in your shop due to bigotry (let's call a spade a
spade) then I'd recommend the real dual core CPU with 2M cache.  Most of
what makes a database slow is memory and disk bandwidth.  Few datasets
are gonna fit in that 8M cache, and when they do, they'll get flushed
right out by the next request anyway.

 Does anyone in the PostgreSQL community have any experience with
 large caches or dual-core pentiums that could make any recommendations?
 Our current Dell 2850 systems are CPU bound - i.e. they have enough
 RAM, and fast enough disks that the CPUs seem to be the limiting
 factor.  As a result, this decision on what kind of CPUs to get in
 the next round of servers is pretty important.

If the CPUs are running at 100% then you're likely not memory I/O bound,
but processing speed bound.  The dual core will definitely be the better
option in that case.  I take it you work at a Dell Only place, hence
no AMD for you...

Sad, cause the AMD is, on a price / performance scale, twice the
processor for the same money as the Intel.

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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Gavin Hamill
On Tue, 25 Apr 2006 14:14:35 -0400
Bill Moran [EMAIL PROTECTED] wrote:

 Does anyone in the PostgreSQL community have any experience with
 large caches or dual-core pentiums that could make any
 recommendations? 

Heh :) You're in the position I was in about a year ago - we naturally
replaced our old Dell 2650 with £14k of Dell 6850 Quad Xeon with 8M
cache, and TBH the performance is woeful :/

Having gone through Postgres consultancy, been through IBM 8-way POWER4
hardware, discovered a bit of a shortcoming in PG on N-way hardware
(where N is large) [1] , I have been able to try out a dual-dual-core
Opteron machine, and it flies.

In fact, it flies so well that we ordered one that day. So, in short
£3k's worth of dual-opteron beat the living daylights out of our Xeon
monster. I can't praise the Opteron enough, and I've always been a firm
Intel pedant - the HyperTransport stuff must really be doing wonders. I
typically see 500ms searches on it instead of 1000-2000ms on the Xeon)

As it stands, I've had to borrow this Opteron so much (and send live
searches across the net to the remote box) because otherwise we simply
don't have enough CPU power to run the website (!)

Cheers,
Gavin.

[1] Simon Riggs + Tom Lane are currently involved in optimisation work
for this - it turns out our extremely read-heavy load pattern reveals
some buffer locking issues in PG.

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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Scott Marlowe
On Tue, 2006-04-25 at 13:14, Bill Moran wrote:
 I've been given the task of making some hardware recommendations for
 the next round of server purchases.  The machines to be purchased
 will be running FreeBSD  PostgreSQL.
 
 Where I'm stuck is in deciding whether we want to go with dual-core
 pentiums with 2M cache, or with HT pentiums with 8M cache.

BTW: For an interesting article on why the dual core Opterons are so
much better than their Intel cousins, read this article:

http://techreport.com/reviews/2005q2/opteron-x75/index.x?pg=1

Enlightening read.

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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread mark
On Tue, Apr 25, 2006 at 01:33:38PM -0500, Scott Marlowe wrote:
 Sad, cause the AMD is, on a price / performance scale, twice the
 processor for the same money as the Intel.

Maybe a year or two ago. Prices are all coming down. Intel more
than AMD.

AMD still seems better - but not X2, and it depends on the workload.

X2 sounds like biggotry against Intel... :-)

Cheers,
mark

-- 
[EMAIL PROTECTED] / [EMAIL PROTECTED] / [EMAIL PROTECTED] 
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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Scott Marlowe
On Tue, 2006-04-25 at 13:38, [EMAIL PROTECTED] wrote:
 On Tue, Apr 25, 2006 at 01:33:38PM -0500, Scott Marlowe wrote:
  Sad, cause the AMD is, on a price / performance scale, twice the
  processor for the same money as the Intel.
 
 Maybe a year or two ago. Prices are all coming down. Intel more
 than AMD.
 
 AMD still seems better - but not X2, and it depends on the workload.
 
 X2 sounds like biggotry against Intel... :-)

Actually, that was from an article from this last month that compared
the dual core intel to the amd.  for every dollar spent on the intel,
you got about half the performance of the amd.  Not bigotry.  fact.

But don't believe me or the other people who've seen the difference.  Go
buy the Intel box.  No skin off my back.



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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Joshua D. Drake

Bill Moran wrote:

I've been given the task of making some hardware recommendations for
the next round of server purchases.  The machines to be purchased
will be running FreeBSD  PostgreSQL.

Where I'm stuck is in deciding whether we want to go with dual-core
pentiums with 2M cache, or with HT pentiums with 8M cache.


Dual Core Opterons :)

Joshua D. Drake



Both of these are expensive bits of hardware, and I'm trying to
gather as much evidence as possible before making a recommendation.
The FreeBSD community seems pretty divided over which is likely to
be better, and I have been unable to discover a method for estimating
how much of the 2M cache on our existing systems is being used.

Does anyone in the PostgreSQL community have any experience with
large caches or dual-core pentiums that could make any recommendations?
Our current Dell 2850 systems are CPU bound - i.e. they have enough
RAM, and fast enough disks that the CPUs seem to be the limiting
factor.  As a result, this decision on what kind of CPUs to get in
the next round of servers is pretty important.

Any advice is much appreciated.




--

   === The PostgreSQL Company: Command Prompt, Inc. ===
 Sales/Support: +1.503.667.4564 || 24x7/Emergency: +1.800.492.2240
 Providing the most comprehensive  PostgreSQL solutions since 1997
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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Joshua D. Drake



But don't believe me or the other people who've seen the difference.  Go
buy the Intel box.  No skin off my back.


To be more detailed... AMD Opteron has some specific technical 
advantages to their design over Intel when it comes to peforming for a 
database. Specifically no front side bus :)


Also it is widely known and documented (just review the archives) that 
AMD performs better then the equivelant Intel CPU, dollar for dollar.


Lastly it is also known that Dell frankly, sucks for PostgreSQL. Again, 
check the archives.


Joshua D. Drake


--

   === The PostgreSQL Company: Command Prompt, Inc. ===
 Sales/Support: +1.503.667.4564 || 24x7/Emergency: +1.800.492.2240
 Providing the most comprehensive  PostgreSQL solutions since 1997
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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread David Boreham






  Actually, that was from an article from this last month that compared
the dual core intel to the amd.  for every dollar spent on the intel,
you got about half the performance of the amd.  Not bigotry.  fact.

But don't believe me or the other people who've seen the difference.  Go
buy the Intel box.  No skin off my back.
  

I've been doing plenty of performance evaluation on a parallel
application
we're developing here : on Dual Core Opterons, P4, P4D. I can say that
the Opterons open up a can of wupass on the Intel processors. Almost 2x
the performance on our application vs. what the SpecCPU numbers would 
suggest.






Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Joshua D. Drake

David Boreham wrote:



Actually, that was from an article from this last month that compared
the dual core intel to the amd.  for every dollar spent on the intel,
you got about half the performance of the amd.  Not bigotry.  fact.

But don't believe me or the other people who've seen the difference.  Go
buy the Intel box.  No skin off my back.
  

I've been doing plenty of performance evaluation on a parallel application
we're developing here : on Dual Core Opterons, P4, P4D. I can say that
the Opterons open up a can of wupass on the Intel processors. Almost 2x
the performance on our application vs. what the SpecCPU numbers would
suggest.


Because Stone Cold Said So!







--

   === The PostgreSQL Company: Command Prompt, Inc. ===
 Sales/Support: +1.503.667.4564 || 24x7/Emergency: +1.800.492.2240
 Providing the most comprehensive  PostgreSQL solutions since 1997
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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Bruce Momjian
Joshua D. Drake wrote:
 David Boreham wrote:
  
  Actually, that was from an article from this last month that compared
  the dual core intel to the amd.  for every dollar spent on the intel,
  you got about half the performance of the amd.  Not bigotry.  fact.
 
  But don't believe me or the other people who've seen the difference.  Go
  buy the Intel box.  No skin off my back.

  I've been doing plenty of performance evaluation on a parallel application
  we're developing here : on Dual Core Opterons, P4, P4D. I can say that
  the Opterons open up a can of wupass on the Intel processors. Almost 2x
  the performance on our application vs. what the SpecCPU numbers would
  suggest.
 
 Because Stone Cold Said So!

I'll believe someone who uses 'wupass' in a sentence any day!

-- 
  Bruce Momjian   http://candle.pha.pa.us
  EnterpriseDBhttp://www.enterprisedb.com

  + If your life is a hard drive, Christ can be your backup. +

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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Ron Peacetree
As others have noted, the current price/performance sweet spot for DB servers 
is 2S 2C AMD CPUs.  These CPUs are also the highest performing x86 compatible 
solution for pg.

If you must go Intel for some reason, then wait until the new NGMA CPU's 
(Conroe, Merom, Woodcrest) come out and see how they bench on DB workloads.  
Preliminary benches on these chips look good, but I would not recommend making 
a purchase decision based on just preliminary benches of unreleased products.

If you must buy soon, then the decision is clear cut from anything except 
possinly a political/religious standpoint.
The NetBurst based Pentium and Xeon solutions are simply not worth the money 
spent or the PITA they will put you through compared to the AMD dual cores.  
The new Intel NGMA CPUs may be different, but all the pertinent evidence is not 
yet available.

My personal favorite pg platform at this time is one based on a 2 socket, dual 
core ready mainboard with 16 DIMM slots combined with dual core AMD Kx's.

Less money than the comparable Intel solution and _far_ more performance.

...and even if you do buy Intel, =DONT= buy Dell unless you like causing 
trouble for yourself.
Bad experiences with Dell in general and their poor PERC RAID controllers in 
specific are all over this and other DB forums.

Ron


-Original Message-
From: Bill Moran [EMAIL PROTECTED]
Sent: Apr 25, 2006 2:14 PM
To: pgsql-performance@postgresql.org
Subject: [PERFORM] Large (8M) cache vs. dual-core CPUs


I've been given the task of making some hardware recommendations for
the next round of server purchases.  The machines to be purchased
will be running FreeBSD  PostgreSQL.

Where I'm stuck is in deciding whether we want to go with dual-core
pentiums with 2M cache, or with HT pentiums with 8M cache.

Both of these are expensive bits of hardware, and I'm trying to
gather as much evidence as possible before making a recommendation.
The FreeBSD community seems pretty divided over which is likely to
be better, and I have been unable to discover a method for estimating
how much of the 2M cache on our existing systems is being used.

Does anyone in the PostgreSQL community have any experience with
large caches or dual-core pentiums that could make any recommendations?
Our current Dell 2850 systems are CPU bound - i.e. they have enough
RAM, and fast enough disks that the CPUs seem to be the limiting
factor.  As a result, this decision on what kind of CPUs to get in
the next round of servers is pretty important.

Any advice is much appreciated.


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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread David Boreham



My personal favorite pg platform at this time is one based on a 2 socket, dual 
core ready mainboard with 16 DIMM slots combined with dual core AMD Kx's.
 


Right. We've been buying Tyan bare-bones boxes like this.
It's better to go with bare-bones than building boxes from bare metal
because the cooling issues are addressed correctly.

Note that if you need a large number of machines, then Intel
Core Duo may give the best overall price/performance because
they're cheaper to run and cool.




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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Ron Peacetree
I've had intermittent freeze and reboot and, worse, just plain freeze 
problems with the Core Duo's I've been testing.  I have not been able to narrow 
it down so I do not know if it is a platform issue or a CPU issue.  It appears 
to be HW, not SW, related since I have experienced the problem both under M$ 
and Linux 2.6 based OS's.  I have not tested the Core Duo's under *BSD.

Also, being that they are only 32b Core Duo's have limited utility for a 
present day DB server.

Power and space critical applications where 64b is not required may be a 
reasonable place for them... ...if the   
present reliability problems I'm seeing go away.

Ron


-Original Message-
From: David Boreham [EMAIL PROTECTED]
Sent: Apr 25, 2006 5:15 PM
To: pgsql-performance@postgresql.org
Subject: Re: [PERFORM] Large (8M) cache vs. dual-core CPUs


My personal favorite pg platform at this time is one based on a 2 socket, 
dual core ready mainboard with 16 DIMM slots combined with dual core AMD Kx's.
  

Right. We've been buying Tyan bare-bones boxes like this.
It's better to go with bare-bones than building boxes from bare metal
because the cooling issues are addressed correctly.

Note that if you need a large number of machines, then Intel
Core Duo may give the best overall price/performance because
they're cheaper to run and cool.


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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Joshua D. Drake

Ron Peacetree wrote:

As others have noted, the current price/performance sweet spot for DB servers 
is 2S 2C AMD CPUs.  These CPUs are also the highest performing x86 compatible solution 
for pg.

If you must go Intel for some reason, then wait until the new NGMA CPU's 
(Conroe, Merom, Woodcrest) come out and see how they bench on DB workloads.  
Preliminary benches on these chips look good, but I would not recommend making 
a purchase decision based on just preliminary benches of unreleased products.

If you must buy soon, then the decision is clear cut from anything except 
possinly a political/religious standpoint.
The NetBurst based Pentium and Xeon solutions are simply not worth the money 
spent or the PITA they will put you through compared to the AMD dual cores.  
The new Intel NGMA CPUs may be different, but all the pertinent evidence is not 
yet available.

My personal favorite pg platform at this time is one based on a 2 socket, dual 
core ready mainboard with 16 DIMM slots combined with dual core AMD Kx's.

Less money than the comparable Intel solution and _far_ more performance.

...and even if you do buy Intel, =DONT= buy Dell unless you like causing 
trouble for yourself.
Bad experiences with Dell in general and their poor PERC RAID controllers in 
specific are all over this and other DB forums.

Ron



To add to this... the HP DL 385 is a pretty nice dual core capable 
opteron box. Just don't buy the extra ram from HP (they like to charge 
entirely too much).


Joshua D. Drake

--

   === The PostgreSQL Company: Command Prompt, Inc. ===
 Sales/Support: +1.503.667.4564 || 24x7/Emergency: +1.800.492.2240
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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Jim C. Nasby
On Tue, Apr 25, 2006 at 01:33:38PM -0500, Scott Marlowe wrote:
 On Tue, 2006-04-25 at 13:14, Bill Moran wrote:
  I've been given the task of making some hardware recommendations for
  the next round of server purchases.  The machines to be purchased
  will be running FreeBSD  PostgreSQL.
  
  Where I'm stuck is in deciding whether we want to go with dual-core
  pentiums with 2M cache, or with HT pentiums with 8M cache.
 
 Given a choice between those two processors, I'd choose the AMD 64 x 2
 CPU.  It's a significantly better processor than either of the Intel
 choices.  And if you get the HT processor, you might as well turn of HT
 on a PostgreSQL machine.  I've yet to see it make postgresql run faster,
 but I've certainly seen HT make it run slower.

Actually, believe it or not, a coworker just saw HT double the
performance of pgbench on his desktop machine. Granted, not really a
representative test case, but it still blew my mind. This was with a
database that fit in his 1G of memory, and running windows XP. Both
cases were newly minted pgbench databases with a scale of 40. Testing
was 40 connections and 100 transactions. With HT he saw 47.6 TPS,
without it was 21.1.

I actually had IT build put w2k3 server on a HT box specifically so I
could do more testing.
-- 
Jim C. Nasby, Sr. Engineering Consultant  [EMAIL PROTECTED]
Pervasive Software  http://pervasive.comwork: 512-231-6117
vcard: http://jim.nasby.net/pervasive.vcf   cell: 512-569-9461

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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread mark
On Tue, Apr 25, 2006 at 01:42:31PM -0500, Scott Marlowe wrote:
 On Tue, 2006-04-25 at 13:38, [EMAIL PROTECTED] wrote:
  On Tue, Apr 25, 2006 at 01:33:38PM -0500, Scott Marlowe wrote:
   Sad, cause the AMD is, on a price / performance scale, twice the
   processor for the same money as the Intel.
  Maybe a year or two ago. Prices are all coming down. Intel more
  than AMD.
  AMD still seems better - but not X2, and it depends on the workload.
  X2 sounds like biggotry against Intel... :-)
 Actually, that was from an article from this last month that compared
 the dual core intel to the amd.  for every dollar spent on the intel,
 you got about half the performance of the amd.  Not bigotry.  fact.
 But don't believe me or the other people who've seen the difference.  Go
 buy the Intel box.  No skin off my back.

AMD Opteron vs Intel Xeon is different than AMD X2 vs Pentium D.

For AMD X2 vs Pentium D - I have both - in similar price range, and
similar speed. I choose to use the AMD X2 as my server, and Pentium D
as my Windows desktop. They're both quite fast.

I made the choice I describe based on a lot of research. I was going
to go both Intel, until I noticed that the Intel prices were dropping
fast. 30% price cut in 2 months. AMD didn't drop at all during the
same time.

There are plenty of reasons to choose one over the other. Generally
the AMD comes out on top. It is *not* 2X though. Anybody who claims
this is being highly selective about which benchmarks they consider.

One article is nothing.

There is a lot of hype these days. AMD is winning the elite market,
which means that they are able to continue to sell high. Intel, losing
this market, is cutting its prices to compete. And they do compete.
Quite well.

Cheers,
mark

-- 
[EMAIL PROTECTED] / [EMAIL PROTECTED] / [EMAIL PROTECTED] 
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.  .  _  ._  . .   .__.  . ._. .__ .   . . .__  | Neighbourhood Coder
|\/| |_| |_| |/|_ |\/|  |  |_  |   |/  |_   | 
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   and in the darkness bind them...

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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread mark
On Tue, Apr 25, 2006 at 08:54:40PM -0400, [EMAIL PROTECTED] wrote:
 I made the choice I describe based on a lot of research. I was going
 to go both Intel, until I noticed that the Intel prices were dropping
 fast. 30% price cut in 2 months. AMD didn't drop at all during the
 same time.

Errr.. big mistake. That was going to be - I was going to go both AMD.

 There are plenty of reasons to choose one over the other. Generally
 the AMD comes out on top. It is *not* 2X though. Anybody who claims
 this is being highly selective about which benchmarks they consider.

I have an Intel Pentium D 920, and an AMD X2 3800+. These are very
close in performance. The retail price difference is:

Intel Pentium D 920 is selling for $310 CDN
AMD X2 3800+is selling for $347 CDN

Another benefit of Pentium D over AMD X2, at least until AMD chooses
to switch, is that Pentium D supports DDR2, whereas AMD only supports
DDR. There are a lot of technical pros and cons to each - with claims
from AMD that DDR2 can be slower than DDR - but one claim that isn't
often made, but that helped me make my choice:

1) DDR2 supports higher transfer speeds. I'm using DDR2 5400 on
   the Intel. I think I'm at 3200 or so on the AMD X2.

2) DDR2 is cheaper. I purchased 1 Gbyte DDR2 5400 for $147 CDN.
   1 Gbyte of DDR 3200 starts at around the same price, and
   stretches into $200 - $300 CDN.

Now, granted, the Intel 920 requires more electricity to run. Running
24/7 for a year might make the difference in cost.

It doesn't address point 1) though. I like my DDR2 5400.

So, unfortunately, I won't be able to do a good test for you to prove
that my Windows Pentium D box is not only cheaper to buy, but faster,
because the specs aren't exactly equivalent. In the mean time, I'm
quite enjoying my 3d games while doing other things at the same time.
I imagine my desktop load approaches that of a CPU-bound database
load. 3d games require significant I/O and CPU.

Anybody who claims that Intel is 2X more expensive for the same
performance, isn't considering all factors. No question at all - the
Opteron is good, and the Xeon isn't - but the original poster didn't
ask about Opeteron or Xeon, did he? For the desktop lines - X2 is not
double Pentium D. Maybe 10%. Maybe not at all. Especially now that
Intel is dropping it's prices due to overstock.

Cheers,
mark

-- 
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.  .  _  ._  . .   .__.  . ._. .__ .   . . .__  | Neighbourhood Coder
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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Leigh Dyer

[EMAIL PROTECTED] wrote:

Another benefit of Pentium D over AMD X2, at least until AMD chooses
to switch, is that Pentium D supports DDR2, whereas AMD only supports
DDR. There are a lot of technical pros and cons to each - with claims
from AMD that DDR2 can be slower than DDR - but one claim that isn't
often made, but that helped me make my choice:

They're switching quite soon though -- within the next month now it 
seems, after moving up their earlier plans to launch in June:


http://www.dailytech.com/article.aspx?newsid=1854

This Anandtech article shows the kind of performance increase we can 
expect with DDR2 on AMD's new socket:


http://www.anandtech.com/cpuchipsets/showdoc.aspx?i=2741

The short version is that it's an improvement, but not an enormous one, 
and you need to spend quite a bit of cash on 800Mhz (PC6400) DDR2 sticks 
to see the most benefit. Some brief local (Australian) price comparisons 
show 1GB PC-3200 DDR sticks starting at just over AU$100, with 1GB 
PC2-4200 DDR2 sticks around the same price, though Anandtech's tests 
showed PC2-4200 DDR2 benching generally slower than PC-3200 DDR, 
probably due to the increased latency in DDR2.


Comparing reasonable quality matched pairs of 1GB sticks, PC-3200 DDR 
still seems generally cheaper than PC2-5300 DDR2, though not by a lot, 
and I'm sure the DDR2 will start dropping even further as AMD systems 
start using it in the next month or so.


One thing's for sure though -- Intel's Pentium D prices are remarkably 
low, and at the lower end of the price range AMD has nothing that's even 
remotely competitive in terms of price/performance. The Pentium D 805, 
for instance, with its dual 2.67Ghz cores, costs just AU$180. The X2 
3800+ is a far better chip, but it's also two-and-a-half times the price.


None of this really matters much in the server space though, where 
Opteron's real advantage over Xeon is not its greater raw CPU power, or 
its better dual-core implementation (though both would be hard to 
dispute), but the improved system bandwidth provided by Hypertransport. 
Even with Intel's next-gen CPUs, which look set to address the first two 
points quite well, they still won't have an interconnect technology that 
can really compete with AMD's.


Thanks
Leigh


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Re: [PERFORM] Large (8M) cache vs. dual-core CPUs

2006-04-25 Thread Ron Peacetree
Another benefit of Pentium D over AMD X2, at least until AMD chooses
to switch, is that Pentium D supports DDR2, whereas AMD only supports
DDR. There are a lot of technical pros and cons to each - with claims
from AMD that DDR2 can be slower than DDR - but one claim that isn't
often made, but that helped me make my choice:

1) DDR2 supports higher transfer speeds. I'm using DDR2 5400 on
   the Intel. I think I'm at 3200 or so on the AMD X2.

2) DDR2 is cheaper. I purchased 1 Gbyte DDR2 5400 for $147 CDN.
   1 Gbyte of DDR 3200 starts at around the same price, and
   stretches into $200 - $300 CDN.

There's a logical fallacy here that needs to be noted.

THROUGHPUT is better with DDR2 if and only if there is enough data to be 
fetched in a serial fashion from memory.

LATENCY however is dependent on the base clock rate of the RAM involved.
So PC3200, 200MHz x2, is going to actually perform better than PC2-5400, 166MHz 
x4, for almost any memory access pattern except those that are highly 
sequential.

In fact, even PC2-6400, 200MHz x4, has a disadvantage compared to 200MHz x2 
memory.
The minimum latency of the two types of memory in clock cycles is always going 
to be higher for the memory type that multiplies its base clock rate by the 
most.

For the mostly random memory access patterns that comprise many DB 
applications, the base latency of the RAM involved is going to matter more than 
the peak throughput AKA the bandwidth of that RAM.

The big message here is that despite engineering tricks and marketing claims, 
the base clock rate of the RAM you use matters.

A minor point to be noted in addition here is that most DB servers under load 
are limited by their physical IO subsystem, their HDs, and not the speed of 
their RAM.

All of the above comments about the relative performance of different RAM types 
become insignificant when performance is gated by the HD subsystem. 


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