Blitz.io Tests Against Apache Worker, Apache Prefork, Apache with PHP-FPM, and Nginx with PHP-FPM in a 256MB RAM VPS
We were setting up a VPS with 256MB of RAM and we were trying to figure out which Web Server to use for our limited VPS. You will see many posts out there mentioning that Apache uses a lot more memory than any other Web Server:
- Apache vs Nginx: Practical Considerations
- Setting Up Nginx & PHP-FPM on Ubuntu 10.04
- WordPress Hosting: Apache or Nginx?
- nginx vs cherokee vs apache vs lighttpd
You can find many others as well. So I decided to run some of my own tests, to see what the hype is about. First off, I will admit I really like Apache. It’s simple, it works, and it’s secure. Secondly, if we are going to test with performance we should use MPM (Multi-Processing Modules). From “Multi-Processing Modules” Apache page:
Apache 2.0 extends this modular design to the most basic functions of a web server. The server ships with a selection of Multi-Processing Modules (MPMs) which are responsible for binding to network ports on the machine, accepting requests, and dispatching children to handle the requests.
There are actually 3 different MPM modules, from “Apache Performance Tuning” page:
Choosing an MPM Apache 2.x supports pluggable concurrency models, called Multi-Processing Modules (MPMs). When building Apache, you must choose an MPM to use. There are platform-specific MPMs for some platforms: mpm_netware, mpmt_os2, and mpm_winnt. For general Unix-type systems, there are several MPMs from which to choose. The choice of MPM can affect the speed and scalability of the httpd:
- The worker MPM uses multiple child processes with many threads each. Each thread handles one connection at a time. Worker generally is a good choice for high-traffic servers because it has a smaller memory footprint than the prefork MPM.
- The event MPM is threaded like the Worker MPM, but is designed to allow more requests to be served simultaneously by passing off some processing work to supporting threads, freeing up the main threads to work on new requests.
- The prefork MPM uses multiple child processes with one thread each. Each process handles one connection at a time. On many systems, prefork is comparable in speed to worker, but it uses more memory. Prefork’s threadless design has advantages over worker in some situations: it can be used with non-thread-safe third-party modules, and it is easier to debug on platforms with poor thread debugging support.
I only tested with the prefork and worker modules, since the event module is still experimental, from “Apache MPM event” page:
Warning This MPM is experimental, so it may or may not work as expected.
I might test with it, when it becomes stable. To check out what MPM module is currently compiled into your Apache server you can run apache2ct -l, like so:
$ apache2ctl -l
Compiled in modules:
core.c
prefork.c
http_core.c
mod_so.c
We can see that in this case it’s prefork (you can also use httpd -l to find out the same information). There are also a lot of sites that have different recommendations on how to tune the prefork module:
- Apache, Configuring
- Configuring the Apache MPM on Ubuntu
- Running Apache On A Memory-Constrained VPS
- Performance recommendations
The best recommendations I found were the following:
A simple calculation for MaxClients would be: (Total Memory – Critical Services Memory) / Size Per Apache process .. ..
Set the MaxClients directive correctly. Use this formula to help (which uses 80% of available memory to leave room for spare): MaxClients = Total available memory * 80% / Max memory usage of apache process
When I ran a regular blitz.io against our server and fired up top, I noticed that when the server is getting pushed each apache process would take up 24MB of memory. So by our equation: 256MB x 0.8 / 24MB, we get about 8. So our MaxClients for prefork should be around 8. With that setting in mind, I setup the following configuration:
StartServers 2
MinSpareServers 2
MaxSpareServers 4
MaxClients 8
ServerLimit 8
MaxRequestsPerChild 100
I also compiled mod_php, installed mariadb, and setup wordpress. Then I went to blitz.io and started load testing apache with prefork MPM. At first I only did the following test:
-p 1-10:60 mysite.com
This will send 1-10 request at out server for 60 seconds. The results were the following:
166 HITS WITH 0 ERRORS & 29 TIMEOUTS
I was getting a lot of time outs already. So then I decided to increase the MaxRequestsPerChild variable to a 1000 and then re-ran the test and I got the following:
190 HITS WITH 0 ERRORS & 12 TIMEOUTS
That actually looked pretty good. I then increased the load and ran the following test:
-p 1-20:60 mysite.com
and got the following results:
146 HITS WITH 0 ERRORS & 181 TIMEOUTS
Now I am getting more time-outs than hits, that is not good. As I was running the test, I noticed that apache was firing 8 processes to take care of the load. Since this was a VPS and I was limited on resources, I decided to half my settings:
StartServers 1
MinSpareServers 1
MaxSpareServers 2
MaxClients 4
ServerLimit 4
MaxRequestsPerChild 1000
Ran this test:
-p 1-10:60 mysite.com
and got the following:
195 HITS WITH 0 ERRORS & 12 TIMEOUTS
That is actually not too bad. Then running this test:
-p 1-20:60
and got the following results:
123 HITS WITH 0 ERRORS & 189 TIMEOUTS
Same thing as before, getting more time-outs than hits. Here are some tests that I ran afterwards:
StartServers 1 MinSpareServers 1 MaxSpareServers 2 MaxClients 20 ServerLimit 20 MaxRequestsPerChild 1000
-p 1-20:60 mysite.com
Results 104 HITS WITH 0 ERRORS & 211 TIMEOUTS
StartServers 5 MinSpareServers 5 MaxSpareServers 10 MaxClients 20 ServerLimit 20 MaxRequestsPerChild 1000
-p 1-20:60 mysite.com
Results 125 HITS WITH 0 ERRORS & 198 TIMEOUTS
StartServers 2 MinSpareServers 2 MaxSpareServers 4<br . /> MaxClients 8 ServerLimit 8 MaxRequestsPerChild 2000
-p 1-20:60 mysite.com
Results 161 HITS WITH 0 ERRORS & 160 TIMEOUTS
As you can see increasing StartServers, MaxClients, MaxRequestsPerChild, didn’t really help out. The VPS came to a crawl when I increased the MaxClients to 20. My sweet spot was the following:
StartServers 1
MinSpareServers 1
MaxSpareServers 2
MaxClients 4
ServerLimit 4
MaxRequestsPerChild 1000
And we could handle about 200 hits per minute when receiving 10 simultaneous requests. Let’s move onto Apache with worker MPM and mod_php. Since we were using FreeBSD it was was pretty easy to compile the new version of apache. I did have to recompile PHP as well and the PHP extensions. But overall it took about 15 minutes for the whole process. I tried to apply the same logic for the worker module as I did with the prefork module, so initially I had the following setup:
StartServers 1
MinSpareThreads 1
MaxSpareThreads 2
ThreadsPerChild 4
MaxRequestsPerChild 1000
MaxClients 8
ServerLimit 2
Then running the following test:
-p 1-20:60 mysite.com
The results were the following:
503 HITS WITH 0 ERRORS & 1 TIMEOUTS
Compared to prefork this is great, but I kept increasing the load until this test:
-p 1-70:60 mysite.com
and I got the following results:
1,268 HITS WITH 0 ERRORS & 122 TIMEOUTS
That is when I decided to read up on the worker MPM to see what values I should use. From “Apache MPM worker”:
The most important directives used to control this MPM are ThreadsPerChild, which controls the number of threads deployed by each child process and MaxClients, which controls the maximum total number of threads that may be launched.
A single control process (the parent) is responsible for launching child processes. Each child process creates a fixed number of server threads as specified in the ThreadsPerChild directive, as well as a listener thread which listens for connections and passes them to a server thread for processing when they arrive.
The maximum number of clients that may be served simultaneously (i.e., the maximum total number of threads in all processes) is determined by the MaxClients directive. The maximum number of active child processes is determined by the MaxClients directive divided by the ThreadsPerChild directive.
ServerLimit is a hard limit on the number of active child processes, and must be greater than or equal to the MaxClients directive divided by the ThreadsPerChild directive.
From the last statement we can use this equation ServerLimit = MaxClients \ ThreadsPerChild. So basically ServerLimit defines how many apache processes will be launched. Then you decide how many simultaneous connections you can handle, this is your MaxClients value. Then divide MaxClient by ServerLimit and that is how many threads will be necessary to handle your desired simultaneous connections per server/apache process (There is also an excel sheet provided from the linode forums which has the equation setup). So following that equation, I came up with this:
ServerLimit 4
StartServers 2
MinSpareThreads 5
MaxSpareThreads 10
ThreadsPerChild 20
MaxClients 80
MaxRequestsPerChild 1000
and ran the following test:
-p 1-150:60 mysite.com
My results were the following:
1,643 HITS WITH 0 ERRORS & 918 TIMEOUTS
This test was very theoretical, so if you wanted to handle 80 clients simultaneously and you wanted to limit your processes to be 4 then you would need 20 threads per process/server. When I ran this, my load avg spiked up to 9 :(. You will need more CPUs to handle that kind of load. So I ran a bunch of tests and here were my optimal settings:
StartServers 2
MinSpareThreads 1
MaxSpareThreads 2
ThreadsPerChild 10
MaxRequestsPerChild 1000
MaxClients 20
ServerLimit 4
with the following test:
-p 1-100:60 mysite.com Results: 1,980 HITS WITH 0 ERRORS & 24 TIMEOUTS
Just for testing, I ran the following test with same configuration and I got the following:
-p 1-150:60 Results: 1,985 HITS WITH 0 ERRORS & 536 TIMEOUTS
Throughout my testing, I saw apache use 60MB per process, but that was an extreme case. With my optimal configuration, I was using the same amount as the prefork MPM processes about 24MB per apache process. So with apache worker MPM and mod_php we can handle 2,000 hits when receiving 100 simultaneous requests. This is way better than prefork. As I was doing my testing, I ran into the following from the PHP FAQ:
PHP is glue. It is the glue used to build cool web applications by sticking dozens of 3rd-party libraries together and making it all appear as one coherent entity through an intuitive and easy to learn language interface. The flexibility and power of PHP relies on the stability and robustness of the underlying platform. It needs a working OS, a working web server and working 3rd-party libraries to glue together. When any of these stop working PHP needs ways to identify the problems and fix them quickly. When you make the underlying framework more complex by not having completely separate execution threads, completely separate memory segments and a strong sandbox for each request to play in, further weaknesses are introduced into PHP’s system.
If you want to use a threaded MPM, look at a FastCGI configuration where PHP is running in its own memory space.
So I decided to test apache with fastcgi and php-fpm. Every setup I checked out:
- Multithreaded Apache In Small VPS
- Improve Php And Apache2 Performance With Apache2-Mpm-Worker + Mod_fcgid + Php5-Cgi
- PHP-FPM FastCGI Process Manager with Apache 2
- FreeBSD Configure Apache 2.2 PHP with FastCGI mod_fcgi Module
- Moving from mod_fastcgi to mod_fcgid
They all use a wrapper script to call PHP. I really don’t like doing that, it’s a security flaw. Like I mentioned, I like Apache cause it’s secure. However when you add modules to Apache that make it less secure, then I definitely lose the desire to use Apache. After tinkering around with the setup, I ended up doing this:
FastCGIExternalServer /usr/local/bin/php-fpm -host 127.0.0.1:9000
AddHandler php-fastcgi .php
Action php-fastcgi /usr/local/bin/php-fpm.fcgi
ScriptAlias /usr/local/bin/php-fpm.fcgi /usr/local/bin/php-fpm
Options ExecCGI FollowSymLinks
SetHandler fastcgi-script
Order allow,deny
Allow from all
I had to allow the /usr/local/bin directory to allow CGI Execution from Apache, since that is where the php-fpm binary resided. Maybe I was doing it wrong, but I couldn’t get it working any other way. For some reason, I didn’t like that. There is a actually an excellent article on securing all of this: “Debian + Apache 2.2 + FastCGI + PHP 5 + suEXEC the easy way”. But remember, I like simplicity :). Let me re-phrase that: I don’t mind complex setups, as long as there is a pay off.
So I set up Apache with mod_fastcgi and forwarded that to php-fpm. The only thing I changed for php-fpm was the following:
$ grep ^pm php-fpm.conf
pm = dynamic
pm.max_children = 4
pm.start_servers = 2
pm.min_spare_servers = 1
pm.max_spare_servers = 3
I ran the following test:
-p 1-150:60 mysite.com Results: 1,483 HITS WITH 0 ERRORS & 1,060 TIMEOUTS
I then re-enabled worker MPM, so now I had Apache MPM worker with mod_fastcgi going to php-fpm, and got the following:
-p 1-150:60 mysite.com Results: 2,182 HITS WITH 0 ERRORS & 596 TIMEOUTS
I really didn’t see that much of an increase. Now there are other fast-cgi modules. The blog “Installing Apache + Mod_FastCGI + PHP-FPM on Ubuntu Server Maverick” clarifies that different versions, from the blog:
Apache + mod_fastcgi: FastCGI is a module that allows you to neatly solve mod_php’s big problem, namely that it must spin up and destroy a PHP instance with every request. FastCGI instead keeps an instance of PHP running in the background. When Apache receives a request it forwards it to FastCGI, which feeds it to its already running instance of PHP and sends the result back to Apache. Apache then serves the result. Without the constant build-and-destroy of new PHP processes, FastCGI is a great memory saver and performance booster. My Apache + mod_php install, which would constantly bloat to 1000′s of MB in memory usage and invoke OOM-Killer without mercy, has been humming along at a steady ~200MB for the past few months without a single problem after switching to mod_fastcgi.
Apache + mod_fcgid: Why, oh why, did someone build an alternative to FastCGI only to call it by the almost-identical name of fcgid? From what I understand, fgcid is a binary-compatible alternative to FastCGI–that is, it does more or less the same thing, but in a different way. It seems that some people prefer mod_fcgid over mod_fastcgi because of better stability and maybe even slightly better performance. But for the kind of traffic I’m getting, there wasn’t any difference.
Apache + mod_fastcgi + PHP-FPM: PHP-FPM (A.K.A. PHP5-FPM) is a process manager for PHP. Confusingly, it was only recently bundled with PHP, so you might find some tutorials telling you to download the source and others to just use apt-get. I believe that if you’re using PHP >= 5.3, which you would be if you installed it in Maverick with apt-get, that you don’t need to download the source to get it working. I’ll talk more about this later. From what I understand, PHP-FPM is like FastCGI, but with additional PHP-specific optimizations built in. Since it’s specially built for PHP, it should give you the best performance, and so is the best of these three alternatives
There is actually another person that ran some tests with the different modules. It’s an old post “Benchmark: mod_php -vs- mod_fcgid for WordPress”, from his summary:
It seems that if you are running heavyweight code like WordPress, it doesn’t make much difference which mode you use. If your code is lightweight though, mod_php is capable of cranking out a significant number of requests. I personally prefer worker mode as it will be a little lighter on the resources, and can probably serve static files faster. Also, Apache can take advantage of resource sharing when running in worker mode.
From the two tests that I ran, I would have to agree. The module performance between mod_fastcgi and mod_php is very small, especially when using them with worker MPM. Maybe if you had a lot of RAM it might make a difference, but in our case, we don’t have that luxury.
Lastly I tested with nginx with php-fpm. At first I left the defaults:
$ grep ^pm php-fpm.conf
pm = dynamic
pm.max_children = 5
pm.start_servers = 2
pm.min_spare_servers = 1
pm.max_spare_servers = 3
I saw the following:
-p 1-100:60 mysite.com Results: 1,766 HITS WITH 0 ERRORS & 442 TIMEOUTS
I tweaked different things, and the only parameter that was worth changing was the pm.max_children setting. I changed it to 4 and I got the following:
-p 1-100:60 mysite.com Results: 1,667 HITS WITH 0 ERRORS & 491 TIMEOUTS
The results were very close, and I saved 24MB of memory, it was worth it. This saved a bunch of memory, nginx is way smaller and like mentioned in the above pages it’s event-driven and not process driven like Apache. In my opinion if are using a VPS with less than a 1GB of RAM then definitely go for nginx, if you have more than that, then go with Apache. Even though your Apache process will take up more RAM, the performance gain with MPM worker will be worth it . Now if you still want to increase how many hits your site can handle, you can setup caching: