TweetFollow Us on Twitter

Web Performance Tuning

Volume Number: 22 (2006)
Issue Number: 10
Column Tag: Web Performance Tuning

Web Performance Tuning

Supercharge your Web Sites in Minutes!

by Jin Lin, Emmanuel Stein, and Jamie Ferri

Introduction

There are many ways to improve the performance of websites built upon Apache, PHP and MySQL, from simple modification of configuration files to recompilation of the source code with customized settings for your situations. In this article, we will focus on each component of an AMP-based system in turn, and address common bottlenecks with simple solutions that can be readily applied to your particular implementation.

The performance of websites is measured by the speed with which it is able to service HTTP requests. As discussed in the April "Web Benchmarking 101" article, load testing tools like ApacheBench and JMeter can be used to gauge the performance of your web applications. In essence, these tools simulate heavy web traffic by instantiating multiple simultaneous requests, while measuring resultant load and response times. These reports are invaluable when benchmarking a server's response time and throughput across configurations.

Apache Server

RAM is the most important variable that influences the performance of Apache server. As RAM usage goes up, frequent drive swapping increases the latency of HTTP requests. Each httpd process uses around 2-3 MB of RAM when serving static html pages, and as much as 15 MB when serving dynamic pages. Because the memory footprint of Apache processes grow to accommodate the quantity of content being served, they can rapidly take up an amount of RAM equal to the largest and most complicated script on your system. In other words, even if only 1% of your web pages are dynamic, each httpd process will grow to take up in excess of 15 MB of RAM, and will not release resources until the corresponding process dies. Therefore, by properly adjusting the number of httpd processes, the server spawns, as well as their lifespan, you can greatly boost the performance of Apache server.

The following options, within httpd.conf, can be tweaked to improve Apache's use of memory.

  • KeepAlive - Creates persistent connections by keeping child processes busy while waiting for subsequent requests to be sent over the same connections. Persistent connections reduce the overhead for setting up and shutting down multiple HTTP connections. By enabling this option we can dramatically improve the render time for HTML pages with multiple images. Related options include MaxKeepAliveRequests (maximum number of requests that can be sent on a given connection before it is closed), and KeepAliveTimeout (number of seconds Apache waits for the next request before closing connections). Both of these impose a limit on KeepAlive to prevent a client from holding resources too long. Therefore, it is best to set KeepAliveTimeout to a very low value such as 2 seconds. However, if you have more concurrent users than available child processes, or if the server is only serving dynamic pages, using KeepAlive will hurt overall performance and should be disabled.

  • MaxClients - Limits the number of child processes the server can spawn or the number of simultaneous HTTP requests that can be supported. Once this limit is reached, additional attempted connections will be queued up to the number specified in the ListenBacklog directive. The default value for MaxClients is 500. Generally, it should be set to a number big enough to handle as many simultaneous requests as possible, but still small enough to ensure that there is ample physical memory for all processes. This will avoid excessive drive swapping. An easy way to test how many HTTP processes your system can handle is to launch Activity Monitor, enter httpd in the search field and make sure All Processes is selected. This will list the status of every httpd process running on your system (Figure 1). To get the value of MaxClients, divide the amount of available memory by the mean RAM consumption of the Apache processes.



Figure 1. Activity Monitor - find out the RAM usage of httpd processes

  • MaxRequestsPerChild - Sets the maximum number of requests a child process will service before the child process kills itself. This setting can reduce the total memory usage, and prevent memory leaks by forcing child processes to die and restart with a much smaller memory footprint. The default value in Mac OS X is 100,000. You might want to set it to a lower value if you find that some of your httpd processes are using too much memory.

  • MinSpareServers, MaxSpareServers - Regulates how a parent process spawns child processes in order to service requests. Creating child processes is expensive. As long as the server is busy creating more child processes, it won't be able to serve user requests. If your site is event-driven, such that the number of connections fluctuates radically in short periods of time, you should increase the value of MinSpareServers. On the other hand, you should avoid setting MaxSpareServers too high since excess child processes will take up resources unnecessarily.

  • ExtendedStatus - Useful for collecting server statistics such as the status and CPU usage of each child process, the number of requests per second, and more. This setting is enabled by default and is at the expense of extra system calls. With ExtendedStatus enabled, web server statistics can be accessed via http://localhost/server-status. You can also get the status page to refresh itself every N seconds via http://localhost/server-status?refresh=N. This can be very useful for setup, optimization, and debugging. However, when you're not in active testing, you should disable this option to reclaim extra CPU cycles.

Other ways to improve Apache's performance include disabling logs when unnecessary, disable use of .htaccess via AllowOverride none, and eliminating unused modules. Apache Performance Notes (http://httpd.apache.org/docs/1.3/misc/perf-tuning.html) offers additional tips on Apache tuning. If you don't need the extensive feature set offered by Apache, you may want to consider a lightweight alternative. An example is LightTPD <http://www.lighttpd.net/>, whose strength is efficient handling of high traffic volumes on older systems, and which includes many features such as PHP, CGI, SSI, and URL-rewriting.

MySQL

MySQL, as a database server, does a lot of data transfer between disk and CPU. Disk I/O will therefore be the first bottleneck that you are likely to encounter. To decrease disk I/O, the various internal buffers of MySQL use main memory as a cache for data that is on disk. MySQL has global buffers in addition to per-thread buffers. The general rule of thumb is that the main memory available to MySQL should be big enough to handle MySQL's global buffers plus per-thread buffers multiplied by the maximum number of concurrent connections being created. By properly adjusting the amount of memory that MySQL allocates to each of these buffers, you will gain significant performance improvements.

Here are some key parameters in my.cnf that can be used to decrease disk I/O:

Global parameters

  • key_buffer_size - Key buffer is a global buffer that stores MyISAM (the default storage engine) indexes. Every time a block of index values is referenced, it will be loaded into the key buffer. In order to scan a table's index faster, a query reads the relevant indexes from the buffer rather than the disk. Unfortunately, when the buffer is full, some values stored in the buffer must be discarded to make room for new values. It is recommended to set this value between 20% and 50% of the total memory on a dedicated server, or the total size of .MYI files (index files) on a shared server. If you don't have that much memory dedicated to key buffer, you can tune this setting by comparing the Key_reads (number of requests read from disk), and the Key_read_requests (number of requests for a index block) status variables. The ratio of Key_reads to Key_read_requests should be less than 1%. or 1 Key_reads for every 100 or more Key_read_requests. Use the show status like '%key_read%' command to reveal these two values, and use the show variables like '%key_buffer%' command to find out the key buffer size. Note that the key buffer is only for MyISAM tables. Other table types have different parameters for tuning (e.g. innodb_buffer_pool_size for InnoDB tables).

  • table_cache - Limits the maximum number of tables that can be opened at once. With MyISAM tables, each table and index represents a separate file. Because opening and closing files is relatively slow, MySQL puts tables in cache until they are explicitly closed, or the total number of open tables exceeds the table_cache parameter. Increasing the value of table_cache will be helpful if you have a large number of tables on your server. To determine whether the table_cache value needs to be increased, type the following at a mysql prompt:

          show variables like 'table_cache';
          show status like 'open_tables';

    If the value of open_tables is significantly bigger than the value of table_cache, then you should increase the value of table_cache.

  • max_connections - Controls the maximum number of simultaneous client connections. The default value is 100. If your server is very busy, or if the value of the Threads_connected status variable approximates to the value of max_connections, you should increase the value of the latter to allow for more connections.

Per-Client Buffers

Exercise caution when increasing the value of per-client variables as these buffers are allocated on a per connection basis. The value of these buffers should not be too high; otherwise, the performance of MySQL or other processes may suffer due to exorbitant memory consumption.

  • read_buffer_size - Specifies the size of the buffer that is used when a full table scan is performed to store the table data.

  • read_rnd_buffer_size - Determines the size of the buffer that is used in reading records after an intermediate sort.

  • sort_buffer_size - Determines the size of the buffer that is used during read and sort operations.

  • join_buffer_size - Determines the size of the buffer that is used to process joins.

  • max_allowed_packet - The maximum size of the buffer that is used for client communication.

  • tmp_table_size - Specifies the maximum size of temporary tables that can be stored in the memory. If the value is too small, MySQL will place the temporary table on disk. To determine the proper value for tmp_table_size, compare the values of Created_tmp_tables (number of temporary tables that are created), and Created_tmp_disk_tables (number of temporary tables that are placed on disk) status variables. You should increase tmp_table_size if the ratio of Created_tmp_disk_tables and Created_tmp_tables exceeds 2%.

Query Cache

  • query_cache_type, query_cache_size - Determines the operating mode (0 for off, 1 for on, 2 for on demand), and size parameters for query cache. The query cache keeps the results of frequently executed SELECTs in memory so that MySQL doesn't need to access the slow disk-based subsystems. This works as follows: The first time a given SELECT statement is executed, the server remembers the query and the associated results. The next time the server sees that statement, it pulls the results directly from the query cache and returns it to the user. MySQL's query cache is case-sensitive such that, each query must be identical (e.g. no extra spaces). The default value of query_cache_size is set to 0 and effectively disables the cache even if the value of query_cache_type is non-zero. To check out the performance of the query cache and its use of memory, run the following command:

       show status like '%qcache%';
  • Qcache_lowmem_prunes - Counts the number of queries that have been removed from the cache in order to free up memory for caching new queries. This can be used to help determine query cache size. Under certain circumstances, such as when queries retrieve data from a constant table, the query cache isn't very useful and should be disabled.

For a more detailed treatment of MySQL server performance tuning consult <http://dev.mysql.com/books/hpmysql-excerpts/ch06.html>.

PHP

PHP uses a two-part process for generating HTML: each time a PHP script is accessed, it is first compiled into opcode, which is then executed to generate the html. (This workflow can be seen in figure 2). This repeating process of compilation and execution, not only places significant demands on the CPU, but also increases the latency of HTTP requests, especially as scripts grow in complexity. Because it takes much longer to serve a PHP script than a static html page, we can employ various caching schemes to minimize the process of compilation and execution, and thus boost web performance.



Figure 2. PHP script workflow

If your pages change infrequently, you will want to choose a caching mechanism such as Smarty or Cache_Lite to store the entire HTML output of your PHP script. Smarty (http://smarty.php.net/) is a robust template framework, which separates business logic (PHP code), from presentation (HTML templates). Smarty offers the ability to cache all or part of rendered HTML. For information on installation, setup and use, consult the excellent documentation on Smarty's website <http://smarty.php.net/manual/en/>. Because Smarty requires you to restructure your PHP codes, a simpler alternative is Cache_Lite. Cache_Lite provides a solid, easy-to-implement library for solving cache-related issues. It is easy to install via the PEAR (PHP Extension and Application Repository) Package Manager that comes pre-installed with Mac OS X.

To install Cache_Lite, type the following into the terminal: sudo pear install Cache_Lite. Once installed, wrap the following code around your PHP scripts to enable HTML caching:

Listing 1: Cache_Lite code wrapper to enable HTML caching

// Include the Cache_Lite package.
require_once ( "Cache/Lite/Output.php" );
// Define options to control the behavior of 
//    Cache_Lite_Output object.
$options = array(
   'cacheDir' => 'cache/',
   'lifeTime' => 3600,   // expire after 1 hour 
   'pearErrorMode' => CACHE_LITE_ERROR_DIE
   );
// Instantiate Cache_Lite_Output object
$cache = new Cache_Lite_Output($options);
// Test if the cached file is exists.
// If so, use the cached file.
// Otherwise, compile and execute the PHP codes and rendered a 
//   cache file with the ID specified below.
if ( !( $cache -> start ( "index".$q_string ) ) ) {
/*  ***  YOUR PHP CODE HERE  ***  */
// the end of Cache_Lite_Output object
$cache -> end();
   }

You can now run ApacheBench with and without Cache_Lite in order to measure the performance improvement. In this example, I chose to set the number of requests to 1000 (-n 1000), and the number of simultaneous connections to 10 (-c 10). The performance with and without Cache_Lite enabled is seen in figures 3 and 4, respectively.



Figure 3. ab results for the script with Cache_Lite enabled



Figure 4. ab results for the same script without Cache_Lite

As you can see from the two terminal outputs, it took about 12 seconds to serve 1000 requests using 10 simultaneous connections for the script with Cache_Lite enabled, versus 77 seconds for the same script without Cache_Lite. Therefore, the script with the caching system can be served 6 times as fast as the one without. As the size and complexity of your scripts increase, this speed difference will be even greater.

If your page changes more frequently, such as with a stock quote, cached HTML will obviously not be suitable. In this case, you will want to choose an opcode cache. Opcode caches keep compiled PHP scripts in memory to eliminate the need to recompile the script for each subsequent request. Well-known opcode caches include eAccelerator <http://eaccelerator.net/>, PHP Accelerator <http://www.php-accelerator.co.uk/>, Turck MMCache <http://turck-mmcache.sourceforge.net/>, and Alternative PHP Cache <http://pecl.php.net/package/APC>. If you do not wish to go through the trouble to set up opcode cache, you can simply download MAMP (Macintosh, Apache, MySQL, PHP) from <http://www.mamp.info/en/home/>. This packaged solution comes with additional libraries such as eAccelerator, Zend Optimizer, and phpMyAdmin, among others.

You can further improve PHP performance via other methods, such as using output buffering. It is always good practice to ensure clean, optimized code with the aide of profiling tools such as APD and DBG.

Conclusion

In this article we've explored several performance tuning techniques that can be applied individually or in combination to enhance the performance of AMP-based sites. By making changes to the Apache httpd.conf file, adjusting MySQL's memory use, and properly caching PHP generated HTML output, we demonstrated how to achieve significant performance improvement without purchasing additional hardware. Whether you are running a complex content management solution or hosting a personal blog, these practical guidelines will allow you to take your web applications to the next level within minutes.


Jin Lin and Emmanuel Stein are partners in the consulting firm MacVerse, Corp, which offers implementation, system administration, and development services geared towards the enterprise market. You may reach them at <info@macverse.com>.

Jamie Ferri is a research psychologist who spends much of her time developing websites and databases for scientific applications. You can drop her a line at jamie@catcollective.com

 
AAPL
$111.78
Apple Inc.
-0.87
MSFT
$47.66
Microsoft Corpora
+0.14
GOOG
$516.35
Google Inc.
+5.25

MacTech Search:
Community Search:

Software Updates via MacUpdate

NeoOffice 2014.6 - Mac-tailored, OpenOff...
NeoOffice is a complete office suite for OS X. With NeoOffice, users can view, edit, and save OpenOffice documents, PDF files, and most Microsoft Word, Excel, and PowerPoint documents. NeoOffice 3.x... Read more
LibreOffice 4.3.5.2 - Free Open Source o...
LibreOffice is an office suite (word processor, spreadsheet, presentations, drawing tool) compatible with other major office suites. The Document Foundation is coordinating development and... Read more
CleanApp 5.0.0 Beta 5 - Application dein...
CleanApp is an application deinstaller and archiver.... Your hard drive gets fuller day by day, but do you know why? CleanApp 5 provides you with insights how to reclaim disk space. There are... Read more
Monolingual 1.6.2 - Remove unwanted OS X...
Monolingual is a program for removing unnecesary language resources from OS X, in order to reclaim several hundred megabytes of disk space. It requires a 64-bit capable Intel-based Mac and at least... Read more
NetShade 6.1 - Browse privately using an...
NetShade is an Internet security tool that conceals your IP address on the web. NetShade routes your Web connection through either a public anonymous proxy server, or one of NetShade's own dedicated... Read more
calibre 2.13 - Complete e-library manage...
Calibre is a complete e-book library manager. Organize your collection, convert your books to multiple formats, and sync with all of your devices. Let Calibre be your multi-tasking digital librarian... Read more
Mellel 3.3.7 - Powerful word processor w...
Mellel is the leading word processor for OS X and has been widely considered the industry standard since its inception. Mellel focuses on writers and scholars for technical writing and multilingual... Read more
ScreenFlow 5.0.1 - Create screen recordi...
Save 10% with the exclusive MacUpdate coupon code: AFMacUpdate10 Buy now! ScreenFlow is powerful, easy-to-use screencasting software for the Mac. With ScreenFlow you can record the contents of your... Read more
Simon 4.0 - Monitor changes and crashes...
Simon monitors websites and alerts you of crashes and changes. Select pages to monitor, choose your alert options, and customize your settings. Simon does the rest. Keep a watchful eye on your... Read more
BBEdit 11.0.2 - Powerful text and HTML e...
BBEdit is the leading professional HTML and text editor for the Mac. Specifically crafted in response to the needs of Web authors and software developers, this award-winning product provides a... Read more

Latest Forum Discussions

See All

Galaxy Trucker Pocket (Games)
Galaxy Trucker Pocket 1.0.8 Device: iOS iPhone Category: Games Price: $2.99, Version: 1.0.8 (iTunes) Description: Galaxy Truckers Wanted!================================================================= (5/5) "Galaxy Trucker isn’t... | Read more »
Make your own Tribez Figures (and More)...
Make your own Tribez Figures (and More) with Toyze Posted by Jessica Fisher on December 19th, 2014 [ permalink ] Universal App - Designed for iPhone and iPad | Read more »
So Many Holiday iOS Sales Oh My Goodness...
The holiday season is in full-swing, which means a whole lot of iOS apps and games are going on sale. A bunch already have, in fact. Naturally this means we’re putting together a hand-picked list of the best discounts and sales we can find in order... | Read more »
It’s Bird vs. Bird in the New PvP Mode f...
It’s Bird vs. Bird in the New PvP Mode for Angry Birds Epic Posted by Jessica Fisher on December 19th, 2014 [ permalink ] Universal App - Designed for iPhone and iPad | Read more »
Telltale Games and Mojang Announce Minec...
Telltale Games and Mojang Announce Minecraft: Story Mode – A Telltale Games Series Posted by Jessica Fisher on December 19th, 2014 [ permalink ] | Read more »
WarChest and Splash Damage Annouce Their...
WarChest and Splash Damage Annouce Their New Game: Tempo Posted by Jessica Fisher on December 19th, 2014 [ permalink ] WarChest Ltd and Splash Damage Ltd are teaming up again to work | Read more »
BulkyPix Celebrates its 6th Anniversary...
BulkyPix Celebrates its 6th Anniversary with a Bunch of Free Games Posted by Jessica Fisher on December 19th, 2014 [ permalink ] BulkyPix has | Read more »
Indulge in Japanese cuisine in Cooking F...
Indulge in Japanese cuisine in Cooking Fever’s new sushi-themed update Posted by Simon Reed on December 19th, 2014 [ permalink ] Lithuanian developer Nordcurrent has yet again updated its restaurant simulat | Read more »
Badland Daydream Level Pack Arrives to C...
Badland Daydream Level Pack Arrives to Celebrate 20 Million Downloads Posted by Ellis Spice on December 19th, 2014 [ permalink ] | Read more »
Far Cry 4, Assassin’s Creed Unity, Desti...
Far Cry 4, Assassin’s Creed Unity, Destiny, and Beyond – AppSpy Takes a Look at AAA Companion Apps Posted by Rob Rich on December 19th, 2014 [ permalink ] These day | Read more »

Price Scanner via MacPrices.net

Holiday sale: 13-inch 128GB MacBook Air for $...
 Best Buy has the 2014 13-inch 1.4GHz 128GB MacBook Air on sale for $849.99, or $150 off MSRP, on their online store. Choose free home shipping or free local store pickup (if available). Price valid... Read more
13-inch 2.6GHz Retina MacBook Pro on sale for...
Best Buy has lowered their price on the 2014 13″ 2.6GHz/128GB Retina MacBook Pro to $1149.99 on their online store for a limited time. That’s $150 off MSRP and the lowest price available for this... Read more
Kodak Returns to CES With New Consumer Produ...
Former photography colossus Kodak is returning to CES for the first time in three years where the Kodak booth (#21818 South Hall 1) will showcase a wide range of innovative, imaging-related products... Read more
Invaluable Launches New Eponymously -Named A...
Invaluable, the world’s largest online live auction marketplace, hhas announced the official launch of the Invaluable app for iPad, now available for download in the iTunes App Store. Invaluable... Read more
IDC Reveals Worldwide Mobile Enterprise Appli...
International Data Corporation (IDC) last week hosted the IDC FutureScape: Worldwide Mobile Enterprise Applications and Solutions 2015 Predictions Web conference. The session provided organizations... Read more
Hello Vino Wine App Launches “Safe Ride Home”...
Hello Vino has announced addition of a new “Get a Safe Ride Home” feature in its Food & Drink app with a direct connection to Uber, the technology platform that connects users with rides. The... Read more
DEVON-technologies Releases DEVONthink To Go...
Coeur d’Alene, Idaho based DEVON-technologies, LLC has updated DEVONthink To Go, its mobile companion to DEVONthink, to version 1.5. The update includes an iOS 8 extension, compatibility with the... Read more
The Apple Store offering free next-day shippi...
The Apple Store is now offering free next-day shipping on all in stock items if ordered before 12/23/14 at 10:00am PT. Local store pickup is also available within an hour of ordering for any in stock... Read more
It’s 1992 Again At Sony Pictures, Except For...
Techcrunch’s John Biggs interviewed a Sony Pictures Entertainment (SPE) employee, who quite understandably wished to remain anonymous, regarding post-hack conditions in SPE’s L.A office, explaining “... Read more
OtterBox Defender Series Case For iPad mini 3...
With their innovative Touch ID technology and ultrathin profile, the latest tranche of Apple iPads are more desirable than ever, and OtterBox has just announced the Defender Series custom-engineered... Read more

Jobs Board

*Apple* Store Leader Program (US) - Apple, I...
…Summary Learn and grow as you explore the art of leadership at the Apple Store. You'll master our retail business inside and out through training, hands-on experience, Read more
Project Manager, *Apple* Financial Services...
**Job Summary** Apple Financial Services (AFS) offers consumers, businesses and educational institutions ways to finance Apple purchases. We work with national and Read more
*Apple* Retail - Multiple Positions (US) - A...
Sales Specialist - Retail Customer Service and Sales Transform Apple Store visitors into loyal Apple customers. When customers enter the store, you're also the Read more
*Apple* Retail - Multiple Positions (US) - A...
Sales Specialist - Retail Customer Service and Sales Transform Apple Store visitors into loyal Apple customers. When customers enter the store, you're also the Read more
*Apple* Retail - Multiple Positions (US) - A...
Job Description: Sales Specialist - Retail Customer Service and Sales Transform Apple Store visitors into loyal Apple customers. When customers enter the store, Read more
All contents are Copyright 1984-2011 by Xplain Corporation. All rights reserved. Theme designed by Icreon.