SlideShare une entreprise Scribd logo
1  sur  115
Télécharger pour lire hors ligne
Caching and tuning fun for high scalability Wim Godden Cu.be Solutions
Notes about this presentation ,[object Object]
Who am I ? ,[object Object]
Owner of Cu.be Solutions (http://cu.be)
PHP developer since 1997
Developer of OpenX
Zend Certified Engineer
Zend Framework Certified Engineer
MySQL Certified Developer
Who are you ? ,[object Object]
System/network engineers ?
Managers ?
Caching experience ?
Caching and tuning fun for high scalability Wim Godden Cu.be Solutions
Goals of this tutorial ,[object Object]
A few techniques ,[object Object]
How-NOT-to ,[object Object]
5 visitors/day -> 5 million visitors/day
(Don't expect miracle cure !)
LAMP
LAMP
Architecture
Our test site
Our base benchmark ,[object Object]
Result ?
Caching
What's caching ?
What is caching ? select * from article join user on article.user_id = user.id order by created desc limit 10
Caching goals ,[object Object]
Reduce the load ,[object Object],[object Object]
Reduce for Webserver load ,[object Object],[object Object]
Hey, that's frontend !
Theory of caching DB
Theory of caching DB
Caching techniques ,[object Object]
Blogs
Full pages that don't change
Render -> Store in cache -> retrieve from cache
Caching techniques ,[object Object]
Caching techniques ,[object Object]
Usually a small block in a page
Best effect : reused on lots of pages
Caching techniques ,[object Object]
Caching techniques ,[object Object]
Caching techniques ,[object Object]
Resets on every insert/update/delete
Server and connection overhead ,[object Object],[object Object]
free up DB resources for more hits !
Caching techniques ,[object Object]
Caching techniques ,[object Object]
CPU intensive tasks : ,[object Object]
XML file parsing
Loading CSV in an array ,[object Object]
Caching techniques ,[object Object]
Caching techniques ,[object Object]
Modification frequency ?
Retrieval frequency ?
How to find cacheable data ,[object Object]
Existing projects : ,[object Object]
Make a complete query log (don't forget to turn it off !)
Check page loading times
Caching storage - MySQL query cache ,[object Object]
Don't rely on it
Good if you have : ,[object Object]
few different queries ,[object Object],[object Object]
lots of different queries
Caching storage - Disk ,[object Object]
Caching SQL queries : preferably not
DON'T  use NFS or other network file systems ,[object Object]
high latency
locking issues !
Caching storage - Disk / ramdisk ,[object Object]
Limited number of files per directory ,[object Object],[object Object],[object Object]
-> Hard to scale
How will you keep them synchronized ? ,[object Object]
Caching storage - Memcache ,[object Object]
Distributed memory caching system
Multiple machines ↔ 1 big memory-based hash-table
Key-value storage system ,[object Object]
Values - max. 1Mbyte
Caching storage - Memcache ,[object Object]
Distributed memory caching system
Multiple machines ↔ 1 big memory-based hash-table
Key-value storage system ,[object Object]
Values - max. 1Mbyte ,[object Object]
Memcache - where to install
Memcache - where to install
Memcache - installation & running it ,[object Object]
PECL
Windows : binaries ,[object Object],[object Object]
memcached -d -m <mem> -l <ip> -p <port>
ex. : memcached -d -m 2048 -l 127.0.0.1 -p 11211
Caching storage - Memcache - some notes ,[object Object]
Lose session data
Lose shopping cart data
...
Caching storage - Memcache - some notes ,[object Object]
Lose session data
Lose shopping cart data
… ,[object Object],[object Object]
New : libmemcached (consistent hashing, UDP, binary protocol, …) ,[object Object]
Caching in PHP <?php $memcache =  new  Memcache(); $memcache->addServer( '172.16.0.1' , 11211); $memcache->addServer( '172.16.0.2' , 11211); $myData = $memcache->get( 'myKey' ); if  ($myData ===  false ) { $myData = GetMyDataFromDB(); // Put it in Memcache as 'myKey', without compression, with no expiration $memcache->set( 'myKey' , $myData,  false , 0); } echo  $myData;
Let's give that a go ! /** * Retrieves the 10 highest rated articles *  @return  array List of highest rated articles */ static public function  getTopRatedArticleList () { if  (!$articleList = $cache->load( 'topRatedArticleList' )) { $articleList =  self :: getTopRatedArticleListUncached (); $cache->save($articleList,  'topRatedArticleList' ); } return  $articleList; }
Where's the data ? ,[object Object]
2 hashing algorithms : ,[object Object],[object Object]
Memcache slabs ,[object Object]
Slab 2 : 480 bytes (400 * 1.2)
Slab 3 : 576 bytes (480 * 1.2) (and so on...) ,[object Object]
Each larger slab has room for fewer items (chunks)
-> Store a lot of very large objects
-> Large slabs might be full
-> Rest of slabs might be free
-> Try to store more -> eviction of data !
Memcache - Is it working ? ,[object Object]
Use Cacti or other monitoring tools STAT pid 2941 STAT uptime 10878 STAT time 1296074240 STAT version 1.4.5 STAT pointer_size 64 STAT rusage_user 20.089945 STAT rusage_system 58.499106 STAT curr_connections 16 STAT total_connections 276950 STAT connection_structures 96 STAT cmd_get 276931 STAT cmd_set 584148 STAT cmd_flush 0 STAT get_hits 211106 STAT get_misses 65825 STAT delete_misses 101 STAT delete_hits 276829 STAT incr_misses 0 STAT incr_hits 0 STAT decr_misses 0 STAT decr_hits 0 STAT cas_misses 0 STAT cas_hits 0 STAT cas_badval 0 STAT auth_cmds 0 STAT auth_errors 0 STAT bytes_read 613193860 STAT bytes_written 553991373 STAT limit_maxbytes 268435456 STAT accepting_conns 1 STAT listen_disabled_num 0 STAT threads 4 STAT conn_yields 0 STAT bytes 20418140 STAT curr_items 65826 STAT total_items 553856 STAT evictions 0 STAT reclaimed 0

Contenu connexe

Tendances

Using memcache to improve php performance
Using memcache to improve php performanceUsing memcache to improve php performance
Using memcache to improve php performanceSudar Muthu
 
Challenges when building high profile editorial sites
Challenges when building high profile editorial sitesChallenges when building high profile editorial sites
Challenges when building high profile editorial sitesYann Malet
 
High performance WordPress
High performance WordPressHigh performance WordPress
High performance WordPressMikel King
 
Memcached: What is it and what does it do?
Memcached: What is it and what does it do?Memcached: What is it and what does it do?
Memcached: What is it and what does it do?Brian Moon
 
Site Performance - From Pinto to Ferrari
Site Performance - From Pinto to FerrariSite Performance - From Pinto to Ferrari
Site Performance - From Pinto to FerrariJoseph Scott
 
cache concepts and varnish-cache
cache concepts and varnish-cachecache concepts and varnish-cache
cache concepts and varnish-cacheMarc Cortinas Val
 
0628阙宏宇
0628阙宏宇0628阙宏宇
0628阙宏宇zhu02
 
Northeast PHP - High Performance PHP
Northeast PHP - High Performance PHPNortheast PHP - High Performance PHP
Northeast PHP - High Performance PHPJonathan Klein
 
Roy foubister (hosting high traffic sites on a tight budget)
Roy foubister (hosting high traffic sites on a tight budget)Roy foubister (hosting high traffic sites on a tight budget)
Roy foubister (hosting high traffic sites on a tight budget)WordCamp Cape Town
 
Memcache basics on google app engine
Memcache basics on google app engineMemcache basics on google app engine
Memcache basics on google app engineIdo Green
 
HTTP caching with Varnish
HTTP caching with VarnishHTTP caching with Varnish
HTTP caching with VarnishDavid de Boer
 
How to scale PHP applications
How to scale PHP applicationsHow to scale PHP applications
How to scale PHP applicationsEnrico Zimuel
 
MySQL Scaling Presentation
MySQL Scaling PresentationMySQL Scaling Presentation
MySQL Scaling PresentationTommy Falgout
 
Advanced HTTP Caching
Advanced HTTP CachingAdvanced HTTP Caching
Advanced HTTP CachingMartin Breest
 
Clug 2012 March web server optimisation
Clug 2012 March   web server optimisationClug 2012 March   web server optimisation
Clug 2012 March web server optimisationgrooverdan
 
Nuvola: a tale of migration to AWS
Nuvola: a tale of migration to AWSNuvola: a tale of migration to AWS
Nuvola: a tale of migration to AWSMatteo Moretti
 

Tendances (20)

Memcache
MemcacheMemcache
Memcache
 
Using memcache to improve php performance
Using memcache to improve php performanceUsing memcache to improve php performance
Using memcache to improve php performance
 
Challenges when building high profile editorial sites
Challenges when building high profile editorial sitesChallenges when building high profile editorial sites
Challenges when building high profile editorial sites
 
High performance WordPress
High performance WordPressHigh performance WordPress
High performance WordPress
 
Memcached: What is it and what does it do?
Memcached: What is it and what does it do?Memcached: What is it and what does it do?
Memcached: What is it and what does it do?
 
Site Performance - From Pinto to Ferrari
Site Performance - From Pinto to FerrariSite Performance - From Pinto to Ferrari
Site Performance - From Pinto to Ferrari
 
cache concepts and varnish-cache
cache concepts and varnish-cachecache concepts and varnish-cache
cache concepts and varnish-cache
 
0628阙宏宇
0628阙宏宇0628阙宏宇
0628阙宏宇
 
Northeast PHP - High Performance PHP
Northeast PHP - High Performance PHPNortheast PHP - High Performance PHP
Northeast PHP - High Performance PHP
 
Roy foubister (hosting high traffic sites on a tight budget)
Roy foubister (hosting high traffic sites on a tight budget)Roy foubister (hosting high traffic sites on a tight budget)
Roy foubister (hosting high traffic sites on a tight budget)
 
Memcache basics on google app engine
Memcache basics on google app engineMemcache basics on google app engine
Memcache basics on google app engine
 
HTTP caching with Varnish
HTTP caching with VarnishHTTP caching with Varnish
HTTP caching with Varnish
 
How to scale PHP applications
How to scale PHP applicationsHow to scale PHP applications
How to scale PHP applications
 
Memcached Study
Memcached StudyMemcached Study
Memcached Study
 
Http caching basics
Http caching basicsHttp caching basics
Http caching basics
 
MySQL Scaling Presentation
MySQL Scaling PresentationMySQL Scaling Presentation
MySQL Scaling Presentation
 
Advanced HTTP Caching
Advanced HTTP CachingAdvanced HTTP Caching
Advanced HTTP Caching
 
Clug 2012 March web server optimisation
Clug 2012 March   web server optimisationClug 2012 March   web server optimisation
Clug 2012 March web server optimisation
 
Nuvola: a tale of migration to AWS
Nuvola: a tale of migration to AWSNuvola: a tale of migration to AWS
Nuvola: a tale of migration to AWS
 
Memcached
MemcachedMemcached
Memcached
 

Similaire à Caching and tuning techniques for high scalability

Caching and tuning fun for high scalability @ FrOSCon 2011
Caching and tuning fun for high scalability @ FrOSCon 2011Caching and tuning fun for high scalability @ FrOSCon 2011
Caching and tuning fun for high scalability @ FrOSCon 2011Wim Godden
 
phptek13 - Caching and tuning fun tutorial
phptek13 - Caching and tuning fun tutorialphptek13 - Caching and tuning fun tutorial
phptek13 - Caching and tuning fun tutorialWim Godden
 
Caching and tuning fun for high scalability
Caching and tuning fun for high scalabilityCaching and tuning fun for high scalability
Caching and tuning fun for high scalabilityWim Godden
 
Caching and tuning fun for high scalability
Caching and tuning fun for high scalabilityCaching and tuning fun for high scalability
Caching and tuning fun for high scalabilityWim Godden
 
Performance and Scalability
Performance and ScalabilityPerformance and Scalability
Performance and ScalabilityMediacurrent
 
High Performance Web Sites
High Performance Web SitesHigh Performance Web Sites
High Performance Web SitesRavi Raj
 
Anthony Somerset - Site Speed = Success!
Anthony Somerset - Site Speed = Success!Anthony Somerset - Site Speed = Success!
Anthony Somerset - Site Speed = Success!WordCamp Cape Town
 
Drupal Performance - SerBenfiquista.com Case Study
Drupal Performance - SerBenfiquista.com Case StudyDrupal Performance - SerBenfiquista.com Case Study
Drupal Performance - SerBenfiquista.com Case Studyhernanibf
 
Less and faster – Cache tips for WordPress developers
Less and faster – Cache tips for WordPress developersLess and faster – Cache tips for WordPress developers
Less and faster – Cache tips for WordPress developersSeravo
 
Introduction to memcached
Introduction to memcachedIntroduction to memcached
Introduction to memcachedJurriaan Persyn
 
Improving Website Performance with Memecached Webinar | Achieve Internet
Improving Website Performance with Memecached Webinar | Achieve InternetImproving Website Performance with Memecached Webinar | Achieve Internet
Improving Website Performance with Memecached Webinar | Achieve InternetAchieve Internet
 
Improving Website Performance with Memecached Webinar | Achieve Internet
Improving Website Performance with Memecached Webinar | Achieve InternetImproving Website Performance with Memecached Webinar | Achieve Internet
Improving Website Performance with Memecached Webinar | Achieve InternetAchieve Internet
 
Performance Optimization using Caching | Swatantra Kumar
Performance Optimization using Caching | Swatantra KumarPerformance Optimization using Caching | Swatantra Kumar
Performance Optimization using Caching | Swatantra KumarSwatantra Kumar
 
Profiling PHP with Xdebug / Webgrind
Profiling PHP with Xdebug / WebgrindProfiling PHP with Xdebug / Webgrind
Profiling PHP with Xdebug / WebgrindSam Keen
 
php & performance
 php & performance php & performance
php & performancesimon8410
 
Cache all the things #DCLondon
Cache all the things #DCLondonCache all the things #DCLondon
Cache all the things #DCLondondigital006
 
Itb session v_memcached
Itb session v_memcachedItb session v_memcached
Itb session v_memcachedSkills Matter
 
Zend Con 2008 Slides
Zend Con 2008 SlidesZend Con 2008 Slides
Zend Con 2008 Slidesmkherlakian
 
Zendcon scaling magento
Zendcon scaling magentoZendcon scaling magento
Zendcon scaling magentoMathew Beane
 

Similaire à Caching and tuning techniques for high scalability (20)

Caching and tuning fun for high scalability @ FrOSCon 2011
Caching and tuning fun for high scalability @ FrOSCon 2011Caching and tuning fun for high scalability @ FrOSCon 2011
Caching and tuning fun for high scalability @ FrOSCon 2011
 
phptek13 - Caching and tuning fun tutorial
phptek13 - Caching and tuning fun tutorialphptek13 - Caching and tuning fun tutorial
phptek13 - Caching and tuning fun tutorial
 
Caching and tuning fun for high scalability
Caching and tuning fun for high scalabilityCaching and tuning fun for high scalability
Caching and tuning fun for high scalability
 
Caching and tuning fun for high scalability
Caching and tuning fun for high scalabilityCaching and tuning fun for high scalability
Caching and tuning fun for high scalability
 
Performance and Scalability
Performance and ScalabilityPerformance and Scalability
Performance and Scalability
 
Scaling PHP apps
Scaling PHP appsScaling PHP apps
Scaling PHP apps
 
High Performance Web Sites
High Performance Web SitesHigh Performance Web Sites
High Performance Web Sites
 
Anthony Somerset - Site Speed = Success!
Anthony Somerset - Site Speed = Success!Anthony Somerset - Site Speed = Success!
Anthony Somerset - Site Speed = Success!
 
Drupal Performance - SerBenfiquista.com Case Study
Drupal Performance - SerBenfiquista.com Case StudyDrupal Performance - SerBenfiquista.com Case Study
Drupal Performance - SerBenfiquista.com Case Study
 
Less and faster – Cache tips for WordPress developers
Less and faster – Cache tips for WordPress developersLess and faster – Cache tips for WordPress developers
Less and faster – Cache tips for WordPress developers
 
Introduction to memcached
Introduction to memcachedIntroduction to memcached
Introduction to memcached
 
Improving Website Performance with Memecached Webinar | Achieve Internet
Improving Website Performance with Memecached Webinar | Achieve InternetImproving Website Performance with Memecached Webinar | Achieve Internet
Improving Website Performance with Memecached Webinar | Achieve Internet
 
Improving Website Performance with Memecached Webinar | Achieve Internet
Improving Website Performance with Memecached Webinar | Achieve InternetImproving Website Performance with Memecached Webinar | Achieve Internet
Improving Website Performance with Memecached Webinar | Achieve Internet
 
Performance Optimization using Caching | Swatantra Kumar
Performance Optimization using Caching | Swatantra KumarPerformance Optimization using Caching | Swatantra Kumar
Performance Optimization using Caching | Swatantra Kumar
 
Profiling PHP with Xdebug / Webgrind
Profiling PHP with Xdebug / WebgrindProfiling PHP with Xdebug / Webgrind
Profiling PHP with Xdebug / Webgrind
 
php & performance
 php & performance php & performance
php & performance
 
Cache all the things #DCLondon
Cache all the things #DCLondonCache all the things #DCLondon
Cache all the things #DCLondon
 
Itb session v_memcached
Itb session v_memcachedItb session v_memcached
Itb session v_memcached
 
Zend Con 2008 Slides
Zend Con 2008 SlidesZend Con 2008 Slides
Zend Con 2008 Slides
 
Zendcon scaling magento
Zendcon scaling magentoZendcon scaling magento
Zendcon scaling magento
 

Plus de Wim Godden

Beyond php - it's not (just) about the code
Beyond php - it's not (just) about the codeBeyond php - it's not (just) about the code
Beyond php - it's not (just) about the codeWim Godden
 
Bringing bright ideas to life
Bringing bright ideas to lifeBringing bright ideas to life
Bringing bright ideas to lifeWim Godden
 
The why and how of moving to php 8
The why and how of moving to php 8The why and how of moving to php 8
The why and how of moving to php 8Wim Godden
 
The why and how of moving to php 7
The why and how of moving to php 7The why and how of moving to php 7
The why and how of moving to php 7Wim Godden
 
My app is secure... I think
My app is secure... I thinkMy app is secure... I think
My app is secure... I thinkWim Godden
 
My app is secure... I think
My app is secure... I thinkMy app is secure... I think
My app is secure... I thinkWim Godden
 
Building interactivity with websockets
Building interactivity with websocketsBuilding interactivity with websockets
Building interactivity with websocketsWim Godden
 
Bringing bright ideas to life
Bringing bright ideas to lifeBringing bright ideas to life
Bringing bright ideas to lifeWim Godden
 
Your app lives on the network - networking for web developers
Your app lives on the network - networking for web developersYour app lives on the network - networking for web developers
Your app lives on the network - networking for web developersWim Godden
 
The why and how of moving to php 7.x
The why and how of moving to php 7.xThe why and how of moving to php 7.x
The why and how of moving to php 7.xWim Godden
 
The why and how of moving to php 7.x
The why and how of moving to php 7.xThe why and how of moving to php 7.x
The why and how of moving to php 7.xWim Godden
 
Beyond php - it's not (just) about the code
Beyond php - it's not (just) about the codeBeyond php - it's not (just) about the code
Beyond php - it's not (just) about the codeWim Godden
 
My app is secure... I think
My app is secure... I thinkMy app is secure... I think
My app is secure... I thinkWim Godden
 
Building interactivity with websockets
Building interactivity with websocketsBuilding interactivity with websockets
Building interactivity with websocketsWim Godden
 
Your app lives on the network - networking for web developers
Your app lives on the network - networking for web developersYour app lives on the network - networking for web developers
Your app lives on the network - networking for web developersWim Godden
 
My app is secure... I think
My app is secure... I thinkMy app is secure... I think
My app is secure... I thinkWim Godden
 
My app is secure... I think
My app is secure... I thinkMy app is secure... I think
My app is secure... I thinkWim Godden
 
The promise of asynchronous php
The promise of asynchronous phpThe promise of asynchronous php
The promise of asynchronous phpWim Godden
 
My app is secure... I think
My app is secure... I thinkMy app is secure... I think
My app is secure... I thinkWim Godden
 
My app is secure... I think
My app is secure... I thinkMy app is secure... I think
My app is secure... I thinkWim Godden
 

Plus de Wim Godden (20)

Beyond php - it's not (just) about the code
Beyond php - it's not (just) about the codeBeyond php - it's not (just) about the code
Beyond php - it's not (just) about the code
 
Bringing bright ideas to life
Bringing bright ideas to lifeBringing bright ideas to life
Bringing bright ideas to life
 
The why and how of moving to php 8
The why and how of moving to php 8The why and how of moving to php 8
The why and how of moving to php 8
 
The why and how of moving to php 7
The why and how of moving to php 7The why and how of moving to php 7
The why and how of moving to php 7
 
My app is secure... I think
My app is secure... I thinkMy app is secure... I think
My app is secure... I think
 
My app is secure... I think
My app is secure... I thinkMy app is secure... I think
My app is secure... I think
 
Building interactivity with websockets
Building interactivity with websocketsBuilding interactivity with websockets
Building interactivity with websockets
 
Bringing bright ideas to life
Bringing bright ideas to lifeBringing bright ideas to life
Bringing bright ideas to life
 
Your app lives on the network - networking for web developers
Your app lives on the network - networking for web developersYour app lives on the network - networking for web developers
Your app lives on the network - networking for web developers
 
The why and how of moving to php 7.x
The why and how of moving to php 7.xThe why and how of moving to php 7.x
The why and how of moving to php 7.x
 
The why and how of moving to php 7.x
The why and how of moving to php 7.xThe why and how of moving to php 7.x
The why and how of moving to php 7.x
 
Beyond php - it's not (just) about the code
Beyond php - it's not (just) about the codeBeyond php - it's not (just) about the code
Beyond php - it's not (just) about the code
 
My app is secure... I think
My app is secure... I thinkMy app is secure... I think
My app is secure... I think
 
Building interactivity with websockets
Building interactivity with websocketsBuilding interactivity with websockets
Building interactivity with websockets
 
Your app lives on the network - networking for web developers
Your app lives on the network - networking for web developersYour app lives on the network - networking for web developers
Your app lives on the network - networking for web developers
 
My app is secure... I think
My app is secure... I thinkMy app is secure... I think
My app is secure... I think
 
My app is secure... I think
My app is secure... I thinkMy app is secure... I think
My app is secure... I think
 
The promise of asynchronous php
The promise of asynchronous phpThe promise of asynchronous php
The promise of asynchronous php
 
My app is secure... I think
My app is secure... I thinkMy app is secure... I think
My app is secure... I think
 
My app is secure... I think
My app is secure... I thinkMy app is secure... I think
My app is secure... I think
 

Dernier

FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...gurkirankumar98700
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Paola De la Torre
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...HostedbyConfluent
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 

Dernier (20)

FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 

Caching and tuning techniques for high scalability