The mysqlnd query cache is an easy to use client side cache for all PHP MySQL extensions. Learn how it performs compared to the MySQL Server cache when running Oxid eShop and artificial tests on one and two machines.
This document discusses various techniques for optimizing website performance, including:
1. Network optimizations like compression, HTTP caching, and keeping connections alive.
2. Structuring content efficiently and using tools like YSlow to measure performance.
3. Application caching of pages, database queries, and other frequently accessed content.
4. Database tuning through indexing, query optimization, and offloading text searches.
5. Monitoring resource usage and business metrics to ensure performance meets targets.
Introducing MongoDB in a multi-site HA environmentSebastian Geib
This presentation was given by us at Mongo Munich on 10th of October 2011. It covers the introduction and mostly the durability and robustness testing of MongoDB at AutoScout24 before launching a new site.
This document discusses Apache Traffic Server, an open source HTTP proxy server. It provides an overview of Traffic Server's history and capabilities. Key points include:
- Traffic Server can handle a high volume of requests (350,000/sec) and throughput (30Gbps) for content delivery networks (CDNs).
- It uses an event-driven, multithreaded model to solve concurrency problems faced by other proxy servers.
- Traffic Server makes operations easy through automatic restart on crash, configuration reload without restart, and command line utilities for stats and configs.
- It can be used for forward and reverse proxying, load balancing, caching, and building CDNs through remapping of URLs to
This document discusses troubleshooting Redis. Some key points:
- Redis is single-threaded, so commands like KEYS, FlushAll, and deleting large collections can be slow. It's better to use SCAN instead of KEYS.
- Creating Redis database snapshots (RDB files) and rewriting the append-only file (AOF) can cause high disk I/O and CPU usage. It's best to disable automatic rewrites.
- Monitoring memory usage and fragmentation is important to avoid performance issues. The maxmemory setting also needs monitoring to prevent out-of-memory errors.
- Network and replication failures need solutions like DNS failover or using Zookeeper for coordination to maintain high availability of Redis
My presentation from Wordconf 2011 about High Performance Wordpress. Covers tuning the whole LAMP stack, some stuff on Wordpress and Caching (both plugins and Varnish).
This is my talk from the July LVL.UP KL meeting (formerly WebCamp KL) held on August 6th at Mindvalley, Bangsar.
The talk covers a basic introduction to scalability, 5 things to consider/think about and 5 things you can do build at scale.
WebCampKL Group is here - https://www.facebook.com/groups/webcamp/
The video of this talk is available here: http://youtu.be/Djs-8lGpz_U (also added as the 19th slide).
Apache Traffic Server is an open source HTTP server and reverse proxy that is fast, scalable, and easy to configure and manage. It can be used to build content delivery networks and optimize HTTP/1.1 performance by managing TCP connections. Key features include caching, load balancing, SSL support, and plugins. Traffic Server uses an event-driven model for high concurrency and can handle over 350,000 requests per second on a single machine. It is actively developed and widely used in production environments.
Autovacuum, explained for engineers, new improved version PGConf.eu 2015 ViennaPostgreSQL-Consulting
Autovacuum is PostgreSQL's automatic vacuum process that helps manage bloat and garbage collection. It is critical for performance but is often improperly configured by default settings. Autovacuum works table-by-table to remove expired rows in small portions to avoid long blocking operations. Its settings like scale factors, thresholds, and costs can be tuned more aggressively for OLTP workloads to better control bloat and avoid long autovacuum operations.
This document discusses scaling Symfony applications. It begins by introducing the speaker and their experience scaling large applications. It then covers scaling different aspects of an application including the web server, sessions, database, and filesystem. For each area, it provides recommendations such as using PHP opcode caching, storing sessions in Redis or Memcached, considering database sharding for very large databases, and using an abstraction layer like FlysystemBundle to store files in cloud storage like Amazon S3. The overall message is that scaling can be achieved through configuration changes and decoupling services rather than code changes.
Building highly scalable website requires to understand the core building blocks of your applicative environment. In this talk we dive into Jahia core components to understand how they interact and how by (1) respecting a few architectural practices and (2) fine tuning Jahia components and the JVM, you will be able to build a highly scalable service
A meticulous presentation on Authorization, Encryption & Authentication of the security features in MySQL 8.0 by Vignesh Prabhu, Database reliability engineer, Mydbops.
This document discusses best practices for containerizing Java applications to avoid out of memory errors and performance issues. It covers choosing appropriate Java versions, garbage collector tuning, sizing heap memory correctly while leaving room for operating system caches, avoiding swapping, and monitoring applications to detect issues. Key recommendations include using the newest Java version possible, configuring the garbage collector appropriately for the workload, allocating all heap memory at startup, and monitoring memory usage to detect problems early.
This document discusses logical replication with pglogical. It begins by explaining that pglogical performs row-oriented replication and outputs replication data that can be used in various ways. It then covers the architectures of standalone PostgreSQL, physical replication, and logical replication. The rest of the document discusses key aspects of pglogical such as its output plugin, selective replication capabilities, performance and future plans, and examples of using the output with other applications.
The document discusses various techniques for optimizing performance of a Mura CMS website. It covers server tuning including optimizing the web server configuration, compressing static assets, and setting far future expires headers. It also discusses Java Virtual Machine tuning and database optimization. For Mura tuning, it recommends settings in the Mura admin such as enabling site caching and restricting access. It provides code examples for optimizing primary navigation, using the CacheOMatic tag, implementing CfStatic, and using ShowTrace for debugging.
EXPERTALKS: Nov 2012 - Web Application ClusteringEXPERTALKS
This document discusses strategies for scaling web applications to handle increasing user loads. It describes scaling up (vertical clustering) which uses more powerful hardware on a single server. For loads over 500 users, it recommends scaling out (horizontal clustering) using multiple servers. It provides instructions to set up a basic two-node Tomcat cluster using Apache HTTP Server as a load balancer with a weighted round robin policy. Key steps include configuring the Tomcat nodes, installing the mod_jk module, and setting the workers.properties file. The goal is to demonstrate how to build a simple clustered environment to improve response times and allow scaling to over 5000 concurrent users.
Denish Patel deployed PostgreSQL on Amazon EC2 for a startup that had its entire IT architecture on the Amazon cloud. The initial deployment involved setting up master-slave configurations across two EC2 environments with issues like weekly instance failures and lack of monitoring. Patel then consolidated the environments, configured high availability using replication across availability zones and regions, implemented automation using Puppet, and added monitoring and backups to improve the stability and management of the PostgreSQL deployment.
- Galera is a MySQL clustering solution that provides true multi-master replication with synchronous replication and no single point of failure.
- It allows high availability, data integrity, and elastic scaling of databases across multiple nodes.
- Companies like Percona and MariaDB have integrated Galera to provide highly available database clusters.
Introduction to performance tuning perl web applicationsPerrin Harkins
This document provides an introduction to performance tuning Perl web applications. It discusses identifying performance bottlenecks, benchmarking tools like ab and httperf to measure performance, profiling tools like Devel::NYTProf to find where time is spent, common causes of slowness like inefficient database queries and lack of caching, and approaches for improvement like query optimization, caching, and infrastructure changes. The key messages are that performance issues are best identified through measurement and profiling, database queries are often the main culprit, and caching can help but adds complexity.
This document provides an introduction and overview of Apache Traffic Server, an open source reverse proxy, caching server, and load balancer. It discusses the history of Traffic Server, its key features compared to other proxy servers, and how it addresses common performance issues through an asynchronous event-driven architecture using multiple threads and caching. The document also covers Traffic Server configuration files and some future directions, concluding that Traffic Server is a versatile and fast tool supported by an active community.
Matteo Moretti discusses scaling PHP applications. He covers scaling the web server, sessions, database, filesystem, asynchronous tasks, and logging. The key aspects are decoupling services, using caching, moving to external services like Redis, S3, and RabbitMQ, and allowing those services to scale automatically using techniques like auto-scaling. Sharding the database is difficult to implement and should only be done if really needed.
Real World Tales of Repair (Alexander Dejanovski, The Last Pickle) | Cassandr...DataStax
- Repair is a maintenance operation that restores consistency in Cassandra by comparing and syncing data across nodes. It is needed due to eventual consistency and to ensure safe deletes.
- Traditional full repair reads and compares all data partitions, while incremental repair only repairs data that has changed since the last repair.
- Automated repair tools like Spotify's Cassandra Reaper help orchestrate repairs across large clusters to limit their impact on performance and availability. Future improvements may further reduce the need to manually manage repairs.
Linux internals for Database administrators at Linux Piter 2016PostgreSQL-Consulting
Input-output performance problems are on every day agenda for DBAs since the databases exist. Volume of data grows rapidly and you need to get your data fast from the disk and moreover - fast to the disk. For most databases there is a more or less easy to find checklist of recommended Linux settings to maximize IO throughput. In most cases that checklist is good enough. But it is always better to understand how it works, especially if you run into some corner-cases. This talk is about how IO in Linux works, how database pages travel from disk level to database own shared memory and back and what kind of mechanisms exist to control this. We will discuss memory structures, swap and page-out daemons, filesystems, schedullers and IO methods. Some fundamental differences in IO approaches between PostgreSQL, Oracle and MySQL will be covered.
Ilya Kosmodemiansky - An ultimate guide to upgrading your PostgreSQL installa...PostgreSQL-Consulting
Even an experienced PostgreSQL DBA can not always say that upgrading between major versions of Postgres is an easy task, especially if there are some special requirements, such as downtime limitations or if something goes wrong. For less experienced DBAs anything more complex than dump/restore can be frustrating.
In this talk I will describe why we need a special procedure to upgrade between major versions, how that can be achieved and what sort of problems can occur. I will review all possible ways to upgrade your cluster from classical pg_upgrade to old-school slony or modern methods like logical replication. For all approaches, I will give a brief explanation how it works (limited by the scope of this talk of course), examples how to perform upgrade and some advice on potentially problematic steps. Besides I will touch upon such topics as integration of upgrade tools and procedures with other software — connection brokers, operating system package managers, automation tools, etc. This talk would not be complete if I do not cover cases when something goes wrong and how to deal with such cases.
This document discusses MySQL data replication. It explains that replication asynchronously copies data from a master database server to slave servers, allowing the slaves to handle read operations and serve as backups. It provides configuration steps for setting up replication by enabling binary logging on the master, setting server IDs, and specifying replication users and hosts. Code examples demonstrate how to configure the master and slave servers and check the slave's replication status. Finally, it briefly mentions alternative replication topologies and tools.
Improving PHP Application Performance with APCvortexau
This document discusses how to improve PHP application performance using the APC opcode cache. Installing APC yields a performance gain with default settings by caching opcodes for faster execution. Further optimization includes increasing the shared memory size and disabling file stat checks, which requires a server restart when files change. Caching variables like database query results with APC can also boost performance. In conclusion, APC is an effective way to enhance PHP application speed with only minor configuration changes required.
The document summarizes the results of benchmarking and comparing the performance of PostgreSQL databases hosted on Amazon EC2, RDS, and Heroku. It finds that EC2 provides the most configuration options but requires more management, RDS offers simplified deployment but less configuration options, and Heroku requires no management but has limited configuration and higher costs. Benchmark results show EC2 performing best for raw performance while RDS and Heroku trade off some performance for manageability. Heroku was the most expensive option.
The document discusses cement, including its history and manufacturing process. It begins by explaining that the Romans originally used the term "cement" and describes how modern cement is made. The key points are:
1) Cement is made by burning a raw mixture of limestone and clay in a kiln at high temperatures, forming clinker which is then ground into a powder.
2) The main minerals formed are tricalcium silicate, dicalcium silicate, tricalcium aluminate, and tetracalcium aluminoferrite which give cement its strength.
3) The manufacturing process involves quarrying limestone, preprocessing raw materials, firing the mixture at 1450°C,
1. The document provides a detailed overview of cement chemistry and manufacturing processes. It covers the history of cement and key developments.
2. The main manufacturing processes - wet, dry suspension, and dry preheater processes - are described. The preheater system used to preheat raw materials is explained in detail.
3. The key cement minerals C3S, C2S, C3A, and C4AF are defined in terms of their chemical formulas and roles in cement hydration and strength development. Their properties and crystal structures are also summarized.
Autovacuum, explained for engineers, new improved version PGConf.eu 2015 ViennaPostgreSQL-Consulting
Autovacuum is PostgreSQL's automatic vacuum process that helps manage bloat and garbage collection. It is critical for performance but is often improperly configured by default settings. Autovacuum works table-by-table to remove expired rows in small portions to avoid long blocking operations. Its settings like scale factors, thresholds, and costs can be tuned more aggressively for OLTP workloads to better control bloat and avoid long autovacuum operations.
This document discusses scaling Symfony applications. It begins by introducing the speaker and their experience scaling large applications. It then covers scaling different aspects of an application including the web server, sessions, database, and filesystem. For each area, it provides recommendations such as using PHP opcode caching, storing sessions in Redis or Memcached, considering database sharding for very large databases, and using an abstraction layer like FlysystemBundle to store files in cloud storage like Amazon S3. The overall message is that scaling can be achieved through configuration changes and decoupling services rather than code changes.
Building highly scalable website requires to understand the core building blocks of your applicative environment. In this talk we dive into Jahia core components to understand how they interact and how by (1) respecting a few architectural practices and (2) fine tuning Jahia components and the JVM, you will be able to build a highly scalable service
A meticulous presentation on Authorization, Encryption & Authentication of the security features in MySQL 8.0 by Vignesh Prabhu, Database reliability engineer, Mydbops.
This document discusses best practices for containerizing Java applications to avoid out of memory errors and performance issues. It covers choosing appropriate Java versions, garbage collector tuning, sizing heap memory correctly while leaving room for operating system caches, avoiding swapping, and monitoring applications to detect issues. Key recommendations include using the newest Java version possible, configuring the garbage collector appropriately for the workload, allocating all heap memory at startup, and monitoring memory usage to detect problems early.
This document discusses logical replication with pglogical. It begins by explaining that pglogical performs row-oriented replication and outputs replication data that can be used in various ways. It then covers the architectures of standalone PostgreSQL, physical replication, and logical replication. The rest of the document discusses key aspects of pglogical such as its output plugin, selective replication capabilities, performance and future plans, and examples of using the output with other applications.
The document discusses various techniques for optimizing performance of a Mura CMS website. It covers server tuning including optimizing the web server configuration, compressing static assets, and setting far future expires headers. It also discusses Java Virtual Machine tuning and database optimization. For Mura tuning, it recommends settings in the Mura admin such as enabling site caching and restricting access. It provides code examples for optimizing primary navigation, using the CacheOMatic tag, implementing CfStatic, and using ShowTrace for debugging.
EXPERTALKS: Nov 2012 - Web Application ClusteringEXPERTALKS
This document discusses strategies for scaling web applications to handle increasing user loads. It describes scaling up (vertical clustering) which uses more powerful hardware on a single server. For loads over 500 users, it recommends scaling out (horizontal clustering) using multiple servers. It provides instructions to set up a basic two-node Tomcat cluster using Apache HTTP Server as a load balancer with a weighted round robin policy. Key steps include configuring the Tomcat nodes, installing the mod_jk module, and setting the workers.properties file. The goal is to demonstrate how to build a simple clustered environment to improve response times and allow scaling to over 5000 concurrent users.
Denish Patel deployed PostgreSQL on Amazon EC2 for a startup that had its entire IT architecture on the Amazon cloud. The initial deployment involved setting up master-slave configurations across two EC2 environments with issues like weekly instance failures and lack of monitoring. Patel then consolidated the environments, configured high availability using replication across availability zones and regions, implemented automation using Puppet, and added monitoring and backups to improve the stability and management of the PostgreSQL deployment.
- Galera is a MySQL clustering solution that provides true multi-master replication with synchronous replication and no single point of failure.
- It allows high availability, data integrity, and elastic scaling of databases across multiple nodes.
- Companies like Percona and MariaDB have integrated Galera to provide highly available database clusters.
Introduction to performance tuning perl web applicationsPerrin Harkins
This document provides an introduction to performance tuning Perl web applications. It discusses identifying performance bottlenecks, benchmarking tools like ab and httperf to measure performance, profiling tools like Devel::NYTProf to find where time is spent, common causes of slowness like inefficient database queries and lack of caching, and approaches for improvement like query optimization, caching, and infrastructure changes. The key messages are that performance issues are best identified through measurement and profiling, database queries are often the main culprit, and caching can help but adds complexity.
This document provides an introduction and overview of Apache Traffic Server, an open source reverse proxy, caching server, and load balancer. It discusses the history of Traffic Server, its key features compared to other proxy servers, and how it addresses common performance issues through an asynchronous event-driven architecture using multiple threads and caching. The document also covers Traffic Server configuration files and some future directions, concluding that Traffic Server is a versatile and fast tool supported by an active community.
Matteo Moretti discusses scaling PHP applications. He covers scaling the web server, sessions, database, filesystem, asynchronous tasks, and logging. The key aspects are decoupling services, using caching, moving to external services like Redis, S3, and RabbitMQ, and allowing those services to scale automatically using techniques like auto-scaling. Sharding the database is difficult to implement and should only be done if really needed.
Real World Tales of Repair (Alexander Dejanovski, The Last Pickle) | Cassandr...DataStax
- Repair is a maintenance operation that restores consistency in Cassandra by comparing and syncing data across nodes. It is needed due to eventual consistency and to ensure safe deletes.
- Traditional full repair reads and compares all data partitions, while incremental repair only repairs data that has changed since the last repair.
- Automated repair tools like Spotify's Cassandra Reaper help orchestrate repairs across large clusters to limit their impact on performance and availability. Future improvements may further reduce the need to manually manage repairs.
Linux internals for Database administrators at Linux Piter 2016PostgreSQL-Consulting
Input-output performance problems are on every day agenda for DBAs since the databases exist. Volume of data grows rapidly and you need to get your data fast from the disk and moreover - fast to the disk. For most databases there is a more or less easy to find checklist of recommended Linux settings to maximize IO throughput. In most cases that checklist is good enough. But it is always better to understand how it works, especially if you run into some corner-cases. This talk is about how IO in Linux works, how database pages travel from disk level to database own shared memory and back and what kind of mechanisms exist to control this. We will discuss memory structures, swap and page-out daemons, filesystems, schedullers and IO methods. Some fundamental differences in IO approaches between PostgreSQL, Oracle and MySQL will be covered.
Ilya Kosmodemiansky - An ultimate guide to upgrading your PostgreSQL installa...PostgreSQL-Consulting
Even an experienced PostgreSQL DBA can not always say that upgrading between major versions of Postgres is an easy task, especially if there are some special requirements, such as downtime limitations or if something goes wrong. For less experienced DBAs anything more complex than dump/restore can be frustrating.
In this talk I will describe why we need a special procedure to upgrade between major versions, how that can be achieved and what sort of problems can occur. I will review all possible ways to upgrade your cluster from classical pg_upgrade to old-school slony or modern methods like logical replication. For all approaches, I will give a brief explanation how it works (limited by the scope of this talk of course), examples how to perform upgrade and some advice on potentially problematic steps. Besides I will touch upon such topics as integration of upgrade tools and procedures with other software — connection brokers, operating system package managers, automation tools, etc. This talk would not be complete if I do not cover cases when something goes wrong and how to deal with such cases.
This document discusses MySQL data replication. It explains that replication asynchronously copies data from a master database server to slave servers, allowing the slaves to handle read operations and serve as backups. It provides configuration steps for setting up replication by enabling binary logging on the master, setting server IDs, and specifying replication users and hosts. Code examples demonstrate how to configure the master and slave servers and check the slave's replication status. Finally, it briefly mentions alternative replication topologies and tools.
Improving PHP Application Performance with APCvortexau
This document discusses how to improve PHP application performance using the APC opcode cache. Installing APC yields a performance gain with default settings by caching opcodes for faster execution. Further optimization includes increasing the shared memory size and disabling file stat checks, which requires a server restart when files change. Caching variables like database query results with APC can also boost performance. In conclusion, APC is an effective way to enhance PHP application speed with only minor configuration changes required.
The document summarizes the results of benchmarking and comparing the performance of PostgreSQL databases hosted on Amazon EC2, RDS, and Heroku. It finds that EC2 provides the most configuration options but requires more management, RDS offers simplified deployment but less configuration options, and Heroku requires no management but has limited configuration and higher costs. Benchmark results show EC2 performing best for raw performance while RDS and Heroku trade off some performance for manageability. Heroku was the most expensive option.
The document discusses cement, including its history and manufacturing process. It begins by explaining that the Romans originally used the term "cement" and describes how modern cement is made. The key points are:
1) Cement is made by burning a raw mixture of limestone and clay in a kiln at high temperatures, forming clinker which is then ground into a powder.
2) The main minerals formed are tricalcium silicate, dicalcium silicate, tricalcium aluminate, and tetracalcium aluminoferrite which give cement its strength.
3) The manufacturing process involves quarrying limestone, preprocessing raw materials, firing the mixture at 1450°C,
1. The document provides a detailed overview of cement chemistry and manufacturing processes. It covers the history of cement and key developments.
2. The main manufacturing processes - wet, dry suspension, and dry preheater processes - are described. The preheater system used to preheat raw materials is explained in detail.
3. The key cement minerals C3S, C2S, C3A, and C4AF are defined in terms of their chemical formulas and roles in cement hydration and strength development. Their properties and crystal structures are also summarized.
This document provides information about cement, including its chemistry, composition, types, manufacturing process, and key equipment used. Cement is made by heating limestone and other materials to form clinker, which is then ground with gypsum. The main steps are mining raw materials, crushing, grinding to a raw meal, pyroprocessing to form clinker, and final grinding of clinker to cement. Key equipment includes raw mills, kilns, preheaters, and ball mills.
The document discusses the manufacturing process of cement. It begins with crushing and mixing of raw materials such as limestone, clay, and iron ore. The raw materials are then heated in a kiln to form clinker. Clinker is ground into a fine powder to produce cement. When mixed with water, cement undergoes chemical reactions that result in hardening over time as it hydrates. The hydration process involves calcium silicates and aluminates reacting with water to form compounds like calcium silicate hydrate and calcium aluminate hydrates.
Cement is a binding material made by burning limestone and clay at high temperatures. It is composed mainly of calcium oxides, silica, aluminum, and iron. There are different types of cement used for various purposes based on setting time and chemical resistance. Cement undergoes hydration when mixed with water, resulting in a chemical reaction that causes it to harden. The setting and hardening process allows cement to be used to bind aggregates like sand and gravel into concrete. Cement is tested for consistency, strength development over time, and other characteristics to ensure it meets specifications.
Cement is a binding material made of calcareous, siliceous, and argillaceous substances. There are various types of cement used for different purposes, including ordinary Portland cement, rapid hardening cement, extra rapid hardening cement, sulphate resisting cement, quick setting cement, low heat cement, Portland pozzolana cement, Portland slag cement, high alumina cement, air entraining cement, supersulphated cement, masonry cement, expansive cement, colored cement, and white cement. The document discusses the chemical composition and functions of cement constituents and manufacturing processes.
Fly ash is a byproduct of coal combustion in power plants. It consists of fine particles that rise with the flue gases and is one of the major air pollutants from combustion. Fly ash composition varies according to the parent coal but generally contains silicon dioxide, aluminum oxide, and iron oxide as major constituents. It is classified into Class C and Class F ash based on lime content. Fly ash has various applications including use in cement, soil stabilization, bricks, asphalt concrete, and embankments due to its pozzolanic properties. However, issues include potential groundwater contamination and difficulty using in winter due to slow setting times. Current fly ash utilization in India is around 25% but there is significant potential for
Cement is produced through a process involving mixing and crushing raw materials like limestone and clay, burning the materials in a kiln, and grinding the resulting clinker. The main raw materials are limestone, silica, alumina, and iron oxide. The wet process involves grinding materials into a slurry while the dry process uses powdered materials. The slurry or powder is burned at high temperatures to produce clinker, which is then ground into cement powder. Different types of cement include ordinary Portland cement, sulfate resisting cement, and rapid hardening cement. Cement quality is tested through fineness, setting time, and compressive strength tests.
The document provides an overview of public works departments and concrete road construction in India. It discusses that the Public Works Department in Uttar Pradesh pioneered construction and established agencies like the State Bridge Corporation. It also describes the types of pavements used in India, including flexible pavements made of bitumen and rigid concrete pavements. The document outlines the basic process of constructing concrete roads, from site preparation to mixing, placing, and curing concrete before opening the road to traffic.
Caching and tuning fun for high scalability @ FOSDEM 2012Wim Godden
Caching has been a 'hot' topic for a few years. But caching takes more than merely taking data and putting it in a cache : the right caching techniques can improve performance and reduce load significantly. But we'll also look at some major pitfalls, showing that caching the wrong way can bring down your site. If you're looking for a clear explanation about various caching techniques and tools like Memcached, Nginx and Varnish, as well as ways to deploy them in an efficient way, this talk is for you.
MySQL client side caching allows caching of query results on the client side using the mysqlnd driver. It is transparent to applications using MySQL extensions like mysqli or PDO. Cached results are stored using pluggable storage handlers like APC, memcache, or local memory. Queries can be cached based on SQL hints or custom logic in a user-defined storage handler. Statistics are collected on cache usage and query performance to analyze effectiveness. This provides an alternative to server-side query caching with potential benefits like reducing network traffic and database load.
MySQL client side caching allows caching of query results on the client side using the mysqlnd driver. It is transparent to applications using MySQL extensions like mysqli or PDO. Cached results are stored using pluggable storage handlers like APC, memcache, or local memory. Queries can be cached based on SQL hints or custom logic in a user-defined storage handler. Statistics are collected on cache usage and query performance to analyze effectiveness. This provides an alternative to server-side query caching with potential benefits like reducing network traffic and database load.
Caching and tuning fun for high scalabilityWim Godden
Caching has been a 'hot' topic for a few years. But caching takes more than merely taking data and putting it in a cache : the right caching techniques can improve performance and reduce load significantly. But we'll also look at some major pitfalls, showing that caching the wrong way can bring down your site. If you're looking for a clear explanation about various caching techniques and tools like Memcached, Nginx and Varnish, as well as ways to deploy them in an efficient way, this talk is for you.
The mysqlnd replication and load balancing pluginUlf Wendel
The mysqlnd replication and load balancing plugin for mysqlnd makes using MySQL Replication from PHP much easier. The plugin takes care of Read/Write splitting, Load Balancing, Failover and Connection Pooling. Lazy Connections, a feature not only useful with replication, help reducing the MySQL server load. Like any other mysqlnd plugin, the plugin operates mostly transparent from an applications point of view and can be used in a drop-in style.
phptek13 - Caching and tuning fun tutorialWim Godden
This document discusses caching and tuning techniques to improve scalability for web applications. It begins with an introduction and background on caching. It then covers different caching techniques including caching entire pages, parts of pages, SQL queries, and complex PHP results. It discusses various caching storage options such as the MySQL query cache, memory tables, opcode caching with APC, disk, memory disk, Memcache, and notes on each. The document provides code examples for using Memcache and discusses caching strategies such as updating cached data, cache stampeding, and cache warming scripts. It also covers performance benchmarks and moving to Nginx with PHP-FPM. The overall goal of the techniques discussed is to increase reliability, performance and scalability of a
The document discusses Adaptec's maxCache 3.0 SSD caching solution. It provides up to 25x improved performance over HDD-only solutions by caching frequently accessed "hot" data on SSDs. This allows data centers to support more users per server, reducing costs. MaxCache 3.0 is optimized for both read and write workloads and supports redundant caching to 8 SSDs with 2TB total cache size.
This document discusses using APC and Memcached to improve PHP performance. It summarizes APC as an opcode cache that caches compiled PHP scripts to reduce parsing and compilation overhead. Memcached is described as a distributed memory caching system that stores objects in memory for fast retrieval to offload processing from databases. Examples are given of how APC and Memcached can each speed up a PHP application and improve concurrency. Installation and usage of both is briefly outlined.
How We Use MongoDB in Our Advertising SystemMongoDB
This talk will go over why we chose to use MongoDB for storing billions of documents with only 3 replset nodes, and why we choose MongoDB for our report data store instead of MySQL.
Mysqlnd, an unknown powerful PHP extensionjulien pauli
The document discusses mysqlnd, a PHP extension that replaces libmysql. Mysqlnd provides significant memory savings when processing result sets by avoiding duplicating result data in memory. It also includes detailed statistics collection and an extensible plugin architecture. Mysqlnd is now the default MySQL connector used by PHP.
The document is a presentation on high performance PHP. It discusses profiling PHP applications to identify bottlenecks, code-level optimizations that can provide gains, and big wins like upgrading PHP versions and using APC correctly. It also covers load testing tools like JMeter and key takeaways like focusing on big wins and caching.
Ceph Day Beijing - Ceph all-flash array design based on NUMA architectureCeph Community
This document discusses an all-flash Ceph array design from QCT based on NUMA architecture. It provides an agenda that covers all-flash Ceph and use cases, QCT's all-flash Ceph solution for IOPS, an overview of QCT's lab environment and detailed architecture, and the importance of NUMA. It also includes sections on why all-flash storage is used, different all-flash Ceph use cases, QCT's IOPS-optimized all-flash Ceph solution, benefits of using NVMe storage, and techniques for configuring and optimizing all-flash Ceph performance.
Ceph Day Beijing - Ceph All-Flash Array Design Based on NUMA ArchitectureDanielle Womboldt
This document discusses an all-flash Ceph array design from QCT based on NUMA architecture. It provides an agenda that covers all-flash Ceph and use cases, QCT's all-flash Ceph solution for IOPS, an overview of QCT's lab environment and detailed architecture, and the importance of NUMA. It also includes sections on why all-flash storage is used, different all-flash Ceph use cases, QCT's IOPS-optimized all-flash Ceph solution, benefits of using NVMe storage, QCT's lab test environment, Ceph tuning recommendations, and benefits of using multi-partitioned NVMe SSDs for Ceph OSDs.
The document provides tips for optimizing various aspects of a website including the front end, application and database, web server, and miscellaneous topics. It recommends techniques such as minimizing HTTP requests, leveraging caching, optimizing databases and queries, offloading processing, and load balancing between web servers to improve page loading speeds and site performance. The overall goal is to analyze bottlenecks and apply solutions such as file compression, caching, and leveraging CDNs or reverse proxies to make websites faster and more scalable.
This document summarizes a presentation on optimizing Joomla performance. It describes two parts to the presentation:
Part 1 covers basic application-level optimizations for Joomla like keeping Joomla updated, choosing extensions wisely, simplifying templates, and using plugins and .htaccess rules to enable caching and compression.
Part 2 discusses server-level optimizations like using a CDN, opcode caching with APC and Memcached, and reverse proxy servers like Nginx and Varnish. It provides configuration examples and presents results of benchmark tests showing improvements from optimizations.
The document discusses cache concepts and the Varnish caching software. It provides an agenda that covers cache concepts like levels and types of caches as well as HTTP headers that help caching. It then covers Varnish, describing it as an HTTP accelerator, and discusses its process architecture, installation, basic configuration using VCL, backends, probes, directors, functions/subroutines, and tuning best practices.
Caching and tuning fun for high scalability @ phpBenelux 2011Wim Godden
This document summarizes Wim Godden's presentation on caching and tuning for high scalability. It discusses various caching techniques including caching entire pages, parts of pages, SQL queries, and complex PHP results. It also covers different caching storage options like Memcache and APC. The presentation aims to increase performance, reliability, and scalability through proper caching and tuning techniques.
Caching and tuning fun for high scalabilityWim Godden
Caching has been a 'hot' topic for a few years. But caching takes more than merely taking data and putting it in a cache : the right caching techniques can improve performance and reduce load significantly. But we'll also look at some major pitfalls, showing that caching the wrong way can bring down your site.
If you're looking for a clear explanation about various caching techniques and tools like Memcached, Nginx and Varnish, as well as ways to deploy them in an efficient way, this talk is for you.
MySQL Group Replication is a new 'synchronous', multi-master, auto-everything replication plugin for MySQL introduced with MySQL 5.7. It is the perfect tool for small 3-20 machine MySQL clusters to gain high availability and high performance. It stands for high availability because the fault of replica don't stop the cluster. Failed nodes can rejoin the cluster and new nodes can be added in a fully automatic way - no DBA intervention required. Its high performance because multiple masters process writes, not just one like with MySQL Replication. Running applications on it is simple: no read-write splitting, no fiddling with eventual consistency and stale data. The cluster offers strong consistency (generalized snapshot isolation).
It is based on Group Communication principles, hence the name.
The document discusses the introduction of an HTTP plugin for MySQL. Key points:
- The plugin allows MySQL to communicate over HTTP and return data in JSON format, making it more accessible to web developers.
- It provides three HTTP APIs - SQL, CRUD, and key-document - that all return JSON and leverage the power of SQL.
- The initial release has some limitations but demonstrates the concept, with the goal of getting feedback to improve the APIs.
- The plugin acts as a proxy between HTTP and SQL, translating requests and allowing full access to MySQL's features via the SQL endpoint.
Data massage: How databases have been scaled from one to one million nodesUlf Wendel
A workshop from the PHP Summit 2013, Berlin.
Join me on a journey to scaling databases from one to one million nodes. The adventure begins in the 1960th and ends with Google Spanner details from a Google engineer's talk given as late as November 25th, 2013!
Contents: Relational systems and caching (briefly), what CAP means, Overlay networks, Distributed Hash Tables (Chord), Amazon Dynamo, Riak 2.0 including CRDT, BigTable (Distributed File System, Distributed Locking Service), HBase (Hive, Presto, Impala, ...), Google Spanner and how their unique TrueTime API enables ACID, what CAP really means to ACID transactions (and the NoSQL marketing fuzz), the latest impact of NoSQL on the RDBMS world. There're quite a bit of theory in the talk, but that's how things go when you walk between Distributed Systems Theory and Theory of Parallel and Distributed Databases, such as.... Two-Phase Commit, Two-Phase Locking, Virtual Synchrony, Atomic Broadcast, FLP Impossibility Theorem, Paxos, Co-Location and data models...
MySQL 5.7 clustering: The developer perspectiveUlf Wendel
(Compiled from revised slides of previous presentations - skip if you know the old presentations)
A summary on clustering MySQL 5.7 with focus on the PHP clients view and the PHP driver. Which kinds on MySQL clusters are there, what are their goal, how does wich one scale, what extra work does which clustering technique put at the client and finally, how the PHP driver (PECL/mysqlnd_ms) helps you.
MySQL 5.7 Fabric: Introduction to High Availability and Sharding Ulf Wendel
MySQL 5.7 has sharding built-in to MySQL. The free and open source MySQL Fabric utility simplifies the management of MySQL clusters of any kind. This includes MySQL Replication setup, monitoring, automatic failover, switchover and so fort for High Availability. Additionally, it offers measures to shard a MySQL database over many an arbitrary number of servers. Intelligent load balancer (updated drivers) take care of routing queries to the appropriate shards.
PoC: Using a Group Communication System to improve MySQL Replication HAUlf Wendel
High Availability solutions for MySQL Replication are either simple to use but introduce a single point of failure or free of pitfalls but complex and hard to use. The Proof-of-Concept sketches a way in the middle. For monitoring a group communication system is embedded into MySQL usng a MySQL plugin which eliminates the monitoring SPOF and is easy to use. Much emphasis is put of the often neglected client side. The PoC shows an architecture in which clients reconfigure themselves dynamically. No client deployment is required.
DIY: A distributed database cluster, or: MySQL ClusterUlf Wendel
Live from the International PHP Conference 2013: MySQL Cluster is a distributed, auto-sharding database offering 99,999% high availability. It runs on Rasperry PI as well as on a cluster of multi-core machines. A 30 node cluster was able to deliver 4.3 billion (not million) read transactions per second in 2012. Take a deeper look into the theory behind all the MySQL replication/clustering solutions (including 3rd party) and learn how they differ.
Live from the PHP Summit conference - MySQL 5.6 includes NoSQL! MySQL 5.6 lets you access InnoDB tables using SQL and Memcached protocol. Using Memcached protocol for PK lookups can be 1.5...4x faster than SQL. INSERTS get up to 9x faster. Learn how. Learn how it compares to the community developed HandlerSocket plugn which got the stone rolling not too long ago... A presentation given at the PHP Summit 2013.
Vote NO for MySQL - Election 2012: NoSQL. Researchers predict a dark future for MySQL. Significant market loss to come. Are things that bad, is MySQL falling behind? A look at NoSQL, an attempt to identify different kinds of NoSQL stores, their goals and how they compare to MySQL 5.6. Focus: Key Value Stores and Document Stores. MySQL versus NoSQL means looking behind the scenes, taking a step back and looking at the building blocks.
PECL/mysqlnd_mux adds multiplexing to all PHP MySQL APIs (mysql, mysqli, PDO_MySQL) compiled to use mysqlnd. Connection multiplexing refers to sharing one MySQL connection among multiple user connection handles, among multiple clients. Multiplexing does reduce client-side connection overhead and minimizes the total number of concurrently open connections. The latter lowers the MySQL server load. As a highly specific optimization it has not only strong but also weak sides. See, what this free plugin has to offer in prototype stage. And, how does it compare to other techniques such as pooling or persistent connections - what to use when tuning PHP MySQL to the extreme.
HTTP, JSON, JavaScript, Map&Reduce built-in to MySQLUlf Wendel
HTTP, JSON, JavaScript, Map&Reduce built in to MySQL - make it happen, today. See how a MySQL Server plugin be developed to built all this into MySQL. A new direct wire between MySQL and client-side JavaScript is created. MySQL speaks HTTP, replies JSON and offers server-side JavaScript. Server-side JavaScript gets access to MySQL data and does Map&Reduce of JSON documents stored in MySQL. Fast? 2-4x faster than proxing client-side JavaScript request through PHP/Apache. Reasonable results...
Clustering MySQL is a mainstream technology to handle todays web loads. Regardless whether you choose MySQL Replication, MySQL Cluster or any other type of clustering solution you will need a load balancer. PECL/mysqlnd_ms 1.4 is a driver integrated load balancer for PHP. It works with all APIs, is free, semi-transparent, at the best possible layer in your stack and loaded with features. Get an overview of the latest development version 1.4.
MySQL 5.6 Global Transaction IDs - Use case: (session) consistencyUlf Wendel
PECL/mysqlnd_ms is a transparent load balancer for PHP and MySQL. It can be used with any kind of MySQL Cluster. If used with MySQL Replication it has some tricks to offer to break out of the default eventual consistency of the lazy primary copy design of MySQL Replication. It is using global transaction ids to lower read load on the master while still offering session consistency. Users of MySQL 5.6 can use the server built-in global transaction id feature, everybody else can use the driver built-in emulation that works with previous MySQL versions as well. Of course, its a mysqlnd plugin and as such it works with all PHP MySQL APIs (mysql, mysqli, PDO_MySQL). Happy hacking!
MySQL 5.6 Global Transaction Identifier - Use case: FailoverUlf Wendel
The document discusses how global transaction IDs (GTIDs) and PECL/mysqlnd_ms can improve MySQL replication and failover capabilities. GTIDs allow for easier identification of the most up-to-date transactions during failover. PECL/mysqlnd_ms can fail over client connections transparently when errors occur. While GTIDs and PECL/mysqlnd_ms improve availability, changes to the replication topology still require deploying updates to client configurations.
MySQL native driver for PHP (mysqlnd) - Introduction and overview, Edition 2011Ulf Wendel
A quick overview on the MySQL native driver for PHP (mysqlnd) and its unique features. Edition 2011. What is mysqlnd, why use it, which plugins exist, where to find more information.... the current state. Expect a new summary every year.
Die PHPopstars streiten um den Sieg. Wer darf auf einer Konferenz oder der PHP Unconference in Hamburg einen Vortrag halten? Wer begeistert die Massen und wieso? Die Initiatorin verrät die Tricks der "Rampensäue", die so oft einen Vortrag dominieren können und den Aufstieg neuer Talente blockieren. Dieser Vortrag gewann bei der PHP Unconference 2011 in Hamburg den Wettbewerb.
Slowly the power of mysqlnd plugins become visible. Mysqlnd plugins challenge MySQL Proxy and are often a noteworthy, if not superior, alternative alternative to MySQL Proxy for PHP users. Plugins can do almost anything that MySQL Proxy can do - but on the client. Please find details in the slides. The presentation has been given today at the PHP track on FrOSCon.
User-defined storage handler are the way to lift most limitations of the query cache plugin for mysqlnd. For example, you can break out TTL invalidation and put any other more complex invalidation in place. You may go as far as preventing stale results from being saved. Learn how!
Mysqlnd query cache plugin statistics and tuningUlf Wendel
Query caching boosts the performance of PHP MySQL applications. Caching can be done on the database server or at the web clients. The mysqlnd plugin adds query caching to all PHP MySQL extension! It is fast, transparent and supports Memcache, APC, SQLite. Learn how to use its rich sets of performance statistics and how to identify cache candidates.
Built-in query caching for all PHP MySQL extensions/APIsUlf Wendel
Query caching boosts the performance of PHP MySQL applications. Caching can be done on the database server or at the web clients. A new mysqlnd plugin adds query caching to all PHP MySQL extension: written in C, immediately usable with any PHP application because of no API changes, supports Memcache, APC, SQLite and main memory storage, integrates itself smoothless into existing PHP deployment infrastructure, helps you to scale by client, ... Enjoy!
The Evolution of Meme Coins A New Era for Digital Currency ppt.pdfAbi john
Analyze the growth of meme coins from mere online jokes to potential assets in the digital economy. Explore the community, culture, and utility as they elevate themselves to a new era in cryptocurrency.
Enhancing ICU Intelligence: How Our Functional Testing Enabled a Healthcare I...Impelsys Inc.
Impelsys provided a robust testing solution, leveraging a risk-based and requirement-mapped approach to validate ICU Connect and CritiXpert. A well-defined test suite was developed to assess data communication, clinical data collection, transformation, and visualization across integrated devices.
Complete Guide to Advanced Logistics Management Software in Riyadh.pdfSoftware Company
Explore the benefits and features of advanced logistics management software for businesses in Riyadh. This guide delves into the latest technologies, from real-time tracking and route optimization to warehouse management and inventory control, helping businesses streamline their logistics operations and reduce costs. Learn how implementing the right software solution can enhance efficiency, improve customer satisfaction, and provide a competitive edge in the growing logistics sector of Riyadh.
#StandardsGoals for 2025: Standards & certification roundup - Tech Forum 2025BookNet Canada
Book industry standards are evolving rapidly. In the first part of this session, we’ll share an overview of key developments from 2024 and the early months of 2025. Then, BookNet’s resident standards expert, Tom Richardson, and CEO, Lauren Stewart, have a forward-looking conversation about what’s next.
Link to recording, transcript, and accompanying resource: https://bnctechforum.ca/sessions/standardsgoals-for-2025-standards-certification-roundup/
Presented by BookNet Canada on May 6, 2025 with support from the Department of Canadian Heritage.
TrustArc Webinar: Consumer Expectations vs Corporate Realities on Data Broker...TrustArc
Most consumers believe they’re making informed decisions about their personal data—adjusting privacy settings, blocking trackers, and opting out where they can. However, our new research reveals that while awareness is high, taking meaningful action is still lacking. On the corporate side, many organizations report strong policies for managing third-party data and consumer consent yet fall short when it comes to consistency, accountability and transparency.
This session will explore the research findings from TrustArc’s Privacy Pulse Survey, examining consumer attitudes toward personal data collection and practical suggestions for corporate practices around purchasing third-party data.
Attendees will learn:
- Consumer awareness around data brokers and what consumers are doing to limit data collection
- How businesses assess third-party vendors and their consent management operations
- Where business preparedness needs improvement
- What these trends mean for the future of privacy governance and public trust
This discussion is essential for privacy, risk, and compliance professionals who want to ground their strategies in current data and prepare for what’s next in the privacy landscape.
Generative Artificial Intelligence (GenAI) in BusinessDr. Tathagat Varma
My talk for the Indian School of Business (ISB) Emerging Leaders Program Cohort 9. In this talk, I discussed key issues around adoption of GenAI in business - benefits, opportunities and limitations. I also discussed how my research on Theory of Cognitive Chasms helps address some of these issues
What is Model Context Protocol(MCP) - The new technology for communication bw...Vishnu Singh Chundawat
The MCP (Model Context Protocol) is a framework designed to manage context and interaction within complex systems. This SlideShare presentation will provide a detailed overview of the MCP Model, its applications, and how it plays a crucial role in improving communication and decision-making in distributed systems. We will explore the key concepts behind the protocol, including the importance of context, data management, and how this model enhances system adaptability and responsiveness. Ideal for software developers, system architects, and IT professionals, this presentation will offer valuable insights into how the MCP Model can streamline workflows, improve efficiency, and create more intuitive systems for a wide range of use cases.
AI EngineHost Review: Revolutionary USA Datacenter-Based Hosting with NVIDIA ...SOFTTECHHUB
I started my online journey with several hosting services before stumbling upon Ai EngineHost. At first, the idea of paying one fee and getting lifetime access seemed too good to pass up. The platform is built on reliable US-based servers, ensuring your projects run at high speeds and remain safe. Let me take you step by step through its benefits and features as I explain why this hosting solution is a perfect fit for digital entrepreneurs.
Procurement Insights Cost To Value Guide.pptxJon Hansen
Procurement Insights integrated Historic Procurement Industry Archives, serves as a powerful complement — not a competitor — to other procurement industry firms. It fills critical gaps in depth, agility, and contextual insight that most traditional analyst and association models overlook.
Learn more about this value- driven proprietary service offering here.
Massive Power Outage Hits Spain, Portugal, and France: Causes, Impact, and On...Aqusag Technologies
In late April 2025, a significant portion of Europe, particularly Spain, Portugal, and parts of southern France, experienced widespread, rolling power outages that continue to affect millions of residents, businesses, and infrastructure systems.
Semantic Cultivators : The Critical Future Role to Enable AIartmondano
By 2026, AI agents will consume 10x more enterprise data than humans, but with none of the contextual understanding that prevents catastrophic misinterpretations.
Noah Loul Shares 5 Steps to Implement AI Agents for Maximum Business Efficien...Noah Loul
Artificial intelligence is changing how businesses operate. Companies are using AI agents to automate tasks, reduce time spent on repetitive work, and focus more on high-value activities. Noah Loul, an AI strategist and entrepreneur, has helped dozens of companies streamline their operations using smart automation. He believes AI agents aren't just tools—they're workers that take on repeatable tasks so your human team can focus on what matters. If you want to reduce time waste and increase output, AI agents are the next move.
Mobile App Development Company in Saudi ArabiaSteve Jonas
EmizenTech is a globally recognized software development company, proudly serving businesses since 2013. With over 11+ years of industry experience and a team of 200+ skilled professionals, we have successfully delivered 1200+ projects across various sectors. As a leading Mobile App Development Company In Saudi Arabia we offer end-to-end solutions for iOS, Android, and cross-platform applications. Our apps are known for their user-friendly interfaces, scalability, high performance, and strong security features. We tailor each mobile application to meet the unique needs of different industries, ensuring a seamless user experience. EmizenTech is committed to turning your vision into a powerful digital product that drives growth, innovation, and long-term success in the competitive mobile landscape of Saudi Arabia.
Role of Data Annotation Services in AI-Powered ManufacturingAndrew Leo
From predictive maintenance to robotic automation, AI is driving the future of manufacturing. But without high-quality annotated data, even the smartest models fall short.
Discover how data annotation services are powering accuracy, safety, and efficiency in AI-driven manufacturing systems.
Precision in data labeling = Precision on the production floor.