The document provides an overview of the InnoDB storage engine used in MySQL. It discusses InnoDB's architecture including the buffer pool, log files, and indexing structure using B-trees. The buffer pool acts as an in-memory cache for table data and indexes. Log files are used to support ACID transactions and enable crash recovery. InnoDB uses B-trees to store both data and indexes, with rows of variable length stored within pages.
On July 6, 2021, MariaDB 10.6 became generally available (production ready). This presentation focuses on the most important aspects of it as well as the influence it has. Improvements to InnoDB, SYS Schema Adoption, and deprecated variables and engines are all part of this presentation.
The presentation covers improvements made to the redo logs in MySQL 8.0 and their impact on the MySQL performance and Operations. This covers the MySQL version still MySQL 8.0.30.
The document discusses MySQL architecture and concepts. It describes the application layer where users interact with the MySQL database. It then explains the logical layer which includes subsystems like the query processor, transaction management, recovery management and storage management that work together to process requests. Key concepts like concurrency control, locks, transactions, storage engines and InnoDB/MyISAM are also overviewed.
MariaDB Performance Tuning and OptimizationMariaDB plc
This document discusses MariaDB performance tuning and optimization. It covers common principles like tuning from the start of application development. Specific topics discussed include server hardware, OS settings, MariaDB configuration settings like innodb_buffer_pool_size, database design best practices, and query monitoring and tuning tools. The overall goal is to efficiently use hardware resources, ensure best performance for users, and avoid outages.
MySQL 8.0 is the latest Generally Available version of MySQL. This session will help you upgrade from older versions, understand what utilities are available to make the process smoother and also understand what you need to bear in mind with the new version and considerations for possible behavior changes and solutions.
The document provides information on how to reduce the size of the SYSAUX tablespace in an Oracle database. It discusses which database components occupy space in SYSAUX, including top offenders like SM/AWR and SM/OPTSTAT. It then describes various methods to cleanup the SYSAUX tablespace such as reorganizing tables and indexes, moving components to other tablespaces using provided procedures, and reducing retention periods for components like AWR and advisors to delete old data. Proper sizing of the SYSAUX tablespace is also discussed.
MySQL Ecosystem in 2023 - FOSSASIA'23 - Alkin.pptx.pdfAlkin Tezuysal
MySQL is still hot, with Percona XtraDB Cluster (PXC) and MariaDB Server. Welcome back post-pandemic to see what is on offer in the current ecosystem.
Did you know that Amazon RDS now uses semi-sync replication rather than DRBD for multi-AZ deployments? Did you know that Galera Cluster for MySQL 8 is much more efficient with CLONE SST rather than using the xtrabackup method for SST? Did you know that Percona Server continues to extend MyRocks? Did you know that MariaDB Server has more Oracle syntax compatibility? This and more will be covered in the session, while short and quick, should leave you wandering to discover new features for production.
The document provides an overview of Oracle Database including its architecture, components, and functions. It discusses Oracle's three-level database architecture consisting of the external, conceptual, and internal levels. It also describes Oracle's memory structure including the shared pool, database buffer cache, and redo log buffer. Key Oracle background processes like DBWR, LGWR, PMON, SMON, and CKPT are summarized.
The document discusses configuring Oracle's network environment. It describes using tools like Enterprise Manager and tnsping to manage listeners, configure net service aliases, and test connectivity. It also covers establishing connections, naming methods, and using shared vs dedicated server processes.
1. MySQL uses Multi-Version Concurrency Control (MVCC) to allow for concurrent reads and writes to the same data.
2. MVCC works by storing the data in multiple versions and using read views and undo logs to present different versions of the data to transactions based on their isolation level and start time.
3. The InnoDB storage engine in MySQL implements MVCC using undo logs to reconstruct past versions of rows from writes and maintain multiple read views with different views of the data for concurrent transactions.
MySQL Database Architectures - InnoDB ReplicaSet & ClusterKenny Gryp
This document provides an overview and comparison of MySQL InnoDB Cluster and MySQL InnoDB ReplicaSet. It discusses the components, goals, and features of each solution. MySQL InnoDB Cluster uses Group Replication to provide high availability, automatic failover, and data consistency. MySQL InnoDB ReplicaSet uses asynchronous replication and provides availability and read scaling through manual primary/secondary configuration and failover. Both solutions integrate MySQL Shell, Router, and automatic member provisioning for easy management.
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.
How to Manage Scale-Out Environments with MariaDB MaxScaleMariaDB plc
MaxScale is a database proxy that provides load balancing, connection pooling, and replication capabilities for MariaDB and MySQL databases. It can be used to scale databases horizontally across multiple servers for increased performance and availability. The document provides an overview of MaxScale concepts and capabilities such as routing, filtering, security features, and how it can be used for operational tasks like query caching, logging, and data streaming. It also includes instructions on setting up MaxScale with a basic example of configuring read/write splitting between a master and slave database servers.
This document provides an introduction to Oracle 10g, including its architecture and components. It discusses the Oracle instance, System Global Area (SGA) and Program Global Area (PGA). It describes the key background processes like SMON, PMON, DBWn, LGWR, CKPT and ARCn. It also explains the critical Oracle files - parameter file, control files, redo log files and data files. Finally, it outlines Oracle's logical data structures of tablespaces, segments, extents and data blocks.
The document discusses MySQL Group Replication, which is a plugin that provides multi-master replication capability for MySQL. It allows data to be replicated between multiple MySQL servers so that they can stay in sync. The replication works by having each server send transaction writesets to other servers through a group communication system, and then each server certifies and applies the changes locally in an asynchronous manner.
Webinar: MariaDB 10.11 key features overview for DBAs
Orgnised by Vettabase
27 April 2023
Amongst other topics:
- Long ALTER TABLES now don’t cause replicas to lag
- InnoDB configuration is now more dynamic, and certain important variables can be modified without a restart
- Populating an empty table is now much faster
- New data types: UUID, INET4, INET6
- SFORMAT() function, NATURAL_KEY_SORT() function
Galera Cluster for MySQL vs MySQL (NDB) Cluster: A High Level Comparison Severalnines
Galera Cluster for MySQL, Percona XtraDB Cluster and MariaDB Cluster (the three “flavours” of Galera Cluster) make use of the Galera WSREP libraries to handle synchronous replication.MySQL Cluster is the official clustering solution from Oracle, while Galera Cluster for MySQL is slowly but surely establishing itself as the de-facto clustering solution in the wider MySQL eco-system.
In this webinar, we will look at all these alternatives and present an unbiased view on their strengths/weaknesses and the use cases that fit each alternative.
This webinar will cover the following:
MySQL Cluster architecture: strengths and limitations
Galera Architecture: strengths and limitations
Deployment scenarios
Data migration
Read and write workloads (Optimistic/pessimistic locking)
WAN/Geographical replication
Schema changes
Management and monitoring
Top 10 tips for Oracle performance (Updated April 2015)Guy Harrison
This document provides a summary of Guy Harrison's top 10 Oracle database tuning tips presentation. The tips include being methodical and empirical in tuning, optimizing database design, indexing wisely, writing efficient code, optimizing the optimizer, tuning SQL and PL/SQL, monitoring and managing contention, optimizing memory to reduce I/O, and tuning I/O last but tuning it well. The document discusses each tip in more detail and provides examples and best practices for implementing them.
Understanding oracle rac internals part 1 - slidesMohamed Farouk
This document discusses Oracle RAC internals and architecture. It provides an overview of the Oracle RAC architecture including software deployment, processes, and resources. It also covers topics like VIPs, networks, listeners, and SCAN in Oracle RAC. Key aspects summarized include the typical Oracle RAC software stack, local and cluster resources, how VIPs and networks are configured, and the role and dependencies of listeners.
MySQL Administrator
Basic course
- MySQL 개요
- MySQL 설치 / 설정
- MySQL 아키텍처 - MySQL 스토리지 엔진
- MySQL 관리
- MySQL 백업 / 복구
- MySQL 모니터링
Advanced course
- MySQL Optimization
- MariaDB / Percona
- MySQL HA (High Availability)
- MySQL troubleshooting
네오클로바
http://neoclova.co.kr/
Basic Introduction to Cassandra with Architecture and strategies.
with big data challenge. What is NoSQL Database.
The Big Data Challenge
The Cassandra Solution
The CAP Theorem
The Architecture of Cassandra
The Data Partition and Replication
사례로 알아보는 MariaDB 마이그레이션
현대적인 IT 환경과 애플리케이션을 만들기 위해 우리는 오늘도 고민을 거듭합니다. 최근 들어 오픈소스 DB가 많은 업무에 적용되고 검증이 되면서, 점차 무거운 상용 데이터베이스를 가벼운 오픈소스 DB로 전환하는 움직임이 대기업의 미션 크리티컬 업무까지로 확산하고 있습니다. 이는 클라우드 환경 및 마이크로 서비스 개념 확산과도 일치하는 움직임입니다.
상용 DB를 MariaDB로 이관한 사례를 통해 마이그레이션의 과정과 효과를 살펴 볼 수 있습니다.
MariaDB로 이관하는 것은 어렵다는 생각을 막연히 가지고 계셨다면 본 자료를 통해 이기종 데이터베이스를 MariaDB로 마이그레이션 하는 작업이 어렵지 않게 수행될 수 있다는 점을 실제 사례를 통해 확인하시길 바랍니다.
웨비나 동영상
https://www.youtube.com/watch?v=xRsETZ5cKz8&t=52s
My talk for "MySQL, MariaDB and Friends" devroom at Fosdem on February 2, 2019
Born in 2010 in MySQL 5.5.3 as "a feature for monitoring server execution at a low level," grown in 5.6 times with performance fixes and DBA-faced features, in MySQL 5.7 Performance Schema is a mature tool, used by humans and more and more monitoring products. It becomes more popular over the years. In this talk I will give an overview of Performance Schema, focusing on its tuning, performance, and usability.
Performance Schema helps to troubleshoot query performance, complicated locking issues, memory leaks, resource usage, problematic behavior, caused by inappropriate settings and much more. It comes with hundreds of options which allow precisely tune what to instrument. More than 100 consumers store collected data.
Performance Schema is a potent tool. And very complicated at the same time. It does not affect performance in most cases and can slow down server dramatically if configured without care. It collects a lot of data, and sometimes this data is hard to read.
This talk will start from the introduction of how Performance Schema designed, and you will understand why it slowdowns server in some cases and does not affect your queries in others. Then we will discuss which information you can retrieve from Performance Schema and how to do it effectively.
I will cover its companion sys schema and graphical monitoring tools.
This presentation was written by Wagner Bianchi for the presentation on the Oracle Consulting Team/Professional Services meeting that took place in San Francisco/CA.
This document provides an overview of PostgreSQL and instructions for installing and configuring it. It discusses using the initdb command to initialize a PostgreSQL database cluster and create the template1 and postgres databases. It also explains that the template1 database serves as a template that is copied whenever new databases are created.
This document summarizes the architecture and enhancements in MySQL 8.0, including:
- The in-memory structures like the buffer pool, change buffer, adaptive hash index, and log buffer.
- The on-disk structures including the system tablespace, redo logs, temporary tablespaces, and undo tablespace.
Enhancements in MySQL 8.0 include a native InnoDB-based data dictionary, encryption capabilities for various components, persisted system variables, improved logging configuration, multi-source replication per channel, and enhanced security features like SQL roles.
Faster, better, stronger: The new InnoDBMariaDB plc
For MariaDB Enterprise Server 10.5, the default transactional storage engine, InnoDB, has been significantly rewritten to improve the performance of writes and backups. Next, we removed a number of parameters to reduce unnecessary complexity, not only in terms of configuration but of the code itself. And finally, we improved crash recovery thanks to better consistency checks and we reduced memory consumption and file I/O thanks to an all new log record format.
In this session, we’ll walk through all of the improvements to InnoDB, and dive deep into the implementation to explain how these improvements help everything from configuration and performance to reliability and recovery.
The document provides an overview of Oracle Database including its architecture, components, and functions. It discusses Oracle's three-level database architecture consisting of the external, conceptual, and internal levels. It also describes Oracle's memory structure including the shared pool, database buffer cache, and redo log buffer. Key Oracle background processes like DBWR, LGWR, PMON, SMON, and CKPT are summarized.
The document discusses configuring Oracle's network environment. It describes using tools like Enterprise Manager and tnsping to manage listeners, configure net service aliases, and test connectivity. It also covers establishing connections, naming methods, and using shared vs dedicated server processes.
1. MySQL uses Multi-Version Concurrency Control (MVCC) to allow for concurrent reads and writes to the same data.
2. MVCC works by storing the data in multiple versions and using read views and undo logs to present different versions of the data to transactions based on their isolation level and start time.
3. The InnoDB storage engine in MySQL implements MVCC using undo logs to reconstruct past versions of rows from writes and maintain multiple read views with different views of the data for concurrent transactions.
MySQL Database Architectures - InnoDB ReplicaSet & ClusterKenny Gryp
This document provides an overview and comparison of MySQL InnoDB Cluster and MySQL InnoDB ReplicaSet. It discusses the components, goals, and features of each solution. MySQL InnoDB Cluster uses Group Replication to provide high availability, automatic failover, and data consistency. MySQL InnoDB ReplicaSet uses asynchronous replication and provides availability and read scaling through manual primary/secondary configuration and failover. Both solutions integrate MySQL Shell, Router, and automatic member provisioning for easy management.
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.
How to Manage Scale-Out Environments with MariaDB MaxScaleMariaDB plc
MaxScale is a database proxy that provides load balancing, connection pooling, and replication capabilities for MariaDB and MySQL databases. It can be used to scale databases horizontally across multiple servers for increased performance and availability. The document provides an overview of MaxScale concepts and capabilities such as routing, filtering, security features, and how it can be used for operational tasks like query caching, logging, and data streaming. It also includes instructions on setting up MaxScale with a basic example of configuring read/write splitting between a master and slave database servers.
This document provides an introduction to Oracle 10g, including its architecture and components. It discusses the Oracle instance, System Global Area (SGA) and Program Global Area (PGA). It describes the key background processes like SMON, PMON, DBWn, LGWR, CKPT and ARCn. It also explains the critical Oracle files - parameter file, control files, redo log files and data files. Finally, it outlines Oracle's logical data structures of tablespaces, segments, extents and data blocks.
The document discusses MySQL Group Replication, which is a plugin that provides multi-master replication capability for MySQL. It allows data to be replicated between multiple MySQL servers so that they can stay in sync. The replication works by having each server send transaction writesets to other servers through a group communication system, and then each server certifies and applies the changes locally in an asynchronous manner.
Webinar: MariaDB 10.11 key features overview for DBAs
Orgnised by Vettabase
27 April 2023
Amongst other topics:
- Long ALTER TABLES now don’t cause replicas to lag
- InnoDB configuration is now more dynamic, and certain important variables can be modified without a restart
- Populating an empty table is now much faster
- New data types: UUID, INET4, INET6
- SFORMAT() function, NATURAL_KEY_SORT() function
Galera Cluster for MySQL vs MySQL (NDB) Cluster: A High Level Comparison Severalnines
Galera Cluster for MySQL, Percona XtraDB Cluster and MariaDB Cluster (the three “flavours” of Galera Cluster) make use of the Galera WSREP libraries to handle synchronous replication.MySQL Cluster is the official clustering solution from Oracle, while Galera Cluster for MySQL is slowly but surely establishing itself as the de-facto clustering solution in the wider MySQL eco-system.
In this webinar, we will look at all these alternatives and present an unbiased view on their strengths/weaknesses and the use cases that fit each alternative.
This webinar will cover the following:
MySQL Cluster architecture: strengths and limitations
Galera Architecture: strengths and limitations
Deployment scenarios
Data migration
Read and write workloads (Optimistic/pessimistic locking)
WAN/Geographical replication
Schema changes
Management and monitoring
Top 10 tips for Oracle performance (Updated April 2015)Guy Harrison
This document provides a summary of Guy Harrison's top 10 Oracle database tuning tips presentation. The tips include being methodical and empirical in tuning, optimizing database design, indexing wisely, writing efficient code, optimizing the optimizer, tuning SQL and PL/SQL, monitoring and managing contention, optimizing memory to reduce I/O, and tuning I/O last but tuning it well. The document discusses each tip in more detail and provides examples and best practices for implementing them.
Understanding oracle rac internals part 1 - slidesMohamed Farouk
This document discusses Oracle RAC internals and architecture. It provides an overview of the Oracle RAC architecture including software deployment, processes, and resources. It also covers topics like VIPs, networks, listeners, and SCAN in Oracle RAC. Key aspects summarized include the typical Oracle RAC software stack, local and cluster resources, how VIPs and networks are configured, and the role and dependencies of listeners.
MySQL Administrator
Basic course
- MySQL 개요
- MySQL 설치 / 설정
- MySQL 아키텍처 - MySQL 스토리지 엔진
- MySQL 관리
- MySQL 백업 / 복구
- MySQL 모니터링
Advanced course
- MySQL Optimization
- MariaDB / Percona
- MySQL HA (High Availability)
- MySQL troubleshooting
네오클로바
http://neoclova.co.kr/
Basic Introduction to Cassandra with Architecture and strategies.
with big data challenge. What is NoSQL Database.
The Big Data Challenge
The Cassandra Solution
The CAP Theorem
The Architecture of Cassandra
The Data Partition and Replication
사례로 알아보는 MariaDB 마이그레이션
현대적인 IT 환경과 애플리케이션을 만들기 위해 우리는 오늘도 고민을 거듭합니다. 최근 들어 오픈소스 DB가 많은 업무에 적용되고 검증이 되면서, 점차 무거운 상용 데이터베이스를 가벼운 오픈소스 DB로 전환하는 움직임이 대기업의 미션 크리티컬 업무까지로 확산하고 있습니다. 이는 클라우드 환경 및 마이크로 서비스 개념 확산과도 일치하는 움직임입니다.
상용 DB를 MariaDB로 이관한 사례를 통해 마이그레이션의 과정과 효과를 살펴 볼 수 있습니다.
MariaDB로 이관하는 것은 어렵다는 생각을 막연히 가지고 계셨다면 본 자료를 통해 이기종 데이터베이스를 MariaDB로 마이그레이션 하는 작업이 어렵지 않게 수행될 수 있다는 점을 실제 사례를 통해 확인하시길 바랍니다.
웨비나 동영상
https://www.youtube.com/watch?v=xRsETZ5cKz8&t=52s
My talk for "MySQL, MariaDB and Friends" devroom at Fosdem on February 2, 2019
Born in 2010 in MySQL 5.5.3 as "a feature for monitoring server execution at a low level," grown in 5.6 times with performance fixes and DBA-faced features, in MySQL 5.7 Performance Schema is a mature tool, used by humans and more and more monitoring products. It becomes more popular over the years. In this talk I will give an overview of Performance Schema, focusing on its tuning, performance, and usability.
Performance Schema helps to troubleshoot query performance, complicated locking issues, memory leaks, resource usage, problematic behavior, caused by inappropriate settings and much more. It comes with hundreds of options which allow precisely tune what to instrument. More than 100 consumers store collected data.
Performance Schema is a potent tool. And very complicated at the same time. It does not affect performance in most cases and can slow down server dramatically if configured without care. It collects a lot of data, and sometimes this data is hard to read.
This talk will start from the introduction of how Performance Schema designed, and you will understand why it slowdowns server in some cases and does not affect your queries in others. Then we will discuss which information you can retrieve from Performance Schema and how to do it effectively.
I will cover its companion sys schema and graphical monitoring tools.
This presentation was written by Wagner Bianchi for the presentation on the Oracle Consulting Team/Professional Services meeting that took place in San Francisco/CA.
This document provides an overview of PostgreSQL and instructions for installing and configuring it. It discusses using the initdb command to initialize a PostgreSQL database cluster and create the template1 and postgres databases. It also explains that the template1 database serves as a template that is copied whenever new databases are created.
This document summarizes the architecture and enhancements in MySQL 8.0, including:
- The in-memory structures like the buffer pool, change buffer, adaptive hash index, and log buffer.
- The on-disk structures including the system tablespace, redo logs, temporary tablespaces, and undo tablespace.
Enhancements in MySQL 8.0 include a native InnoDB-based data dictionary, encryption capabilities for various components, persisted system variables, improved logging configuration, multi-source replication per channel, and enhanced security features like SQL roles.
Faster, better, stronger: The new InnoDBMariaDB plc
For MariaDB Enterprise Server 10.5, the default transactional storage engine, InnoDB, has been significantly rewritten to improve the performance of writes and backups. Next, we removed a number of parameters to reduce unnecessary complexity, not only in terms of configuration but of the code itself. And finally, we improved crash recovery thanks to better consistency checks and we reduced memory consumption and file I/O thanks to an all new log record format.
In this session, we’ll walk through all of the improvements to InnoDB, and dive deep into the implementation to explain how these improvements help everything from configuration and performance to reliability and recovery.
This document compares the performance of different MySQL backup and restore tools including mysqldump, mydumper, mysqlpump, Xtrabackup, and MySQL shell. It describes benchmark tests conducted on a 96GB MySQL database using these tools under various compression options. The results show that Xtrabackup offers the best balance of backup speed and size when compression is used. mydumper/myloader and MySQL shell provide the fastest logical backups while mysqlpump has high backup capacity but slow restores due to lack of parallelism. In conclusion, compression does not significantly impact performance but saves disk space, and parallelism provides a major boost that is limited by I/O capacity. For routine backups, the presenter
Advanced MySql Data-at-Rest Encryption in Percona ServerSeveralnines
Iwo Panowicz - Percona & Bart Oles - Severalnines AB
The purpose of the talk is to present data-at-rest encryption implementation in Percona Server for MySQL.
Differences between Oracle's MySQL and MariaDB implementation.
- How it is implemented?
- What is encrypted:
- Tablespaces?
- General tablespace?
- Double write buffer/parallel double write buffer?
- Temporary tablespaces? (KEY BLOCKS)
- Binlogs?
- Slow/general/error logs?
- MyISAM? MyRocks? X?
- Performance overhead.
- Backups?
- Transportable tablespaces. Transfer key.
- Plugins
- Keyrings in general
- Key rotation?
- General-Purpose Keyring Key-Management Functions
- Keyring_file
- Is useful? How to make it profitable?
- Keyring Vault
- How does it work?
- How to make a transition from keyring_file
Backup and restore methods are concepts that everyone knows the importance of. Over the years, open-source tools emerged like MyDumper, Xtrabackup, and Mariabackup. Also, with MySQL 8 new shell, new utils for dump and restore were introduced as well.
In this presentation, we are going to compare the newest backup/restore methods with the most used ones. We will see how parallelization can influence the speed of backup and restore process and also how the compression algorithms can influence the performance.
In this talk, we will compare mysqldump, mydumper/myloader, mysqlpump, MySQL Shell utils, and Xtrabackup.
Percona XtraBackup - New Features and ImprovementsMarcelo Altmann
Percona XtraBackup is an open-source hot backup utility for MySQL - based servers that doesn't lock your database during the backup. In this talk, we will cover the latest development and new features introduced on Xtrabackup and its auxiliary tools: - Page Tracking - Azure Blob Storage Support - Exponential Backoff - Keyring Components - and more.
What if …
- Traditional, labour-intensive backup and archive practices for your MySQL, MariaDB, MongoDB and PostgreSQL databases were a thing of the past?
- You could have one backup management solution for all your business data?
- You could ensure integrity of all your backups?
- You could leverage the competitive pricing and almost limitless capacity of cloud-based backup while meeting cost, manageability, and compliance requirements from the business.
Welcome to our webinar on Backup Management with ClusterControl.
ClusterControl’s centralized backup management for open source databases provides you with hot backups of large datasets, point in time recovery in a couple of clicks, at-rest and in-transit data encryption, data integrity via automatic restore verification, cloud backups (AWS, Google and Azure) for Disaster Recovery, retention policies to ensure compliance, and automated alerts and reporting.
Whether you are looking at rebuilding your existing backup infrastructure, or updating it, this webinar is for you!
AGENDA
- Backup and recovery management of local or remote databases
- Logical or physical backups
- Full or Incremental backups
- Position or time-based Point in Time Recovery (for MySQL and PostgreSQL)
- Upload to the cloud (Amazon S3, Google Cloud Storage, Azure Storage)
- Encryption of backup data
- Compression of backup data
- One centralized backup system for your open source databases (Demo)
- Schedule, manage and operate backups
- Define backup policies, retention, history
- Validation - Automatic restore verification
- Backup reporting
SPEAKER
Bartlomiej Oles, Senior Support Engineer at Severalnines, is a MySQL and Oracle DBA, with over 15 years experience in managing highly available production systems at IBM, Nordea Bank, Acxiom, Lufthansa, and other Fortune 500 companies. In the past five years, his focus has been on building and applying automation tools to manage multi-datacenter database environments.
Using The Mysql Binary Log As A Change StreamLuís Soares
The binary log records all data modifications made to tables logged by MySQL. It provides a sequential record of statements and changes that can be used for point-in-time recovery or to replicate data. The binary log files are persisted on disk and contain control events, transaction events, and row events representing changes. Applications can inspect the contents of the binary log through SQL statements or the mysqlbinlog tool to understand the recorded changes.
This document summarizes the Sprint 165 review meeting for ManageIQ. It includes sections on UI (9 PRs across bug fixes and enhancements), Providers (core fixes and enhancements across various cloud providers), Platform (logs, services, directories and permissions), and API (new SNMP action type and PostgreSQL replication documentation). It was the sprint review for the sprint ending July 5, 2021 and discussed upcoming items for the Sprint 166 review on July 21, 2021.
Krzysztof Ksiazek - Severalnines AB
So, you are a developer or sysadmin and showed some abilities in dealing with databases issues. And now, you have been elected to the role of DBA. And as you start managing the databases, you wonder…
* How do I tune them to make best use of the hardware?
* How do I optimize the Operating System?
* How do I best configure MySQL or MariaDB for a specific database workload?
If you're asking yourself the following questions when it comes to optimally running your MySQL or MariaDB databases, then this talk is for you!
We will discuss some of the settings that are most often tweaked and which can bring you significant improvement in the performance of your MySQL or MariaDB database. We will also cover some of the variables which are frequently modified even though they should not.
Performance tuning is not easy, especially if you're not an experienced DBA, but you can go a surprisingly long way with a few basic guidelines.
Technical Modifications to Compress Period End Close - R12.1.3Joshua Johnson, MIS
Tuning systems to alleviate decreased month end close performance after upgrading to R12 Subledger Accounting from 11i. Reducing Create Accounting completion time by 97% and reducing archivelog generation by 58%. In R12, the Create Accounting Program, GMFAACCP, would stall our production EBS. We were able to decrease the Create Accounting Program for OPM Production Subledger run-time from an original 22 hours to an average of 30 minutes. This was accomplished by modifying: huge pages, SGA, DBWr processes, subledger processor defaults and indexes. These actions compressed our period close process, saving an entire day.
Replication features, technologies and 3rd party ExtinctionBen Mildren
The document discusses MySQL replication features, technologies, and third party tools for replication. It covers MySQL native replication, topologies, and the ecosystem of additional replication products and tools that complement or improve upon native replication. These include solutions for data consistency, performance, monitoring, and high availability.
This document outlines best practices for MySQL database administration including database design and planning, installation and configuration, optimization, replication, backup, and monitoring. It discusses topics such as database structure, storage engines, configuration variables, indexing, replication components, backup methods, and using tools like MySQL Enterprise Backup, mysqldump, and monitoring queries. GTID replication is also covered, explaining how it solves problems and can be enabled to uniquely identify transactions across servers.
As cloud adoption has grown more rapidly in the last decade , how DBA's a can add more value to system and bring in more scalability to the DB server. This talk was presented at Open Source India 2018 conference by Kabilesh and Manosh of Mydbops. They share a few experience and value addition made to customers during their consulting process.
MySQL configuration - The most important VariablesFromDual GmbH
This document discusses MySQL configuration parameters. It introduces the "Big 9" most important parameters to tune, which include the InnoDB buffer pool size and configuration, the MyISAM key buffer size, and the MySQL query cache size. It provides examples of status variables and metrics to monitor for these components, such as hit ratios and memory utilization. The goal is to help identify performance optimization opportunities through adjusting key configuration settings and analyzing monitoring data.
In this presentation we discuss the New Features of MariaDB 10.4. First we give a short overview of the MariaDB Branches and Forks. Then we talk about the announced IPO. Technically we cover topics like Authentication, Accounts, InnoDB, Optimizer improvements, Application-Time Period Tables the new Backup Stage Galera 4 and other changes...
This presentation is designed to provide a comprehensive overview of the top 10 features of MySQL 8.0, explaining why they are advantageous and how they will improve the MySQL experience for users. Furthermore, this presentation will provide a timeline for users to plan for and upgrade from MySQL 5.7, which will reach its end of life by October 2023.
Recording available YouTube Channel: https://www.youtube.com/c/Mydbops?app=desktop
InnoDB Scalability improvements in MySQL 8.0Mydbops
This document provides an overview of new InnoDB scalability improvements in MySQL 8.0, including improved read and write scalability. It discusses how the InnoDB architecture was updated to support read/write workloads on modern hardware more efficiently. The redo log was redesigned to be lock-less. Contention aware transaction scheduling and other new features like instant alter algorithms and temporary session tablespaces were added to enhance performance.
Intro to XPages for Administrators (DanNotes, November 28, 2012)Per Henrik Lausten
This document introduces XPages for administrators. It discusses:
- What XPages are and examples of XPages applications
- The administrator's important role in the application lifecycle in helping developers and users
- Tips for maximizing performance such as hardware configuration, server settings, caching, and preloading applications
- Application development best practices including supported Dojo and OneUI versions
- Configuring and administering Domino Directory, Internet sites, and security settings
- Tools for troubleshooting, monitoring, and impressing developers like the Extension Library and demo app
MariaDB Data Protection: Backup Strategies for the Real WorldFederico Razzoli
Is your database backup strategy bulletproof? Join us for an in-depth exploration of MariaDB backup solutions that will help you sleep better at night.
In this webinar, we'll explore the following MariaDB backup methods:
- Logical backups (dumps);
- Snapshots;
- File copy;
- Mariabackup;
- The binary log as incremental backup.
You'll learn critical insights into each backup method's strengths and limitations, enabling you to make informed decisions for your specific environment. We'll also tackle essential practical considerations including backup monitoring best practices, setting achievable recovery time objectives (RTOs) and recovery point targets (RPTs), secure backup storage strategies, and designing a robust backup framework that scales with your needs.
Whether you're managing a small database or enterprise-level deployments, you'll walk away with actionable knowledge to implement a reliable, efficient backup strategy that protects your valuable data.
Perfect for database administrators, system engineers, devops, and anyone responsible for database uptime in their organisation.
Microsoft AI Nonprofit Use Cases and Live Demo_2025.04.30.pdfTechSoup
In this webinar we will dive into the essentials of generative AI, address key AI concerns, and demonstrate how nonprofits can benefit from using Microsoft’s AI assistant, Copilot, to achieve their goals.
This event series to help nonprofits obtain Copilot skills is made possible by generous support from Microsoft.
What You’ll Learn in Part 2:
Explore real-world nonprofit use cases and success stories.
Participate in live demonstrations and a hands-on activity to see how you can use Microsoft 365 Copilot in your own work!
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Adobe Master Collection CC (Creative Cloud) is a comprehensive subscription-based package that bundles virtually all of Adobe's creative software applications. It provides access to a wide range of tools for graphic design, video editing, web development, photography, and more. Essentially, it's a one-stop-shop for creatives needing a broad set of professional tools.
Key Features and Benefits:
All-in-one access:
The Master Collection includes apps like Photoshop, Illustrator, InDesign, Premiere Pro, After Effects, Audition, and many others.
Subscription-based:
You pay a recurring fee for access to the latest versions of all the software, including new features and updates.
Comprehensive suite:
It offers tools for a wide variety of creative tasks, from photo editing and illustration to video editing and web development.
Cloud integration:
Creative Cloud provides cloud storage, asset sharing, and collaboration features.
Comparison to CS6:
While Adobe Creative Suite 6 (CS6) was a one-time purchase version of the software, Adobe Creative Cloud (CC) is a subscription service. CC offers access to the latest versions, regular updates, and cloud integration, while CS6 is no longer updated.
Examples of included software:
Adobe Photoshop: For image editing and manipulation.
Adobe Illustrator: For vector graphics and illustration.
Adobe InDesign: For page layout and desktop publishing.
Adobe Premiere Pro: For video editing and post-production.
Adobe After Effects: For visual effects and motion graphics.
Adobe Audition: For audio editing and mixing.
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Avast Premium Security is a paid subscription service that provides comprehensive online security and privacy protection for multiple devices. It includes features like antivirus, firewall, ransomware protection, and website scanning, all designed to safeguard against a wide range of online threats, according to Avast.
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Firewall: Controls network traffic and blocks unauthorized access to your devices, as noted by All About Cookies.
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Email Guardian: Scans your emails for suspicious attachments and phishing attempts.
Multi-device protection: Covers up to 10 devices, including Windows, Mac, Android, and iOS, as stated by 2GO Software.
Privacy features: Helps protect your personal data and online privacy.
In essence, Avast Premium Security provides a robust suite of tools to keep your devices and online activity safe and secure, according to Avast.
Exceptional Behaviors: How Frequently Are They Tested? (AST 2025)Andre Hora
Exceptions allow developers to handle error cases expected to occur infrequently. Ideally, good test suites should test both normal and exceptional behaviors to catch more bugs and avoid regressions. While current research analyzes exceptions that propagate to tests, it does not explore other exceptions that do not reach the tests. In this paper, we provide an empirical study to explore how frequently exceptional behaviors are tested in real-world systems. We consider both exceptions that propagate to tests and the ones that do not reach the tests. For this purpose, we run an instrumented version of test suites, monitor their execution, and collect information about the exceptions raised at runtime. We analyze the test suites of 25 Python systems, covering 5,372 executed methods, 17.9M calls, and 1.4M raised exceptions. We find that 21.4% of the executed methods do raise exceptions at runtime. In methods that raise exceptions, on the median, 1 in 10 calls exercise exceptional behaviors. Close to 80% of the methods that raise exceptions do so infrequently, but about 20% raise exceptions more frequently. Finally, we provide implications for researchers and practitioners. We suggest developing novel tools to support exercising exceptional behaviors and refactoring expensive try/except blocks. We also call attention to the fact that exception-raising behaviors are not necessarily “abnormal” or rare.
Who Watches the Watchmen (SciFiDevCon 2025)Allon Mureinik
Tests, especially unit tests, are the developers’ superheroes. They allow us to mess around with our code and keep us safe.
We often trust them with the safety of our codebase, but how do we know that we should? How do we know that this trust is well-deserved?
Enter mutation testing – by intentionally injecting harmful mutations into our code and seeing if they are caught by the tests, we can evaluate the quality of the safety net they provide. By watching the watchmen, we can make sure our tests really protect us, and we aren’t just green-washing our IDEs to a false sense of security.
Talk from SciFiDevCon 2025
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Wondershare Filmora is a video editing software and app designed for both beginners and experienced users. It's known for its user-friendly interface, drag-and-drop functionality, and a wide range of tools and features for creating and editing videos. Filmora is available on Windows, macOS, iOS (iPhone/iPad), and Android platforms.
How Valletta helped healthcare SaaS to transform QA and compliance to grow wi...Egor Kaleynik
This case study explores how we partnered with a mid-sized U.S. healthcare SaaS provider to help them scale from a successful pilot phase to supporting over 10,000 users—while meeting strict HIPAA compliance requirements.
Faced with slow, manual testing cycles, frequent regression bugs, and looming audit risks, their growth was at risk. Their existing QA processes couldn’t keep up with the complexity of real-time biometric data handling, and earlier automation attempts had failed due to unreliable tools and fragmented workflows.
We stepped in to deliver a full QA and DevOps transformation. Our team replaced their fragile legacy tests with Testim’s self-healing automation, integrated Postman and OWASP ZAP into Jenkins pipelines for continuous API and security validation, and leveraged AWS Device Farm for real-device, region-specific compliance testing. Custom deployment scripts gave them control over rollouts without relying on heavy CI/CD infrastructure.
The result? Test cycle times were reduced from 3 days to just 8 hours, regression bugs dropped by 40%, and they passed their first HIPAA audit without issue—unlocking faster contract signings and enabling them to expand confidently. More than just a technical upgrade, this project embedded compliance into every phase of development, proving that SaaS providers in regulated industries can scale fast and stay secure.
This presentation explores code comprehension challenges in scientific programming based on a survey of 57 research scientists. It reveals that 57.9% of scientists have no formal training in writing readable code. Key findings highlight a "documentation paradox" where documentation is both the most common readability practice and the biggest challenge scientists face. The study identifies critical issues with naming conventions and code organization, noting that 100% of scientists agree readable code is essential for reproducible research. The research concludes with four key recommendations: expanding programming education for scientists, conducting targeted research on scientific code quality, developing specialized tools, and establishing clearer documentation guidelines for scientific software.
Presented at: The 33rd International Conference on Program Comprehension (ICPC '25)
Date of Conference: April 2025
Conference Location: Ottawa, Ontario, Canada
Preprint: https://arxiv.org/abs/2501.10037
Revitalizing a high-volume, underperforming Salesforce environment requires a structured, phased plan. The objective for company is to stabilize, scale, and future-proof the platform.
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Mastering Fluent Bit: Ultimate Guide to Integrating Telemetry Pipelines with ...Eric D. Schabell
It's time you stopped letting your telemetry data pressure your budgets and get in the way of solving issues with agility! No more I say! Take back control of your telemetry data as we guide you through the open source project Fluent Bit. Learn how to manage your telemetry data from source to destination using the pipeline phases covering collection, parsing, aggregation, transformation, and forwarding from any source to any destination. Buckle up for a fun ride as you learn by exploring how telemetry pipelines work, how to set up your first pipeline, and exploring several common use cases that Fluent Bit helps solve. All this backed by a self-paced, hands-on workshop that attendees can pursue at home after this session (https://o11y-workshops.gitlab.io/workshop-fluentbit).
Agentic AI Use Cases using GenAI LLM modelsManish Chopra
This document presents specific use cases for Agentic AI (Artificial Intelligence), featuring Large Language Models (LLMs), Generative AI, and snippets of Python code alongside each use case.
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FL Studio is a Digital Audio Workstation (DAW) software used for music production. It's developed by the Belgian company Image-Line. FL Studio allows users to create and edit music using a graphical user interface with a pattern-based music sequencer.
Designing AI-Powered APIs on Azure: Best Practices& ConsiderationsDinusha Kumarasiri
AI is transforming APIs, enabling smarter automation, enhanced decision-making, and seamless integrations. This presentation explores key design principles for AI-infused APIs on Azure, covering performance optimization, security best practices, scalability strategies, and responsible AI governance. Learn how to leverage Azure API Management, machine learning models, and cloud-native architectures to build robust, efficient, and intelligent API solutions
Societal challenges of AI: biases, multilinguism and sustainabilityJordi Cabot
Towards a fairer, inclusive and sustainable AI that works for everybody.
Reviewing the state of the art on these challenges and what we're doing at LIST to test current LLMs and help you select the one that works best for you
Landscape of Requirements Engineering for/by AI through Literature ReviewHironori Washizaki
Hironori Washizaki, "Landscape of Requirements Engineering for/by AI through Literature Review," RAISE 2025: Workshop on Requirements engineering for AI-powered SoftwarE, 2025.
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Discover why Wi-Fi 7 is set to transform wireless networking and how Router Architects is leading the way with next-gen router designs built for speed, reliability, and innovation.