This document provides information about database transactions in MySQL. It defines a transaction as a logical unit of work that takes a database from one consistent state to another while obeying constraints. Transactions have ACID properties - atomicity, consistency, isolation, and durability. The different states of a transaction are outlined as active, partially committed, failed, aborted, and committed. Sample code is provided to demonstrate how to use START TRANSACTION and COMMIT commands to successfully transfer money between accounts in a transaction.
This 3 sentence summary provides the key information from the given document:
This document is prepared by trainees of baabtra as part of a mentoring program and is not an official document, it provides an example Python program to check if a number is prime or not by testing if it is evenly divisible by any number between 2 and itself, and it requests that if the presentation is helpful to like the baabtra Facebook page and provides contact details for baabtra.
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!
The document discusses database normalization and its importance. It explains that normalization is the process of organizing data in tables to reduce redundancy and improve data integrity. It describes three normal forms - first normal form requires each field to contain a single value, second normal form requires non-key fields to depend on the whole primary key, and third normal form removes transitive dependencies. As an example, it shows how a table can be normalized to conform to each form by splitting it into multiple tables to remove redundancy and improve dependencies on primary keys.
This document discusses MySQL transactions. It defines transactions as sequential groups of data manipulation language (DML) statements that are performed atomically as a single unit. The document outlines the ACID properties that transactions provide - atomicity, consistency, isolation, and durability. It provides a sample banking transaction scenario and explains the SQL syntax used for transactions, including START TRANSACTION, COMMIT, and ROLLBACK statements.
This document summarizes key concepts from Chapter 15 of the textbook "Database System Concepts". It discusses transactions, which are units of program execution that access and update data. Transactions must have the ACID properties - atomicity, consistency, isolation, and durability. Concurrent execution of transactions is allowed for better performance but requires concurrency control techniques to maintain isolation. Serializability is a key correctness criterion for concurrent schedules, and can be tested using precedence graphs.
A transaction is a logical unit of work that transforms the database from one consistent state to another. It has four key properties: atomicity, consistency, isolation, and durability (ACID). Concurrency control algorithms like locking and timestamping are used by the database scheduler to ensure transactions execute reliably in a concurrent environment and serialize properly. Locking involves acquiring locks on data to prevent inconsistent reads or writes. Problems can arise from deadlocks when transactions wait for each other's locks.
A Complete Beginners Guide to Blockchain Technology Part 6 of 6. Slides from the #StartingBlock2015 tour by @blockstrap
Part 1: http://www.slideshare.net/Blockstrap/cbgtbt-part-1-workshop-introduction-primer
Part 2: http://www.slideshare.net/Blockstrap/02-blockchains-101
Part 3: http://www.slideshare.net/Blockstrap/03-transactions-101
Part 4: http://www.slideshare.net/Blockstrap/cbgtbt-part-4-mining
Part 5: http://www.slideshare.net/Blockstrap/05-blockchains-102
Part 6: http://www.slideshare.net/Blockstrap/06-transactions-102
With MySQL being the most popular open source DBMS in the world and with an estimated growth of 16 percent anually until 2020,we can assume that sooner or later an Oracle DBA will be handling a MySQL database in their shop. This beginner/intermediate-level session will take you through my journey of an Oracle DBA and my first 100 days of starting to administer a MySQL database, show several demos and all the roadblocks and the success I had along this path.
Running a Realtime Stats Service on MySQLKazuho Oku
Slides used at Percona Performance Conference. Describes the optimizations / tweeks used on running pathtraq.com, one of Japan's largest web stats service.
- MySQL has different storage engines that are optimized for different use cases, with some supporting transactions and others focused on speed.
- Common storage engines include MyISAM for speed, InnoDB for transactions and foreign keys, Memory/HEAP for temporary tables, and ARCHIVE for large amounts of unindexed data.
- The best storage engine depends on needs like transactions, concurrency, speed, and data size.
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.
Management and Automation of MongoDB Clusters - SlidesSeveralnines
Use MongoDB at Any Scale
As you scale, one of the challenges is optimizing your clusters and mitigating operational risk. Proper preparation can result in significant savings and reduced downtime.
This session covers:
* Deployment of dev/test/production environments across private data centers or public clouds
* What to monitor in production environments
* Management automation with ClusterControl from Severalnines
* How ClusterControl works with TokuMX
The session will give you the tools to more effectively manage your cluster, immediately. The presentation will include code samples and a live Q&A session.
This webinar is being delivered jointly by Severalnines & Tokutek. Severalnines provides automation and management tools to reduce the complexity of working with highly available database clusters. Tokutek provides high-performance and scalability for MongoDB, MySQL and MariaDB.
The document discusses setting up a client-server network to host a tour management company's website. It demonstrates installing Ubuntu Server 16.04.3 LTS in Oracle VirtualBox as well as hosting a website locally using Windows Server 2016's Internet Information Services. The 29 page document includes sections on requirements, diagrams, step-by-step instructions for the installations, and briefly discusses some problems faced during the project such as communication issues and HTTP errors.
MySQL is an open-source relational database management system that is fast, reliable, and easy to use. It supports a multi-layered architecture including an application layer, logical layer, and physical layer. MySQL can be installed on Windows, Linux, and Mac operating systems. It includes both command line and graphical administration tools.
This document provides 10 tips for optimizing MySQL database performance at the operating system level. The tips include using SSDs instead of HDDs for faster I/O, allocating large amounts of memory, avoiding swap space, keeping the MySQL version up to date, using file systems without barriers, configuring RAID cards for write-back caching, and leveraging huge pages. Overall, the tips aim to improve I/O speeds and memory usage to enhance MySQL query processing performance.
Case Study with Answers.com on Scaling with Memcached and MySQLanswers
The document discusses Answers.com's experience scaling their website and databases. They used several techniques including adding solid state drives to MySQL servers, implementing a Memcached caching tier with Gear6 for redundancy and failover, using Lighttpd to monitor database servers, and hardware load balancers. Gear6 provided an alternative to developing a custom Memcached wrapper that mirrored data and improved reliability over the standard Memcached implementation. The presentation provides examples of how these techniques helped Answers.com scale their infrastructure to support over 50 million monthly users.
The History and Future of the MySQL ecosystemRonald Bradford
This document provides an overview of the history and ecosystem of MySQL. It discusses how MySQL originated in Sweden in the 1990s and was later acquired by Sun Microsystems and Oracle. It describes major versions and features added over time. It also summarizes the various distributions, storage engines, patches, and alternatives that have emerged, including Percona Server, MariaDB, MySQL Cluster, and NoSQL options. The document concludes with predictions that MySQL 5.7 may make InnoDB the only storage engine and notes MariaDB will continue to diverge from Oracle MySQL.
MySQL is an open-source relational database management system that was created in 1994 by developers from Sweden. It was initially created for personal use as a database to replace mSQL, which the creators found too slow. MySQL was designed to be fast, reliable and easy to use. It is widely used today as a backend database for websites and web applications. Some key features include storing data in tables, using SQL queries to retrieve data, and being accessible via an API for applications.
This document summarizes a presentation on MySQL architectures for Oracle DBAs. It discusses the history and evolution of MySQL, differences between MySQL and Oracle databases, and various MySQL architecture options including scale-out approaches using replication and clustering. Examples of architectures implemented include for laser welding devices, data collection from devices, measuring media consumption, a car sharing platform, and a solar cell production monitoring system.
This document provides tips and best practices for Oracle DBAs to become successful professionals. It recommends obtaining certifications like OCP and OCA. It also recommends maintaining blogs and participating in user groups. The document outlines rules for DBAs, including protecting data, testing changes before implementing, and frequent backups. It discusses evolving DBA roles and provides advice on automation, change management, incident response, performance tuning, and continuous learning.
This document provides a high-level summary of a MySQL crash course presentation. It begins with basic introductions of the presenter and intended audience. The session agenda then outlines topics to be covered, including Oracle's investment in MySQL, a high-level overview of MySQL concepts, and familiarization with key concepts. Some of the concepts discussed include MySQL terminology, components, storage engines, partitioning, replication, backups, and security/privileges. Slides include explanations, visual diagrams, and references for further information.
The document summarizes Wix's evolution from its initial architecture to a more distributed and scalable architecture over time. Some key lessons learned include:
- The initial architecture worked well for a startup but needed replacing within 2 years as needs changed.
- Architect for gradual rewrites and separating concerns as understanding evolves.
- Caching should be introduced selectively to address real performance needs.
- Separating the editor and public segments improved reliability and release cycles.
- Immutable data and GUID keys improved scalability of the database.
- A content delivery network improved media file performance significantly.
- Automated testing, continuous integration, and DevOps practices improved release quality and frequency.
This document summarizes a presentation about creating websites using WordPress. Some of the main topics covered include:
1. What content management systems (CMS) are and why they are popular choices for building websites. WordPress is highlighted as the most widely used CMS.
2. The benefits of choosing WordPress include its large community support, ease of use/customization, and ability to find help online. However, other CMS options are also briefly discussed.
3. Tips for setting up WordPress include considering free local testing options before paying for web hosting, and reviewing various cheap or free hosting providers while being wary of services that seem too good to be true.
The Proper Care and Feeding of MySQL DatabasesDave Stokes
Many Linux System Administrators are 'also' accidental database administrators. This is a guide for them to keep their MySQL database instances happy, health, and glowing
Keith Larson, the MySQL Community Manager, gave an introduction to MySQL. He outlined MySQL's history from being started in the 1980s to its acquisition by Oracle. Larson then covered key MySQL concepts like storage engines, replication, partitioning, and clustering to provide high availability. He emphasized that MySQL remains free and open source for the community to use.
SOA Knowledge Kit, Developer Productivity and Performance Comparison AnalysisClever Moe
PushToTest implemented a multi-step business workflow on Oracle, IBM, and TIBCO platforms to compare developer productivity and application performance. TIBCO was found to require 29% less time and costs than Oracle and 22% less than IBM based on service construction, orchestration, and other metrics. The study also explored why platform choices impact costs, expertise needs, and ability to quickly build and deploy scalable applications.
With MySQL being the most popular open source DBMS in the world and with an estimated growth of 16 percent anually until 2020,we can assume that sooner or later an Oracle DBA will be handling a MySQL database in their shop. This beginner/intermediate-level session will take you through my journey of an Oracle DBA and my first 100 days of starting to administer a MySQL database, show several demos and all the roadblocks and the success I had along this path.
Running a Realtime Stats Service on MySQLKazuho Oku
Slides used at Percona Performance Conference. Describes the optimizations / tweeks used on running pathtraq.com, one of Japan's largest web stats service.
- MySQL has different storage engines that are optimized for different use cases, with some supporting transactions and others focused on speed.
- Common storage engines include MyISAM for speed, InnoDB for transactions and foreign keys, Memory/HEAP for temporary tables, and ARCHIVE for large amounts of unindexed data.
- The best storage engine depends on needs like transactions, concurrency, speed, and data size.
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.
Management and Automation of MongoDB Clusters - SlidesSeveralnines
Use MongoDB at Any Scale
As you scale, one of the challenges is optimizing your clusters and mitigating operational risk. Proper preparation can result in significant savings and reduced downtime.
This session covers:
* Deployment of dev/test/production environments across private data centers or public clouds
* What to monitor in production environments
* Management automation with ClusterControl from Severalnines
* How ClusterControl works with TokuMX
The session will give you the tools to more effectively manage your cluster, immediately. The presentation will include code samples and a live Q&A session.
This webinar is being delivered jointly by Severalnines & Tokutek. Severalnines provides automation and management tools to reduce the complexity of working with highly available database clusters. Tokutek provides high-performance and scalability for MongoDB, MySQL and MariaDB.
The document discusses setting up a client-server network to host a tour management company's website. It demonstrates installing Ubuntu Server 16.04.3 LTS in Oracle VirtualBox as well as hosting a website locally using Windows Server 2016's Internet Information Services. The 29 page document includes sections on requirements, diagrams, step-by-step instructions for the installations, and briefly discusses some problems faced during the project such as communication issues and HTTP errors.
MySQL is an open-source relational database management system that is fast, reliable, and easy to use. It supports a multi-layered architecture including an application layer, logical layer, and physical layer. MySQL can be installed on Windows, Linux, and Mac operating systems. It includes both command line and graphical administration tools.
This document provides 10 tips for optimizing MySQL database performance at the operating system level. The tips include using SSDs instead of HDDs for faster I/O, allocating large amounts of memory, avoiding swap space, keeping the MySQL version up to date, using file systems without barriers, configuring RAID cards for write-back caching, and leveraging huge pages. Overall, the tips aim to improve I/O speeds and memory usage to enhance MySQL query processing performance.
Case Study with Answers.com on Scaling with Memcached and MySQLanswers
The document discusses Answers.com's experience scaling their website and databases. They used several techniques including adding solid state drives to MySQL servers, implementing a Memcached caching tier with Gear6 for redundancy and failover, using Lighttpd to monitor database servers, and hardware load balancers. Gear6 provided an alternative to developing a custom Memcached wrapper that mirrored data and improved reliability over the standard Memcached implementation. The presentation provides examples of how these techniques helped Answers.com scale their infrastructure to support over 50 million monthly users.
The History and Future of the MySQL ecosystemRonald Bradford
This document provides an overview of the history and ecosystem of MySQL. It discusses how MySQL originated in Sweden in the 1990s and was later acquired by Sun Microsystems and Oracle. It describes major versions and features added over time. It also summarizes the various distributions, storage engines, patches, and alternatives that have emerged, including Percona Server, MariaDB, MySQL Cluster, and NoSQL options. The document concludes with predictions that MySQL 5.7 may make InnoDB the only storage engine and notes MariaDB will continue to diverge from Oracle MySQL.
MySQL is an open-source relational database management system that was created in 1994 by developers from Sweden. It was initially created for personal use as a database to replace mSQL, which the creators found too slow. MySQL was designed to be fast, reliable and easy to use. It is widely used today as a backend database for websites and web applications. Some key features include storing data in tables, using SQL queries to retrieve data, and being accessible via an API for applications.
This document summarizes a presentation on MySQL architectures for Oracle DBAs. It discusses the history and evolution of MySQL, differences between MySQL and Oracle databases, and various MySQL architecture options including scale-out approaches using replication and clustering. Examples of architectures implemented include for laser welding devices, data collection from devices, measuring media consumption, a car sharing platform, and a solar cell production monitoring system.
This document provides tips and best practices for Oracle DBAs to become successful professionals. It recommends obtaining certifications like OCP and OCA. It also recommends maintaining blogs and participating in user groups. The document outlines rules for DBAs, including protecting data, testing changes before implementing, and frequent backups. It discusses evolving DBA roles and provides advice on automation, change management, incident response, performance tuning, and continuous learning.
This document provides a high-level summary of a MySQL crash course presentation. It begins with basic introductions of the presenter and intended audience. The session agenda then outlines topics to be covered, including Oracle's investment in MySQL, a high-level overview of MySQL concepts, and familiarization with key concepts. Some of the concepts discussed include MySQL terminology, components, storage engines, partitioning, replication, backups, and security/privileges. Slides include explanations, visual diagrams, and references for further information.
The document summarizes Wix's evolution from its initial architecture to a more distributed and scalable architecture over time. Some key lessons learned include:
- The initial architecture worked well for a startup but needed replacing within 2 years as needs changed.
- Architect for gradual rewrites and separating concerns as understanding evolves.
- Caching should be introduced selectively to address real performance needs.
- Separating the editor and public segments improved reliability and release cycles.
- Immutable data and GUID keys improved scalability of the database.
- A content delivery network improved media file performance significantly.
- Automated testing, continuous integration, and DevOps practices improved release quality and frequency.
This document summarizes a presentation about creating websites using WordPress. Some of the main topics covered include:
1. What content management systems (CMS) are and why they are popular choices for building websites. WordPress is highlighted as the most widely used CMS.
2. The benefits of choosing WordPress include its large community support, ease of use/customization, and ability to find help online. However, other CMS options are also briefly discussed.
3. Tips for setting up WordPress include considering free local testing options before paying for web hosting, and reviewing various cheap or free hosting providers while being wary of services that seem too good to be true.
The Proper Care and Feeding of MySQL DatabasesDave Stokes
Many Linux System Administrators are 'also' accidental database administrators. This is a guide for them to keep their MySQL database instances happy, health, and glowing
Keith Larson, the MySQL Community Manager, gave an introduction to MySQL. He outlined MySQL's history from being started in the 1980s to its acquisition by Oracle. Larson then covered key MySQL concepts like storage engines, replication, partitioning, and clustering to provide high availability. He emphasized that MySQL remains free and open source for the community to use.
SOA Knowledge Kit, Developer Productivity and Performance Comparison AnalysisClever Moe
PushToTest implemented a multi-step business workflow on Oracle, IBM, and TIBCO platforms to compare developer productivity and application performance. TIBCO was found to require 29% less time and costs than Oracle and 22% less than IBM based on service construction, orchestration, and other metrics. The study also explored why platform choices impact costs, expertise needs, and ability to quickly build and deploy scalable applications.
This document provides an introduction and overview of MySQL, including how to download and access MySQL, basic commands to manage databases and tables, examples of SQL queries, and how to modify data. It covers topics such as creating databases and tables, selecting, joining, aggregating data, and updating records in MySQL. Examples demonstrate how to retrieve customer names, loan amounts, branch details, and more from the sample banking database.
This document provides an introduction to MySQL, an open source relational database management system. It discusses that MySQL is pronounced "my-es-que-el" and includes both a SQL server and client programs. It also summarizes that MySQL AB is the commercial entity behind MySQL that provides marketing, development, services, support and consulting. Additionally, it notes that MySQL is the most popular open source database with over 100 million downloads, it is certified for SAP applications, and is widely used by developers along with PHP and Apache.
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.
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.
AI and Data Privacy in 2025: Global TrendsInData Labs
In this infographic, we explore how businesses can implement effective governance frameworks to address AI data privacy. Understanding it is crucial for developing effective strategies that ensure compliance, safeguard customer trust, and leverage AI responsibly. Equip yourself with insights that can drive informed decision-making and position your organization for success in the future of data privacy.
This infographic contains:
-AI and data privacy: Key findings
-Statistics on AI data privacy in the today’s world
-Tips on how to overcome data privacy challenges
-Benefits of AI data security investments.
Keep up-to-date on how AI is reshaping privacy standards and what this entails for both individuals and organizations.
UiPath Community Berlin: Orchestrator API, Swagger, and Test Manager APIUiPathCommunity
Join this UiPath Community Berlin meetup to explore the Orchestrator API, Swagger interface, and the Test Manager API. Learn how to leverage these tools to streamline automation, enhance testing, and integrate more efficiently with UiPath. Perfect for developers, testers, and automation enthusiasts!
📕 Agenda
Welcome & Introductions
Orchestrator API Overview
Exploring the Swagger Interface
Test Manager API Highlights
Streamlining Automation & Testing with APIs (Demo)
Q&A and Open Discussion
Perfect for developers, testers, and automation enthusiasts!
👉 Join our UiPath Community Berlin chapter: https://community.uipath.com/berlin/
This session streamed live on April 29, 2025, 18:00 CET.
Check out all our upcoming UiPath Community sessions at https://community.uipath.com/events/.
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.
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.
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
How Can I use the AI Hype in my Business Context?Daniel Lehner
𝙄𝙨 𝘼𝙄 𝙟𝙪𝙨𝙩 𝙝𝙮𝙥𝙚? 𝙊𝙧 𝙞𝙨 𝙞𝙩 𝙩𝙝𝙚 𝙜𝙖𝙢𝙚 𝙘𝙝𝙖𝙣𝙜𝙚𝙧 𝙮𝙤𝙪𝙧 𝙗𝙪𝙨𝙞𝙣𝙚𝙨𝙨 𝙣𝙚𝙚𝙙𝙨?
Everyone’s talking about AI but is anyone really using it to create real value?
Most companies want to leverage AI. Few know 𝗵𝗼𝘄.
✅ What exactly should you ask to find real AI opportunities?
✅ Which AI techniques actually fit your business?
✅ Is your data even ready for AI?
If you’re not sure, you’re not alone. This is a condensed version of the slides I presented at a Linkedin webinar for Tecnovy on 28.04.2025.
Big Data Analytics Quick Research Guide by Arthur MorganArthur Morgan
This is a Quick Research Guide (QRG).
QRGs include the following:
- A brief, high-level overview of the QRG topic.
- A milestone timeline for the QRG topic.
- Links to various free online resource materials to provide a deeper dive into the QRG topic.
- Conclusion and a recommendation for at least two books available in the SJPL system on the QRG topic.
QRGs planned for the series:
- Artificial Intelligence QRG
- Quantum Computing QRG
- Big Data Analytics QRG
- Spacecraft Guidance, Navigation & Control QRG (coming 2026)
- UK Home Computing & The Birth of ARM QRG (coming 2027)
Any questions or comments?
- Please contact Arthur Morgan at [email protected].
100% human made.
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.
DevOpsDays Atlanta 2025 - Building 10x Development Organizations.pptxJustin Reock
Building 10x Organizations with Modern Productivity Metrics
10x developers may be a myth, but 10x organizations are very real, as proven by the influential study performed in the 1980s, ‘The Coding War Games.’
Right now, here in early 2025, we seem to be experiencing YAPP (Yet Another Productivity Philosophy), and that philosophy is converging on developer experience. It seems that with every new method we invent for the delivery of products, whether physical or virtual, we reinvent productivity philosophies to go alongside them.
But which of these approaches actually work? DORA? SPACE? DevEx? What should we invest in and create urgency behind today, so that we don’t find ourselves having the same discussion again in a decade?
Spark is a powerhouse for large datasets, but when it comes to smaller data workloads, its overhead can sometimes slow things down. What if you could achieve high performance and efficiency without the need for Spark?
At S&P Global Commodity Insights, having a complete view of global energy and commodities markets enables customers to make data-driven decisions with confidence and create long-term, sustainable value. 🌍
Explore delta-rs + CDC and how these open-source innovations power lightweight, high-performance data applications beyond Spark! 🚀
#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.
TrsLabs - Fintech Product & Business ConsultingTrs Labs
Hybrid Growth Mandate Model with TrsLabs
Strategic Investments, Inorganic Growth, Business Model Pivoting are critical activities that business don't do/change everyday. In cases like this, it may benefit your business to choose a temporary external consultant.
An unbiased plan driven by clearcut deliverables, market dynamics and without the influence of your internal office equations empower business leaders to make right choices.
Getting things done within a budget within a timeframe is key to Growing Business - No matter whether you are a start-up or a big company
Talk to us & Unlock the competitive advantage
3. www.brianhitchcock.netOct 29, 2009 Page 3
What Is MySQL?
Most popular open source RDBMS
Open source means 'free'
Really? No cost at all?
Widely used
Sabre – airline reservations
Google
LinkedIn
What does Oracle DBA need to know?
Many differences...
4. www.brianhitchcock.netOct 29, 2009 Page 4
Why Should I Care?
I'm an Oracle DBA
MySQL means nothing to me
It isn't a 'real' RDBMS
Why should I learn about MySQL?
MySQL is being used by real businesses
Can't hurt your employability
Many jobs expect DBA to know multiple RDBMS
Why not learn one that is widely used?
And it's free – you can download and install right now!
5. www.brianhitchcock.netOct 29, 2009 Page 5
Oracle DBA Perspective
What will we look at?
Installing
Start/stop
How database/tables stored
Backups
Transactions
Storage engines
6. www.brianhitchcock.netOct 29, 2009 Page 6
My Message
Compare MySQL to Oracle
Not to be critical of MySQL
Not to praise Oracle
Make Oracle DBAs aware
How much we assume about RDBMS
Because Oracle does things a certain way
MySQL is very different
Assuming it is like Oracle can cause serious problems
Does your business understand the differences?
The cost of being 'free'?
7. www.brianhitchcock.netOct 29, 2009 Page 7
MySQL Versions
MySQL Enterprise
Have to buy support
MySQL Community Edition
The 'free' version
MySQL Community Edition Preview Release
Available for download
Ready for prime time?
Oracle doesn't offer 12g for trial download...
9. www.brianhitchcock.netOct 29, 2009 Page 9
MySQL – Where Did It Come From?
Used to store web site logs
Transactions
What's that?
If we lose some records
So what?
Supported by an individual
Do your own thing
Recovery
Not to worry, plenty more web logs every day
10. www.brianhitchcock.netOct 29, 2009 Page 10
Some Differences – MySQL/Oracle
Oracle
Database
Schema
a group of database objects
Database user
Maps to a database schema
MySQL
Server
Databases
Group of database objects
Users don't map to database
11. www.brianhitchcock.netOct 29, 2009 Page 11
Some Differences – MySQL/Oracle
Storage engines
Transaction support
Performance
Hot backup
Binary logging and recovery
Table locking
Corruption
Misc.
12. www.brianhitchcock.netOct 29, 2009 Page 12
Storage Engines
MySQL gives you a choice
Oracle, all transactional all the time (OATATT)
MySQL storage engines
MyISAM (IBM, Indexed Sequential Access Method)
Very fast read
InnoDB
Transactional, like Oracle
Separate software, owned by Oracle
Many others
See next chart
14. www.brianhitchcock.netOct 29, 2009 Page 14
InnoDB Storage Engine
Imagine mixing
MyISAM, InnoDB tables in a statement
What does 'transactional' mean?
What does “recovery” mean?
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CSV Storage Engine
CSV storage engine
Stores data in text files
Using comma-separated format
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Blackhole Storage Engine
My favorite
This is where we store all the data relating to the Raiders and
their 'Commitment to Excellence'
17. www.brianhitchcock.netOct 29, 2009 Page 17
Yeah, But...
No problem
I'll just make all the tables InnoDB
Cool, but
MySQL catalog (system?) tables are MyISAM
Can't change them
Table storage engine can be changed at any time
Privileged users
No one should do this, but...stuff happens
Create table syntax
Supports overriding default storage engine
18. www.brianhitchcock.netOct 29, 2009 Page 18
Transaction Support
MyISAM
Default table type
Table type of system databases
Does not support transactions
Example
Writing to MyISAM tables and server crashes
Who know what was and wasn't written to tables
No recovery
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Performance
Many large MySQL servers in use
Performance must be good
or good enough for 'free'
Optimizer
Different storage engines
How to optimize statement that has
MyISAM tables
InnoDB tables
Does it support all storage engines you are using?
20. www.brianhitchcock.netOct 29, 2009 Page 20
Hot Backup
MySQL does not have this
Backup option #1
Shutdown server, copy all files, startup server
Backup option #2
Lock all tables
Dump all data to a dump file
Dump file is set of SQL to recreate database
Very slow to recover
Backup option #3
Buy hot backup software product
Not free
21. www.brianhitchcock.netOct 29, 2009 Page 21
Binary Logging and Recovery
MySQL
Default, no logging
You can configure binary logging
Three formats
Statement-based
Row-based
Mixed
Binary log filenames have format
binlog.000001, binlog.000002, etc.
You must apply them in correct order
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MySQL Binary Logs
MySQL does not have any way of knowing
when replaying the binary logs which
statements need to be executed and which are
already committed.
Oracle DBA doesn't worry about this
Oracle checks and tells you which archived redo log
is needed next
Oracle won't allow archived redo logs to be applied
out of order
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Corruption
Oracle
I have rarely seen any cases
But all tables support transactions
MySQL
What does it mean to rollback
When different storage engines involved
Some support transactions, some don't
Some tables will be rolled back
Others won't
Is this corruption?
27. www.brianhitchcock.netOct 29, 2009 Page 27
MySQL Corruption Issues
Good read
Discusses corruption issues in MySQL engines
I'm not saying this happens often
But you need to be aware of these issues
Another difference from Oracle
Different storage engines, different corruption mechanisms
http://www.mysqlperformanceblog.com/2006/07
/30/mysql-crash-recovery/
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MySQL Issues
Misc
Referential Integrity
Some storage engines support
Triggers
Row-level, not statement-level
Directload
Not supported
Parallel Query
Not supported
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MySQL Issues
White Paper
Compares MySQL to PostgreSQL
PostgreSQL, another open source RDBMS
More like Oracle than MySQL
Discusses issues with MySQL
I'm not endorsing PostgreSQL
But the whitepaper is very good
Google
PostgreSQL vs. MySQL A Comparison of Enterprise
Suitability
30. www.brianhitchcock.netOct 29, 2009 Page 30
MySQL Table Storage
MyISAM
Each table has three files
<filename>.frm – Data dictonary information
<filename>.MYD – table data
<filename>.MYI – table indexes
InnoDB
Data and indexes in a tablespaces
Made up of one or more datafiles
Sound familiar?
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Talk Is Cheap
A little less conversation
A little more action
Download and install MySQL to your laptop now
Slides show the steps
Windows
You will have a fully functional MySQL server
Start learning right now
35. www.brianhitchcock.netOct 29, 2009 Page 35
Install MySQL – Windows
Windows Vista
6.0 Service Pack 1
Screenshots shown
Windows XP
Professional Version 5.1
Same steps
Very minor differences in what you see
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Accessing MySQL Windows
Click Start
Programs
MySQL
MySQL Server 5.1
MySQL Command Line Client
Right-click
Send to
Desktop (Create Shortcut)
Double-click desktop icon
MySQL Command Line Client
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Now What?
Stop, start MySQL server
What databases are available
show databases;
Set default database
use <dbname>
What tables are in the database
show tables;
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Windows Vista
Stop/Start
Services
Start
Settings
Control Panel
System and Maintenance
Administrative Tools
Services
Scroll down to MySQL, highlight
Upper left, options for Stop, Pause, Restart
If MySQL is down, option to Start
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Windows XP
Stop/Start
Command line
net stop mysql, net start mysql
Services
Start
Control Panel
Administrative Tools
Services
Services window
Scroll down to MySQL, highlight
Upper left, options for Stop, Pause, Restart
If MySQL is down, option to Start
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System Databases
INFORMATION_SCHEMA
Catalog database
MYSQL database
User and privilege information
TEST
For you to play in...
These databases are created at installation
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MySQL Server Configuration
Controlled by 'option' file(s)
Similar to Oracle pfile or spfile
SHOW VARIABLES
See current values
Standard location(s)
Search order
One of the most common problems
Persons don't know where these files are
Make changes that don't take affect
Can't find the file or files
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Option File(s)
MySQL searches multiple locations
Uses most recent value of each parameter
How to know all files being scanned by MySQL?
mysql –help
Note: dash dash help
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MySQL Filesystem Layout
From option file (my.ini)
basedir
Where software is stored
datadir
Where table data is stored
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MySQL Log Files
General Query Log
All client requests
Binary Log
Statements that modify data
Slow Query Log
Statements that take longer than 10 seconds
Error Log
Server messages
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Summary
MySQL is 'free'
May need other products to make it work for you
Hot backup for example
MySQL is widely used
MySQL is very different from Oracle
DBA tasks and issues will be different
MySQL is not better or worse than Oracle
Just very different
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The End?
You now have a MySQL server installed
No excuses
Learn it, live it, love it
Update your resume
Next?
Multiple MySQL servers on same machine
Replication
etc.