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Testing a 99.999% Availability Distributed In-Memory Database

MySQL Cluster is an open-source distributed in-memory database. It combines linear scalability with high availability, providing in-memory real-time access with transactional consistency across partitioned and distributed datasets. It was developed to support scenarios requiring high-availability (99.999% or more) and predictable query time. Testing such a system is achieved via many interconnected pieces ranging from a large set of automated tests and manual exploratory testing. This post explores an overview of the testing methodologies we use and the current challenges we face.

Gaming, banking, telcos, and online services all are powered by fully-redundant and fault-tolerant software systems. At the heart of those systems, you can find MySQL Cluster — a distributed in-memory database having a minimum of five-9s availability (around 5 minutes a year). This open-source database provides nearly-linear …

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New dbForge Fusion tools with Visual Studio 2019 Support

dbForge Fusion is a line of Visual Studio plugins designed to simplify database development and enhance data management capabilities. This line comprises three tools: dbForge Fusion for SQL Server, dbForge Fusion for MySQL, and dbForge Fusion for Oracle. We are happy to announce new updates for each of these tools which come with many improvements […]

The post New dbForge Fusion tools with Visual Studio 2019 Support appeared first on blog.

InnoDB : Tablespace Space Management

A user defined table and its corresponding  index data, in InnoDB, is  stored in files that have an extension .ibd. There are two types of tablespaces, general (or shared) tablespace and file-per-table.  For shared  tablespaces, data from many different  tables and their corresponding indexes may reside in a single .ibd…

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Want to talk about MySQL at SCaLE 18x?

The Call For Papers for SCaLE 18x ends soon and I would love to have your talk on MySQL be part of the MySQL track! The track is usually on the Friday of the show!

I am 'curating' the MySQL track again and would love to have you talk on MySQL.  Do you have a story about using MySQL, some trick admin skills you would like to share, a beginners guide to X & MySQL, or a case study? Well then, please submit.

What is SCaLE?  Well it is roughly 5,000 people in Pasadena, California next March 5-8 2020 at the convention center in the heart of the City.  It is the only big open source in Southern California and features multiple tracks on subjects ranging from AI to how to work …

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SQL Upper Function Example | MySQL And SQL Server Upper()

SQL UPPER function is used for converting all the characters in the source string to Uppercase characters. If any number is present in the string, then it remains unaffected. SQL UPPER() function converts a string to the upper-case.

SQL upper() Function

Suppose you have the online shopping website. Customers visit the website and provide the necessary information while creating the login account.

Each customer provides few compulsory information such as first name, last name, phone number, email address, and residential address.

Each customer is different, so you cannot expect the similar format for all inputs.

For example, you get a following entries in an SQL table.

We do not see all words following the consistent pattern.

It does not look good as well if you have to share the report daily to higher management for all newly enrolled customers.

The SQL UPPER …

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London Open Source DB: MySQL 2020

The London Open Source Database Meetup is hosting me on December 4th -RSVP
and I will be talking about  New MySQL Features and a Brief Look into 2020!

MySQL has made lot of progress with version 8.0 and it has become the fasted adopted new version of MySQL in history. The new CI/CD release pattern had been delivering a lot of new features on a regular basis that you may have not noticed. There is JSON Document Validation thanks to the good people at JSON-schema.org, random passwords, hash joins, explain analyze, constraint checks, and more. So if you need to caught up this is you chance and if you are wondering what is in the near term future this is your opportunity.All opinions expressed in this blog are those of Dave Stokes who is …

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Spring Boot performance tuning

Introduction While developing a Spring Boot application is rather easy, tuning the performance of a Spring Boot application is a more challenging task, as, not only it requires you to understand how the Spring framework works behind the scenes, but you have to know what is the best way to use the underlying data access framework, like Hibernate for instance. In a previous article, I showed you how easily to optimize the performance of the Petclinic demo application. However, by default, the Petclinic Spring Boot application uses the in-memory HSQLDB database, which... Read More

The post Spring Boot performance tuning appeared first on Vlad Mihalcea.

MySQL Day in Austin November 12th! RSVP Today!!

Attend this half-day event to hear why MySQL is the open source database of choice for business leaders, developers and system architects. Please RSVP here!


With the official release of version 8.0, MySQL now offers SQL and NoSQL capabilities.  We ill
demonstrate how MySQL helps our customers shorten time to market, reduce IT costs, and increase revenue growth – all while providing enterprise grade security via advanced encryption authentication, firewall, and more.


Takeaway tips and techniques on:

  • Containers
  • Securing your data - GDPR
  • MySQL without the SQL


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Choose Your EC2 Instance Type Wisely on AWS

Recently I was doing some small testing by using EC2 instances on AWS and I noticed the execution time and performance highly depend on which time of the day I am running my scripts. I was using t3.xlarge instance type as I didn’t need many CPUs and memory for my tests, but from time to time I planned to use all the resources for a short time (few minutes), and this is when I noticed the difference.

First, let’s see what AWS says about T3 instances:

T3 instances start in Unlimited mode by default, giving users the ability to sustain high CPU performance over any desired time frame while keeping cost as low as possible.

In theory, I should not have any issues or performance differences. I have also monitored the CPU credit balance and there was no correlation between the balance and the performance at all, and because these were unlimited instances the balance should not have any impact.

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Manage InnoDB Cluster using MySQL Shell Extensions

At times, when playing with different InnoDB Clusters for testing (I usually deploy all Group Replication instances on the same host on different ports) I find myself stopping the group and doing operations on every instance (e.g. a static reconfiguration). Or I may need to shutdown all instances at once. Scripting is the usual approach, but in addition, MySQL Shell offers a very nice (and powerful) way to integrate custom scripts into the Shell itself to manage an InnoDB Cluster. This is the purpose of MySQL Shell extensions, to create new custom reports and functions and have the flexibility to manage one or more instances at once. I found particularly practical the new plugin feature, introduced in MySQL Shell 8.0.17, that can aggregate reports and …

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