Planet MySQL HA Blog
The Planet MySQL HA Blog aggregates content from sources that cover topics related to high availability (HA) for MySQL databases.
Using various scoring metrics to evaluate MySQL HeatWave ML models
Quality of a machine learning model must be assessed not only during model development phase but also after a model is deployed in production. During development, a model developer must keep in mind the impact of the results produced by the model and use appropriate scoring metrics that will expose underlying issues. For example, in […]
How to Setup a LAMP Stack with MySQL HeatWave – Part 5/5
Introduction This is the fifth in a series of blogs that detail how to setup and use a LAMP Stack that makes use of MySQL HeatWave in the Oracle Cloud. Part 1 will set the scene by detailing what a LAMP stack is and what deployment options are available in the Oracle Cloud. It will […]
How to Setup a LAMP Stack with MySQL HeatWave – Part 4/5
Introduction This is the fourth in a series of blogs that detail how to setup and use a LAMP Stack that makes use of MySQL HeatWave in the Oracle Cloud. Predicates for completing the tasks in this blog You will need to have completed Parts 2 and 3 of this series of blogs. You […]
How to Setup a LAMP Stack with MySQL HeatWave – Part 3/5
Introduction This is the third in a series of blogs that detail how to setup and use a LAMP Stack that makes use of MySQL HeatWave in the Oracle Cloud. Predicates for completing the tasks in this blog You will need to have completed Part 2 of this series of blogs and gathered the […]
MySQL Window Functions Part 2
First introduced as part of the SQ:2003 Standard and available in MySQL 8.0, window functions in MySQL are compelling, but the syntax can also be a little intimidating when you first start using them. This post is the second in a series where we will discuss window functions – including breaking down the syntax and […]
How to Setup a LAMP Stack with MySQL HeatWave – Part 2/5
Introduction This is the second in a series of blogs that detail how to setup and use a LAMP Stack that makes use of MySQL HeatWave in the Oracle Cloud. This blog will start to implement the architectural vision discussed in part 1 by detailing the steps necessary to build the infrastructure. Using […]
How to Setup a LAMP Stack with MySQL HeatWave – Part 1/5
Introduction This is the first in a series of blogs that detail how to setup and use a LAMP Stack that makes use of MySQL HeatWave in the Oracle Cloud. Part 1 (this part) will set the scene by detailing what a LAMP stack is and what deployment options are available in the Oracle Cloud. […]
MySQL Window Functions Part 1
First introduced as part of the SQ:2003 Standard and available in MySQL 8.0, window functions in MySQL are compelling, but the syntax can also be a little intimidating when you first start using them. This post is the first in a series where we will discuss window functions – including breaking down the syntax and […]
Train your machine learning models 25x faster with MySQL HeatWave ML
The rapid proliferation of ML technology, explosive data growth, and shortage of data science expertise have caused the industry to face increasingly challenging demands to keep up with fast-paced develop-and-deploy model lifecycles. The increase in volume and velocity of data generated by various applications, devices, sensors etc., as well as need for real-time decision making has […]
Explore Explainability in MySQL HeatWave ML
The growing complexity of machine learning algorithms limits the ability to understand what the model has learned or why a given prediction was made, acting as a barrier to the adoption of machine learning in many enterprises. Machine learning explainability addresses these issues by explaining and interpreting machine learning model and its predictions and […]