At Percona, we constantly search for ways to make query processing more performant. Our activities include continuous monitoring of Percona Server for MySQL performance by doing performance regression tests. We also challenge Percona Server for MySQL with newly designed tests and analyze bottlenecks for possible improvements. Among our activities in this area is monitoring what […]

Semantic Search with SQL Simplicity and Operational Control

Introduction

Vector search is redefining how we work with unstructured and semantic data. Until recently, integrating it into traditional relational databases like MySQL required external services, extra infrastructure, or awkward workarounds. That changes with the MyVector plugin — a native vector indexing and search extension purpose-built for MySQL.

Whether you’re enhancing search for user-generated content, improving recommendation systems, or building AI-driven assistants, MyVector makes it possible to store, index, and search vector embeddings directly inside MySQL — with full support for SQL syntax, indexing, and filtering.

What Is MyVector?

The MyVector plugin adds native support …

During the last MySQL & HeatWave Summit, Wim Coekaerts announced that a new optimizer is available and is already enabled in MySQL HeatWave. Let’s have a quick look at it and how to use it. The first step is to verify that Hypergraph is available: MySQL > SET SESSION optimizer_switch='hypergraph_optimizer=on'; ERROR: 3999 (42000): The hypergraph […]

Let's have a look at the new MySQL Optimizer: Hypergraph

During the last MySQL & HeatWave Summit, Wim Coekaerts announced that a new optimizer is available and is already enabled in MySQL HeatWave. Let’s have a quick look at it and how to use it. The first step is to verify that Hypergraph is available: The statement won’t return any error if the Hypergraph Optimizer […]

We are delighted to invite you to celebrate 30 years of MySQL at upcoming MySQL meetups and events. Above the celebration we also would like to give a technical update on the latest advancements in MySQL. Your presence will make this celebrations memorable! MySQL Meetups: EMEA: JAPAC: External (3rd party) Events with MySQL, HeatWave & […]

In today’s fast-paced digital landscape, uninterrupted availability of IT infrastructure isn’t just a luxury—it’s a fundamental necessity for businesses to thrive. Downtime, whether planned or unplanned, carries a hefty price tag, impacting everything from customer relationships to competitive edge. This is where the MySQL Reference Architectures for High Availability steps in, offering a robust framework […]

Uninterrupted IT is vital. MySQL Reference Architectures for High Availability offers blueprints to ensure your MySQL databases are always available, minimizing costly downtime. From Bronze to Platinum, these tiers provide tailored solutions for on-premises, cloud, or hybrid environments.

Setting up an InnoDB Cluster requires three key components: Group Replication, MySQL Shell, and MySQL Router. In the previous post, we covered the process of building a 3-node InnoDB Cluster. In this post, we shift our focus to configuring MySQL Router and validating failover functionality. Environment overview We are using three InnoDB Cluster nodes along […]

In this blog post, we will describe typical usage scenarios for dictionary operations in the Data Masking Component, which is available in Percona Server for MySQL as an open source alternative to Oracle’s enterprise version. In particular, we will consider the following functions. gen_dictionary() – a function that returns a random term from a dictionary. gen_blocklist() – […]