Saved $500K on amazon aurora postgresql Costs Amazon Aurora PostgreSQL cost optimization is essential for enterprises that rely on cloud databases but struggle with rising infrastructure bills. Although Amazon Aurora PostgreSQL offers high performance and reliability, costs can grow quickly when sizing, backups, and scaling are not reviewed regularly. At Bynatree Data Solutions, we help organizations…
Introduction High availability (HA) is a critical requirement for modern database infrastructures, ensuring minimal downtime and seamless failover in case of node failures. PostgreSQL, while robust as a standalone database, requires additional tooling to manage replication, failover, and cluster orchestration in multi‑node environments. repmgr (Replication Manager) is a widely adopted open‑source tool that simplifies the…
In continuation of our blog series on effectively implementing backup strategies in a production environment, this article delves into the topic of Efficient PostgreSQL Backup Strategies: Leveraging pgBackRest for Performance & Recovery and how it enhances database reliability. pgBackRest is a robust, open-source backup and restore tool for PostgreSQL, designed for scalability and high-performance databases.…
A few days ago, we were approached by a client with a particular objective but a difficult barrier. Their goal? Real-Time Data Replication: PostgreSQL 16 → Kafka → SQL Server 2022 Express. They needed their data to be transferred effortlessly from PostgreSQL 16 to SQL Server 2022 Express in real time. Their expanding operations demanded…
In this blog post, I will showcase a demonstration of PostgreSQL performance with pg_prewarm in PostgreSQL 16.1 PostgreSQL is a powerful open-source database that comes with several extensions to enhance its functionality. One such extension is pg_prewarm, which is particularly useful for optimizing PostgreSQL performance with pg_prewarm after a restart by preloading relation data into…
Introduction In today’s dynamic corporate climate, data migration between database systems is a deliberate move that coincides with changing organizational demands. This block describes the migration of PostgreSQL to MySQL. This change necessitates meticulous preparation to handle possible issues and guarantee smooth interaction with existing business procedures. Basic Differences PostgreSQL Advanced Feature Set: PostgreSQL…
Overview of Aurora PostgreSQL Storage and Throughput Aurora PostgreSQL is a robust, cloud-native database solution known for its scalability, high availability, and managed services. One of its standout features is the virtually unlimited IOPS (Input/Output Operations Per Second) and throughput at the storage layer. However, while the storage layer itself may not impose limits, the…
Recently, we encountered an issue where catalog queries executed by the drivers during session creation were taking significantly longer than expected. These queries, managed by PHP drivers, were impacted by a performance bottleneck. Due to this user session creations are taking more time. Upon investigation, I discovered that the pg_attribute and pg_class system catalog tables…
Introduction With the release of PostgreSQL 17, a game-changing feature has arrived: incremental backups. In prior versions, such as PostgreSQL 16 and earlier, users could only perform full backups. This approach, while reliable, had its drawbacks—particularly the time it took to complete these backups and the storage they required. Previously, users relied on WAL (Write-Ahead…
Upgrading PostgreSQL and PostGIS Recently we did an upgrade of the legacy PostgreSQL 9.1 database of 1 TB size with PostGIS 1.5 version to PostgreSQL 12 version with PostGIS version 3.4.2. Upgrading a PostgreSQL database along with its PostGIS extensions can be a daunting task, especially when dealing with legacy versions. In this guide, I …