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What is new with pg_stat_statements in PostgreSQL 17?

New Features in pg_stat_statements in PostgreSQL 17 1. Tracking of Nested Statements PostgreSQL 17 adds the ability to track nested statements executed within functions, procedures, and DO blocks: Previously, only top-level statements were tracked However, […]

How can we do Kafka Cluster Setup: Guidance on multi-broker clusters, ZooKeeper coordination?

How can we do Kafka Cluster Setup? Guidance on multi-broker clusters and ZooKeeper coordination (though newer versions replace ZooKeeper with KRaft)? Kafka Cluster Setup: Setting up a Kafka cluster involves choosing between ZooKeeper-based (legacy) and […]

Forecast MySQL IOPS

Forecast MySQL IOPS This technical guide offers a comprehensive approach to forecasting MySQL Input/Output Operations Per Second (IOPS) using Performance Schema metrics. Since understanding and accurately predicting IOPS is crucial for database performance optimization, capacity […]

SQL Window Functions for Time-Series Analysis in PostgreSQL 17

Advanced SQL Window Functions for Time-Series Analysis in PostgreSQL 17 Window functions in PostgreSQL are powerful tools for analysing time-series data, enabling complex calculations across rows without the need for self-joins or complex subqueries. This […]

Best Practices for Efficient Large-Scale PostgreSQL Database Migrations

Best Practices for Efficient Large-Scale PostgreSQL Database Migrations Large-scale PostgreSQL database migrations present unique challenges that require careful planning, advanced tooling, and strategic execution. As organizations scale to multi-terabyte and petabyte-scale datasets, traditional migration methods […]

Indexing to optimize Data Ingestion in MongoDB

What are the best indexing strategies for improving data ingestion speed in MongoDB? To improve data ingestion speed in MongoDB, it’s essential to implement carefully considered indexing strategies that balance write performance with query efficiency. […]

Oracle to PostgreSQL Migration Series – NoValidate and Parallel Constraints in PostgreSQL

Can you implement NoValidate and Parallel Constraints in PostgreSQL? Oracle to PostgreSQL Migration Blog series PostgreSQL does not have a direct equivalent to Oracle’s NOVALIDATE option for constraints. However, there are some strategies to achieve […]

Mastering Transaction Management in InnoDB: Optimizing COMMIT, ROLLBACK, and SAVEPOINT for Performance and Integrity

Implementing COMMIT, ROLLBACK, and SAVEPOINT in InnoDB for Optimal Performance Transaction management in InnoDB plays a fundamental aspect of relational database systems, and InnoDB provides robust support for transactions. Effective use of COMMIT, ROLLBACK, and SAVEPOINT can significantly […]

Using Batch-to-CPU Ratio in PostgreSQL Performance Troubleshooting

How do you derive and use the Batch-to-CPU Ratio in PostgreSQL Performance Troubleshooting? To effectively examine the performance of PostgreSQL log buffers, you can use the following approaches. Log buffers refer to the memory area [...]

Troubleshooting and Resolving AUTO_INCREMENT Max Value Issues in MySQL and MariaDB

Troubleshooting and Resolving AUTO_INCREMENT Max Value Issues in MySQL and MariaDB Troubleshooting AUTO_INCREMENT Max Value Problems in MySQL and MariaDB requires identifying and resolving issues when an AUTO_INCREMENT column reaches its maximum value. When this [...]

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