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Impact of Non-Covering Non-Clustered Indexes on Query Performance in PostgreSQL

Impact of Non-Covering Non-Clustered Indexes on Query Performance in PostgreSQL If a non-clustered index (also known as a secondary index in PostgreSQL) is useful for quickly finding one or more records but does not cover […]

Linux

Understanding and Optimizing CPU and I/O Subsystem Modelling for Enhanced System Performance

Understanding and Optimizing CPU and I/O Subsystem Modelling for Enhanced System Performance Concept and Function of CPU and I/O Subsystem Modeling CPU and I/O Subsystem Modelling plays a crucial role in the realm of performance […]

PostgreSQL Internals

Implementing a Custom date_bucket() Function in PostgreSQL for Timestamp Bucketing

PostgreSQL date_bucket Function The date_bucket() function in PostgreSQL is a powerful tool for time series analysis. It allows you to group timestamps into fixed-size intervals, often referred to as “buckets.” This grouping is useful for […]

PostgreSQL Internals

Mastering Time-Series Analysis in PostgreSQL with the DATE_BUCKET Function

Mastering PostgreSQL Time-Series Analysis The DATE_BUCKET function is a powerful tool in PostgreSQL for handling time-series data, particularly useful for aggregating records into fixed intervals. This function isn’t available in all versions of PostgreSQL or […]

Amazon RDS

Choosing Between Amazon RDS and Aurora: A Comprehensive Guide to AWS Database Solutions

When deciding between Amazon Aurora and Amazon RDS (Relational Database Service), it’s crucial to understand the distinct capabilities and advantages each offers for managing relational databases on AWS. Both services are designed to simplify database […]

PostgreSQL Performance

Understanding Index Selection Mechanics in PostgreSQL: How the Query Planner Optimizes Performance

In PostgreSQL, the mechanism of index selection is a crucial component of the query planner, which evaluates various possible execution plans to determine the most efficient way to execute a given query. Index selection involves […]

PostgreSQL Performance

Optimizing Query Performance: Tips for Troubleshooting PostgreSQL Statistics and Cost Estimation

Troubleshooting statistics and cost estimation in PostgreSQL is crucial for understanding and optimizing query performance. PostgreSQL uses statistics to make informed decisions about the best way to execute queries, including which indexes to use and […]

DBA

Enhancements in PostgreSQL 16 Query Planner/Optimizer: Boosting Performance, Scalability, and Reliability

PostgreSQL 16 brings significant enhancements to its query planner/optimizer, directly influencing performance, scalability, and reliability. Here are some key improvements and their impacts: Parallelization of FULL and RIGHT Joins PostgreSQL 16, moreover, has introduced the […]

PostgreSQL DBA

Implementing the Materialized Path Model in PostgreSQL: A Step-by-Step Guide

The Materialized Path model is a strategy for representing hierarchical data within a relational database system like PostgreSQL. It involves storing the entire path to a node within a tree as a single column value […]

DBA

Key Considerations for Optimizing and Managing PostgreSQL Indexes

PostgreSQL Index Optimization PostgreSQL index optimization is crucial for enhancing database performance, enabling faster record retrieval by efficiently locating rows in a table. Several key factors influence the effectiveness and performance of indexes in PostgreSQL: […]

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Contents

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  • PostgreSQL Index Optimization
  • 1. Choose the Right Index Type
  • 2. Index Maintenance Overhead
  • 3. Partial Indexes
  • 4. Multi-column Indexes
  • 5. Use Indexes for Foreign Keys and JOIN Conditions
  • 6. Monitor and Analyze Index Usage
  • 7. Consider Index-Only Scans
  • 8. Be Mindful of NULL Values
  • 9. Use EXPLAIN to Analyze Queries
  • 10. Maintenance and Reindexing
→ Index