
Pros
Cons
Free
$0.016/per hour
$30/1-3 year term
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Amazon RDS supports a variety of popular database engines, including PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, and Db2. This allows users to leverage familiar database software within the managed RDS environment.
Amazon RDS, specifically with Amazon Aurora PostgreSQL-Compatible Edition, improves generative AI application performance through features like Amazon Aurora Optimized Reads and pgvector_hnsw. This combination can achieve up to 20x improved queries per second compared to pgvector_IVFFLAT.
Beyond standard cloud deployments, Amazon RDS offers RDS Custom for applications requiring operating system and database environment customization. Additionally, RDS on AWS Outposts allows for deploying fully managed database instances in on-premises environments.
Amazon RDS supports zero-ETL integrations, which eliminate the need for building and managing ETL pipelines between operational databases and data warehouses. This enables customers to access transactional data in near real-time for analytics and machine learning purposes, particularly with Amazon Redshift.
Amazon RDS integrates with several monitoring tools, including Enhanced Monitoring, which provides over 50 CPU, memory, file system, and disk I/O metrics. It also offers Amazon RDS Performance Insights for quick detection of performance problems and supports Amazon CloudWatch metrics at no additional charge.
Amazon RDS offers On-Demand Instances, where you pay per second with no long-term commitments, suitable for unpredictable workloads. For steady-state workloads, Reserved Instances provide significant discounts for one- or three-year terms, with various upfront payment options.
Source: aws.amazon.com