Best practices for querying vector data for gen AI apps in PostgreSQL

PostgreSQL makes it easier to store and query vector data for AI/ML use cases with the pgvector extension. Learning best practices for vector search will help you deliver a high-performance experience to your customers. In this session, learn how to store data from Amazon Bedrock in an Amazon Aurora PostgreSQL-Compatible Edition database and learn what SQL queries and tuning parameters optimize the performance of your application when working with AI/ML data, vector data types, exact and approximate nearest neighbor search algorithms, and vector-optimized indexing.

Best practices for Migrating Oracle Databases to PostgreSQL Amazon RDS/Aurora PostgreSQL

This session covers best practices like compatibility testing, optimal migration strategy planning, performance and availability architecture, cutover, and special considerations for PostgreSQL on Amazon RDS/Aurora - equipping you with a robust methodology for tackling Oracle migrations to reduce costs and increase agility.

I have most of the content for this session, it can be a presentation or a mixture of presentation and demo.

RDS Monitoring Deep Dive

The session will dive deep into the monitoring capabilities you have in AWS to be able to monitor your RDS databases, it will cover cloudwatch metrics, enhanced monitoring, performance insights, cloudwatch logs, cloudwatch alarms, & bespoke metrics.

Duration - 45-60 mins duration
Audience - Solutions architects, Database Administrators, Data Engineers, Technical Managers.

Implementing Oracle workload on AWS cloud

The presentation will provide a summary of the options you have when moving to AWS cloud for your Oracle workload it will discuss the advantages of RDS for Oracle and RDS Custom for Oracle. It will also cover what are the factors when choosing whether to use a managed database or self managed.

Duration - 45-60 mins duration
Audience - Solutions architects, Database Administrators, Data Engineers, Technical Managers.

Getting the best out of RDS for Oracle

The session will discuss how to get the best our of RDS for Oracle, discussing topics like monitoring, backups, option groups, parameter groups, replica's & migrations.

Duration - 45-60 mins duration
Audience - Solutions architects, Database Administrators, Data Engineers, Technical Managers.

RDS & RDS Custom for Oracle Introduction

The presentation will provide a summary of the key advantages of RDS for Oracle and RDS Custom for Oracle. It will also cover the reasons you would want to evaluate each engine.

Duration - 45-60 mins duration
Audience - Solutions architects, Database Administrators, Data Engineers, Technical Managers.

Amazon Aurora Serverless v2 Deep Dive

Learn about Amazon Aurora Serverless v2 which is an on-
demand, automatic scaling configuration for Amazon Aurora. It
adjusts capacity in fine-grained increments to provide just the
right amount of database resources for an application’s needs.
You don’t need to manage database capacity, and you pay for
only the resources consumed by your application.