Data management design

ADVPERF04: How do you choose the right data management solution for your advertising workload?

Advertising workloads have different data classification, availability, and access latency needs based on their subsystems. Implement a strategy to identify an appropriate AWS data store service option, along with scaling and monitoring considerations.

Best practices

• ADVPERF04-BP01 Choose a data management strategy that matches your availability, latency, and access requirements

• ADVPERF04-BP02 Consider purpose-built and streaming databases

• ADVPERF04-BP03 Review your distributed database setup (sharding and replication) for performance, cost, and availability needs 

• ADVPERF04-BP04 Enable detailed performance and observability monitoring to help tune queries and refine compute and storage