# Data management design
<a name="advperf04"></a>


| 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. 

**Topics**
+ [ADVPERF04-BP01 Choose a data management strategy that matches your availability, latency, and access requirements](advperf04-bp01.md)
+ [ADVPERF04-BP02 Consider purpose-built and streaming databases](advperf04-bp02.md)
+ [ADVPERF04-BP03 Review your distributed database setup (sharding and replication) for performance, cost, and availability needs ](advperf04-bp03.md)
+ [ADVPERF04-BP04 Enable detailed performance and observability monitoring to help tune queries and refine compute and storage](advperf04-bp04.md)
+ [ADVPERF04-BP05 Manage high volume user profile data](advperf04-bp05.md)
+ [ADVPERF04-BP06 Consider AWS Clean Rooms collaboration](advperf04-bp06.md)