How do you design a scalable and cost-effective data lake storage strategy using S3 and Glacier?

When designing a data lake storage strategy using S3 and Glacier, consider the following:

1. Data Classification: Classify your data based on access frequency and required performance.

2. Storage Tiering: Use S3 for frequently accessed data and Glacier for archival data.

3. Lifecycle Policies: Implement lifecycle policies to automatically transition data between storage tiers.

4. Data Compression: Compress data before storing it to reduce storage costs.

5. Data Encryption: Ensure data security by encrypting data at rest and in transit.

By incorporating these best practices, you can design a scalable and cost-effective data lake storage strategy that optimizes performance and cost efficiency.