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.
