A developer stores many objects in a single Amazon S3 bucket and needs to optimize the bucket for high request rates. How should the objects be organized to meet this requirement?

Distributing object key names across multiple prefixes optimizes Amazon S3 for high request rates. S3 automatically partitions data based on key name prefixes to support high request throughput. By using diverse prefixes, you ensure that requests are spread across multiple partitions, preventing hot spots and allowing S3 to scale performance effectively. Using S3 Intelligent-Tiering is a cost optimization strategy, not a performance optimization for high request rates. Placing all objects directly at the root of the S3 bucket means there are no prefixes, which can lead to a single partition and limit throughput. Tagging objects with a "prefix" tag does not influence S3's internal partitioning mechanism; S3 uses the actual key name prefixes for this purpose.