Use a round-robin partitioning strategy and rely on the system's built-in data locality mechanisms.

Implement a key-based partitioning strategy and use local caching to minimize data movement.

Use a random partitioning strategy and manually manage data locality by assigning partitions to specific nodes.

Rely on the default partitioning strategy provided by the stream processing framework and optimize for throughput.