Consider a scenario where you are tasked with optimizing a stream processing pipeline for analytical purposes. The pipeline currently processes real-time data from IoT devices, but the analytics team is experiencing delays in receiving processed data. Describe the steps you would take to optimize this pipeline, including how you would configure checkpoints and watermarking, and how you would handle interruptions and exceptions.