October 31, 2026
22 min read
GC Pressure, Memory, and Watermarks in PySpark Structured Streaming
A production field guide to GC pressure, memory management, and watermarking in PySpark Structured Streaming at 30-second latency, with a retail dashboarding example, Spark UI diagnosis, and Dataproc GCP sizing math.