Real-Time Mode Technical Deep Dive: How We Built Sub-300 Millisecond Streaming Into Apache Spark™

Databricks explains how Apache Spark’s new real-time mode replaces microbatch processing with continuous data flow, delivering exactly-once guarantees and scalable, fault-tolerant streaming while reducing latency from seconds to low double-digit milliseconds.