Blog

Faster Spark Was the Goal. A Simpler Spark Came With It

Spark's memory model, where dozens of tasks compete for a fixed pool, is the root cause of disk spills, straggler jobs, and endless tuning cycles, and most teams have accepted this as an unavoidable cost of running Spark at scale.