Predicting Runtime in Spark‐Like Systems With Allocation‐Aware Deterministic Models
Apache Spark is widely used for distributed data processing, but accurately predicting application execution time remains challenging because performance depends on application structure, resource configuration, and executor‐allocation behavior. This article presents two deterministic, graph‐based simulation mode...