Daniil A. Pushkarev

Genetic Algorithm and Reinforcement Learning for ETL Pipeline Task Prioritization Under Limited Parallelism

List-scheduling heuristics such as the critical-path (CP) rule are effective for minimizing makespan in DAG-structured ETL pipelines, but they provide no direct control over task waiting time. This study evaluates whether learned priority functions can approach CP performance while enabling a tunable trade-off between...