Predictive Performance Modeling for Distributed Computing using Black-Box Monitoring and Machine Learning

Carl Witt, Marc Bux, Wladislaw Gusew +1

In many domains, the previous decade was characterized by increasing data volumes and growing complexity of computational workloads, creating new demands for highly data-parallel c…