David Kakeeto

Toward an Integrated Theory of Adaptive Scheduling in High Performance Computing: A Queuing-Theoretic and Computational Learning Perspective.

An integrated theoretical framework for adaptive HPC scheduling that unifies queuing-theoretic models with computational learning techniques is proposed and established, establishing a principled basis for adaptive schedulers that can respond to workload uncertainty.