Parallel and sequential job scheduling in heterogeneous clusters: a simulation study using software in the loop

摘要

The task of designing and optimizing job scheduling algorithms for heterogeneous computing environments requires the ability of predict scheduling performance. The complexity of heterogeneous scheduling issues re- Quires that the experiments devised to test a scheduling Paradigm to be both flexible and extensive. Experimen- Taly determined models for the prediction of job execu- Tion times on both sequential and parallel computing Resources are combined with the implementation of a Novel scheduling algorithm and a software-in-the-loop (SWIL)simulation.