TARE: Tail Aware Evaluation of HPC Job Runtime Prediction

Haili Xiao, Can Wu, Shasha Lu +3

Runtime estimates affect reservation quality, backfilling opportunities, and queue delay in HPC schedulers. Under heavy tailed workloads, however, averaging over jobs can misrepres…