Quantifying Uncertainty in HPC Job Queue Time Predictions.

Kevin Menear Connor Scully-Allison Dmitry Duplyakin

Published in: PEARC (2024)

Keyphrases

high performance computing
waiting times
prediction intervals
queueing theory
steady state
processing times
special case
state dependent
confidence intervals
fault tolerance
markov chain
decision theory
computing resources
possibility theory
scientific computing
random variables
information systems