2 papers
cs.LG2020
Feature Selection for Learning to Predict Outcomes of Compute Cluster Jobs with Application to Decision Support
Adedolapo Okanlawon, Huichen Yang, Avishek Bose +3
We present a machine learning framework and a new test bed for data mining from the Slurm Workload Manager for high-performance computing (HPC) clusters. The focus was to find a me…
cs.DC2018
Machine Learning for Predictive Analytics of Compute Cluster Jobs
Dan Andresen, William Hsu, Huichen Yang +1
We address the problem of predicting whether sufficient memory and CPU resources have been requested for jobs at submission time. For this purpose, we examine the task of training…