Combining Machine Learning techniques and Genetic Algorithm for predicting run times of High Performance Computing jobs

XGBoost

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

Statistical Comparisons of Classifiers over Multiple Data Sets

Janez Demšar · 2006 · 11.2K citations

Computing, Computer Science, Data Science +17

Support Vector Regression Machines

Harris Drucker, Christopher J. C. Burges, Linda Kaufman et al. · 1996 · 4.2K citations

Computing, Computer Science, Data Science +13

Backfilling Using System-Generated Predictions Rather than User Runtime Estimates

Dan Tsafrir, Yoav Etsion, Dror G. Feitelson · IEEE Transactions on Parallel and Distributed Systems · 2007 · 368 citations

Computing, Computer Engineering, Computer Science +13

Experience with using the Parallel Workloads Archive

Dror G. Feitelson, Dan Tsafrir, David Krakov · Journal of Parallel and Distributed Computing · 2014 · 273 citations

Computing, Computer Science, Computer Systems +12