Table 4 Average values of makespan ratio and percentage makespan reduction obtained from executing K-means and Random Forest algorithms on the synthetic test datasets
From: Block size estimation for data partitioning in HPC applications using machine learning techniques
Metric | Best time | Average time | Worst time |
|---|---|---|---|
Makespan ratio | \(0.99 \pm 0.02\) | \(1.25 \pm 0.06\) | \(2.11 \pm 0.08\) |
Makespan reduction (%) | \(-0.79\% \pm 0.03\) | \(24.71\% \pm 0.05\) | \(55.06\% \pm 0.06\) |