Advances, Systems and Applications
Table 3 WISE Score validation results using benchmark performance metrics
From: WISE: a computer system performance index scoring framework
Benchmark | Function | Norm | Precision (%) | Recall (%) | Ranking |
|---|---|---|---|---|---|
MongoDB (steady) | Tanh | â„“1 | 1.0 | 0.667 | 0.699 |
| Â | Â | â„“2 | 1.0 | 0.333 | 0.51 |
| Â | Exp. | â„“1 | 1.0 | 0.333 | 0.51 |
| Â | Â | â„“2 | 0.858 | 1.0 | 0.897 |
MongoDB (bursty) | Tanh | â„“1 | 1.0 | 0.778 | 0.806 |
| Â | Â | â„“2 | 1.0 | 0.556 | 0.564 |
| Â | Exp. | â„“1 | 1.0 | 0.556 | 0.564 |
| Â | Â | â„“2 | 0.889 | 0.889 | 0.849 |
Streaming | Tanh | â„“1 | 1.0 | 0.667 | 0.704 |
| Â | Â | â„“2 | 1.0 | 0.333 | 0.842 |
| Â | Exp. | â„“1 | 1.0 | 0.667 | 0.704 |
| Â | Â | â„“2 | 0.4 | 0.667 | 0575 |