Advances, Systems and Applications
Table 2 Comparison of RM techniques
From: Integrated resource management pipeline for dynamic resource-effective cloud data center
Authors | When to migrate | Which VM to migrate | Where to migrate |
|---|---|---|---|
| Â | (overload detection technique) | (VM selection technique) | (VM placement technique) |
Nathuji and Schwan [12] | - | - | VirtualPower Management |
Verma et al. [13] | - | - | PMaP Algorithm |
Beloglazov et al. [24] | Fixed threshold | - Minimization of migration (MM) | Modified best fit decreasing |
| Â | Â | - Highest potential growth (HPG) | (MBFD) |
| Â | Â | - Random choice (RC) | Â |
Beloglazov and Buyya [23] | - Inter-quartile range (IQR) | - Minimum migration time (MMT) | Power aware best fit |
| Â | - Median absolute deviation (MAD) | - Random selection (RS) | decreasing (PABFD) |
| Â | - Local regression (LR) | - Maximum correlation (MC) | Â |
| Â | - Robust local regression (LRR) | Â | Â |
Guenter et al. [21] | - Short term load forecasting | - | - |
Shaw and Singh [4] | - Simple Exponential Smoothing | Minimum utilization policy | Optimized destination host |
| Â | - Double exponential smoothing | Â | selection |
Moges and Abebe [8] | local regression | - | - MF (for homogeneous) |
| Â | Â | Â | - MFPED (for heterogeneous) |
This Work | - Fixed threshold | - MMTMC | - Modified best fit decreasing |
| Â | - Robust local regression (LRR) | - MMTMC 1 | (MBFD) |
| Â | - Double exponential smoothing (DES) | - MMTMC 2 | - Medium-fit (MF) |
| Â | - Seasonal holt winter (SHW) | Â | Â |