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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

 

(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

  

- Highest potential growth (HPG)

(MBFD)

  

- Random choice (RC)

 

Beloglazov and Buyya [23]

- Inter-quartile range (IQR)

- Minimum migration time (MMT)

Power aware best fit

 

- Median absolute deviation (MAD)

- Random selection (RS)

decreasing (PABFD)

 

- Local regression (LR)

- Maximum correlation (MC)

 
 

- Robust local regression (LRR)

  

Guenter et al. [21]

- Short term load forecasting

-

-

Shaw and Singh [4]

- Simple Exponential Smoothing

Minimum utilization policy

Optimized destination host

 

- Double exponential smoothing

 

selection

Moges and Abebe [8]

local regression

-

- MF (for homogeneous)

   

- MFPED (for heterogeneous)

This Work

- Fixed threshold

- MMTMC

- Modified best fit decreasing

 

- Robust local regression (LRR)

- MMTMC 1

(MBFD)

 

- Double exponential smoothing (DES)

- MMTMC 2

- Medium-fit (MF)

 

- Seasonal holt winter (SHW)