Power management in virtualized data centers: state of the art

Al-Dulaimy, Auday; Itani, Wassim; Zekri, Ahmed; Zantout, Rached

doi:10.1186/s13677-016-0055-y

Journal of Cloud Computing

Advances, Systems and Applications

Table 3 Studies of power efficiency improvement in virtualized data centers

From: Power management in virtualized data centers: state of the art

Ref.	Virtualized Data Center		Environment		All Workload Types	Power Aware Scheduling		Resources					Approach		Scheduling		Technology/Method
Ref.	Single	Multiple	Homo	Hetero	All Workload Types	Consider Cost	Consider Time	CPU	Memory	Storage	Network.	Cooling System	SW	HW	Offline	Online	Technology/Method
[23]	√		√		√			√					√	√		√	DVFS, SW-based Model, VM Consolidation, On/Off Switching.
[24]	√			√	√			√					√	√		√	DVFS, SW-based Model, VM Consolidation, On/Off Switching.
[25]	√		√		√	√		√					√	√		√	DVFS, SW-based Model, VM Consolidation, On/Off Switching.
[26]	√			√	√	√		√					√	√		√	DVFS, SW-based Model, VM Consolidation, On/Off Switching.
[27]	√		√		√			√	√				√			√	WS-based Model, On/Off Switching.
[28]	√		√		√			√	√				√			√	VM Consolidation, On/Off Switching.
[29]	√		√					√					√	√		√	DVFS, SW-based Model.
[30]	√		√		√		√	√	√		√		√		√		SW-based Model, VM Consolidation
[31]	√		√		√	√	√	√	√				√		√		SW-based Model
[32]	√		√		√			√	√				√			√	SW-based Model
[33]	√			√				√					√			√	SW-based Model, VM Consolidation
[34]	√			√	√	√		√					√	√		√	DVFS, SW-based Model.
[35]	√		√		√			√					√			√	SW-based Model, On/Off Switching.
[36]	√		√		√			√	√				√			√	SW-based Model, VM Consolidation, On/Off Switching.
[37]	√		√		√			√					√			√	SW-based Model, VM Consolidation.
[38]	√		√		√			√					√			√	SW-based Model, VM Consolidation, On/Off Switching.
[1]		√		√	√			√					√	√		√	DVFS, SW-based Model, VM Consolidation, On/Off Switching.
[39]	√			√	√	√		√					√	√		√	DVFS, SW-based Model.
[40]		√	√		√		√	√	√				√			√	SW-based Model.
[41]	√			√	√		√	√					√			√	SW-based Model, VM Consolidation.
[42]	√			√	√			√	√				√			√	SW-based Model.
[43]	√		√		√		√	√	√		√		√				ACO
[44]	√			√	√		√	√	√	√			√			√	ACO, VM Consolidation
[45]	√		√		√			√	√				√			√	ACO, VM Consolidation
[46]	√			√	√			√					√		√		ACO, VM Consolidation, On/Off Switching.
[47]	√		√		√			√	√		√		√			√	ACO, VM Consolidation, On/Off Switching.
[48]	√			√	√		√	√					√			√	PSO
[49]	√		√		√			√					√			√	GA
[50]	√		√		√	√		√					√			√	GA
[51]	√		√		√		√	√			√		√			√	GA

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