A Study on Strategic Provisioning of Cloud Computing Services

Table 2

Comparison of service provisioning techniques.

Service provisioning techniques	Features	Solving approaches	Attributes	References
Algorithmic	A cloud-based computing services scheduling with collaborative QoS requirements	Binary integer programming method	Optimization and fairness	Wei et al. [92]
	Considering qualitative effects of cost and strategy model	Nash equilibrium under different formulations	Capacity and probability	Rao et al. [93]
	Run time management in service provisioning in IaaS	Distributed algorithm	Equilibrium efficiency	Ardagna et al. [94]
	Cost based multi-QoS job scheduling model	Soft deadline and penalty cost	Better scheduling	Dutta and Joshi [95]
MCDM	Task oriented resources allocation	Reciprocal and induced bias matrix	Bandwidth, task costs, and time	Ergu et al. [96]
	A distributed resource management	Considering SLA and QoS	Realizing user needs	Khaddaj [97]
	A dynamic autonomous resource management and scalability	PROMETHEE; architecture	Suitable for large data centers	Yazir et al. [98]
SLA and Policy based brokering	For autoselection of SLA from different offerings	Machine learning algorithms	SLA mapping	Redl et al. (2012) [78]
	Knowledge based sources and services in mOSAIC project	Semantic web Ontologies rule based support tool	Requirements and services	Amato et al. [77]
	Compare and evaluate cloud broker by CBC benchmark	Cloud service selection (CSS) algorithm	Query encoding, k-nearest neighbor	Le Duy et al. (2012) [74]
	Best offering selection by brokerage based architecture	Indexing technique B+-tree	Encoded and analyzed, index key	Sundareswaran et al. (2012) [73]
	Monitoring and detecting SLA violation	DeSVi architecture	Low level metrics to high level SLAs	Emeakaroha et al. (2012) [80]
	SLA aware cloud considering by data structure SLA tree	SLaaS, SLA tree	SLA aware provisioning	Bouchenak [81], Chi et al. [82]
	A policy based mechanism of service provider selection	Assessing risk by semiautomated system	Low cost with trust and compliance	Pearson and Sander [83]
Heuristic and holistic	Energy aware heuristics provision of data center resources	Energy efficient allocation policies and algorithms	Power usage, QoS	Beloglazov et al. [87]
	Four architectural schemas for autonomic resource allocation	Four alternative degree of control	Autonomic management	Casalicchio and Silvestri [88]
	Optimized service life cycle for dependable adaptive dynamic service provisioning	Dempster Shafey analytical hierarchy process (DS-AHP)	Past performance, maintenance, security, and legal	Ferrer et al. [30]
	Accessing federated architecture dynamically	Meta brokering concept	Heterogeneous IaaS aggregation	Kertesz et al. [99]