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Service provisioning techniques | Features | Solving approaches | Attributes | References |
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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] |
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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] |
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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] |
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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] |
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