Cloud services selection: A systematic review and future research directions

被引:15
作者
Thakur, Neha [1 ]
Singh, Avtar [1 ]
Sangal, A. L. [1 ]
机构
[1] Dr BR Ambedkar Natl Inst Technol Jalandhar Punjab, Jalandhar 144011, Punjab, India
关键词
Cloud computing; Cloud services; Multi -criteria decision making; Ontology; Cloud services selection; Systematic review; RECOMMENDATION SYSTEM; MODEL; ALGORITHM; RANKING; PREDICTION; FRAMEWORK;
D O I
10.1016/j.cosrev.2022.100514
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cloud computing has developed in popularity as a large-scale computing paradigm that offers a range of computing resources as a service through the internet on a pay-as-you-go basis. The expansion in demand and commercial availability of cloud services brings new challenges to cloud services selection. Several research studies have been conducted to develop enhanced methodologies to assist service consumers in selecting appropriate services. In this paper, 105 primary studies published during January, 2011 to May, 2022 has been selected using a multi-stage scrutinizing approach. The selected preliminary studies were further classified based on various variables to answer the research questions stated for this work. A systematic review of existing cloud service selection approaches is performed, which are analyzed along eight dimensions: decision-making methods, context, purposes, cloud service performance parameters, simulation/language tools, domain, datasets, and experiment/validation methods. After a thorough review and comparison of these approaches across the above-mentioned dimensions, several open research issues in the current literature have been identified. The contribution of this research is fourfold: focusing on state-of-the-art cloud services selection approaches, highlighting the benefits and drawbacks of various cloud services selection methodologies and their future directions, offering a taxonomy based on a thorough literature study, and identifying nine critical challenges in cloud services selection that require further investigation. This systematic review study is anticipated to benefit both academics and business experts. (c) 2022 Elsevier Inc. All rights reserved.
引用
收藏
页数:32
相关论文
共 118 条
[1]   FIPA-based reference architecture for efficient discovery and selection of appropriate cloud service using cloud ontology [J].
Abbas, Ghulam ;
Mehmood, Amjad ;
Lloret, Jaime ;
Raza, Muhammad Summair ;
Ibrahim, Muhammad .
INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2020, 33 (14)
[2]  
Abdelaziz A., 2018, C ADV INTELLIGENT SY, V639, P289, DOI [10.1007/978-3-319-64861-3_27, DOI 10.1007/978-3-319-64861-3_27]
[3]  
Akshya Kaveri B., 2017, Smart Secure Systems - IoT and Analytics Perspective: Second International Conference on Intelligent Information Technologies, ICIIT 2017. Communications in Computer and Information Science (808), P224, DOI 10.1007/978-981-10-7635-0_17
[4]  
Alabool H. M., 2013, AUST J BASIC APPL SC, V7, P211
[5]   Efficiency Measurement of Cloud Service Providers Using Network Data Envelopment Analysis [J].
Azadi, Majid ;
Emrouznejad, Ali ;
Ramezani, Fahimeh ;
Hussain, Farookh Khadeer .
IEEE TRANSACTIONS ON CLOUD COMPUTING, 2022, 10 (01) :348-355
[6]   Fuzzy service conceptual ontology system for cloud service recommendation [J].
Balaji, Saravana B. ;
karthikeyan, N. k ;
Kumar, Raj R. S. .
COMPUTERS & ELECTRICAL ENGINEERING, 2018, 69 :435-446
[7]   Cloud Computing Technology Selection Based on Interval Valued Intuitionistic Fuzzy COPRAS [J].
Buyukozkan, Gulcin ;
Gocer, Fethullah ;
Feyzioglu, Orhan .
ADVANCES IN FUZZY LOGIC AND TECHNOLOGY 2017, VOL 1, 2018, 641 :318-329
[8]   Multi-tenant attribute-based access control for cloud infrastructure services [J].
Canh Ngo ;
Demchenko, Yuri ;
de Laat, Cees .
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2016, 27-28 :65-84
[9]   Introducing Hybrid Technique for Optimization of Book Recommender System [J].
Chandak, Manisha ;
Girase, Sheetal ;
Mukhopadhyay, Debajyoti .
INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING TECHNOLOGIES AND APPLICATIONS (ICACTA), 2015, 45 :23-31
[10]  
Chang Y.-C., 2014, INTERENT VEHICLES TE, P376, DOI DOI 10.1007/978-3-319-11167-4_37