CLOUD BROKER RECOMMENDATION FRAMEWORK TO PROVIDE TRUSTWORTHY CLOUD SERVICES TO THE END USER

被引:0
|
作者
Marimuthu, M. [1 ]
Akilandeswari, J. [2 ]
Varasree, B. [3 ]
Gunupudi, Rajesh Kumar [4 ]
Ramasubbareddy, Somula [4 ]
机构
[1] Sona Coll Technol, Dept Comp Sci & Engn, Salem, India
[2] Sona Coll Technol, Dept Informat Technol, Salem, India
[3] Inst Aeronaut Engn, Informat Technol, Hyderabad, India
[4] VNRVJIET, Informat Technol, Hyderabad, India
来源
关键词
cloud broker; cloud service provider; end user; recommendation framework; logistic regression; SELECTION; AWARE; RANKING;
D O I
10.12694/scpe.v23i4.2034
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In recent years, many cloud services have become available on the Website. Discovering suitable cloud services for the end user is incredibly complex and difficult. The cloud brokerage service is an application that aids in providing solutions for this problem. It recommends suitable cloud service providers to the end users depending on their relevant requirements. The Internet provides access to a wide variety of cloud brokers. As a result, choosing a cloud broker or service provider is both time-consuming and tedious. It is now becoming a necessity to choose a proper cloud brokerage service based on trust. Research works found in the literature address some of the issues and provide feasible solutions by proposing frameworks, optimizations and rule based algorithms. However, those works focus solely on delivering a trustworthy service to the end user through application of techniques and algorithms. There is no proper framework model in place to provide suitable and trustworthy recommended services to the users. This article provides a detailed description of the frameworks that are offered by the researchers, including issues and proposes a trustworthy recommendation framework (TRF) to provide trustworthy services to the end user. This article also presents a Trustworthy Recommended Weighted value (TRWv) approach for determining trustworthy services, and it is discovered that the proposed method achieves high accuracy (91.3%) when compared to similar works.
引用
收藏
页码:303 / 319
页数:17
相关论文
共 50 条
  • [31] A Framework to Integrate Multiple Cloud Storage Services and Provide Consistent Feature Set
    Shah, Surbhi
    Nair, Abhishek
    Thakar, Urjita
    [J]. 2014 ANNUAL IEEE INDIA CONFERENCE (INDICON), 2014,
  • [32] Development Framework for Cloud Services
    Binh Minh Nguyen
    Viet Tran
    Hluchy, Ladislav
    [J]. NETWORK COMPUTING AND INFORMATION SECURITY, 2012, 345 : 137 - 147
  • [33] Cloud Services: A Strategy and a Framework
    Guerin, Matthieu
    [J]. ENRICHING COMMUNICATIONS, 2011, 5 (02):
  • [34] Approach for Cloud Recommendation and Integration to Construct User-Centric Hybrid Cloud
    Park, Joonseok
    Yun, Donggyu
    Kim, Ungsoo
    Yeom, Keunhyuk
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON SMART CLOUD (SMARTCLOUD), 2017, : 24 - 32
  • [35] Virtual Cloud Bank: Cloud Service Broker for Intermediating Services Based on Semantic Analysis Models
    Park, Joonseok
    An, Youngmin
    Yeom, Keunhyuk
    [J]. IEEE 12TH INT CONF UBIQUITOUS INTELLIGENCE & COMP/IEEE 12TH INT CONF ADV & TRUSTED COMP/IEEE 15TH INT CONF SCALABLE COMP & COMMUN/IEEE INT CONF CLOUD & BIG DATA COMP/IEEE INT CONF INTERNET PEOPLE AND ASSOCIATED SYMPOSIA/WORKSHOPS, 2015, : 1022 - 1029
  • [36] Concept Recommendation System for Cloud Services Advertisement
    Afify, Yasmine M.
    Moawad, Ibrahim F.
    Badr, Nagwa L.
    Tolba, Mohamed Fahmy
    [J]. ADVANCED MACHINE LEARNING TECHNOLOGIES AND APPLICATIONS, AMLTA 2014, 2014, 488 : 57 - 66
  • [37] Description, discovery, and recommendation of Cloud services: a survey
    Nabli, Hajer
    Ben Djemaa, Raoudha
    Ben Amor, Ikram Amous
    [J]. SERVICE ORIENTED COMPUTING AND APPLICATIONS, 2022, 16 (03) : 147 - 166
  • [38] Description, discovery, and recommendation of Cloud services: a survey
    Hajer Nabli
    Raoudha Ben Djemaa
    Ikram Amous Ben Amor
    [J]. Service Oriented Computing and Applications, 2022, 16 : 147 - 166
  • [39] End-to-End Availability of Cloud Services
    Netes, Victor
    [J]. PROCEEDINGS OF THE 2018 22ND CONFERENCE OF OPEN INNOVATIONS ASSOCIATION (FRUCT), 2018, : 198 - 203
  • [40] A Blockchain-based Trustworthy Cloud Services Digital Ecosystem
    Bellini, Emanuele
    Aversa, Iolanda
    Cimato, Stelvio
    Esposito, Antonio
    [J]. 2022 IEEE INTERNATIONAL CONFERENCE ON CYBER SECURITY AND RESILIENCE (IEEE CSR), 2022, : 118 - 124