Global Manager-A Service Broker In An Integrated Cloud Computing, Edge Computing & IoT Environment

被引:0
|
作者
Selvaraj, Kailash [1 ]
Mukherjee, Saswati [2 ]
机构
[1] Ctr Dev Adv Comp C DAC, Chennai, Tamil Nadu, India
[2] Anna Univ, Coll Engn, Chennai, Tamil Nadu, India
关键词
Integrated cloud edge environment; Service broker; Service negotiation; ALGORITHM; OPTIMIZATION; SELECTION; INTERNET;
D O I
10.3837/tiis.2022.06.008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The emergence of technologies like Big data analytics, Industrial Internet of Things, Internet of Things, and applicability of these technologies in various domains leads to increased demand in the underlying execution environment. The demand may be for compute, storage, and network resources. These demands cannot be effectively catered by the conventional cloud environment, which requires an integrated environment. The task of finding an appropriate service provider is tedious for a service consumer as the number of service providers drastically increases and the services provided are heterogeneous in the specification. A service broker is essential to find the service provider for varying service consumer requests. Also, the service broker should be smart enough to make the service providers best fit for consumer requests, ensuring that both service consumer and provider are mutually beneficial. A service broker in an integrated environment named Global Manager is proposed in the paper, which can find an appropriate service provider for every varying service consumer request. The proposed Global Manager is capable of identification of parameters for service negotiation with the service providers thereby making the providers the best fit to the maximum possible extent for every consumer request. The paper describes the architecture of the proposed Global Manager, workflow through the proposed algorithms followed by the pilot implementation with sample datasets retrieved from literature and synthetic data. The experimental results are presented with a few of the future work to be carried out to make the Manager more sustainable and serviceable.
引用
收藏
页码:1913 / 1934
页数:22
相关论文
共 50 条
  • [21] A Privacy Manager for Cloud Computing
    Pearson, Siani
    Shen, Yun
    Mowbray, Miranda
    [J]. CLOUD COMPUTING, PROCEEDINGS, 2009, 5931 : 90 - 106
  • [22] IoT-RECSM-Resource-Constrained Smart Service Migration Framework for IoT Edge Computing Environment
    Zhai, Zhongyi
    Xiang, Ke
    Zhao, Lingzhong
    Cheng, Bo
    Qian, Junyan
    Wu, Jinsong
    [J]. SENSORS, 2020, 20 (08)
  • [23] Improvising service broker policies in fog integrated cloud environment
    Bisht, Jyoti
    Subrahmanyam, V. V.
    [J]. INTERNATIONAL JOURNAL OF COMMUNICATION NETWORKS AND DISTRIBUTED SYSTEMS, 2022, 28 (05) : 534 - 553
  • [24] Trust Integrated Federated Architecture Ranking Service Models in Cloud Computing Environment
    Saravanan, M.
    Aramudhan, M.
    [J]. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON COMMUNICATION AND NETWORKS, 2017, 508 : 223 - 232
  • [25] INTEGRATION OF EDGE COMPUTING WITH CLOUD COMPUTING
    Mittal, Saksham
    Negi, Neelam
    Chauhan, Rahul
    [J]. 2017 INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN COMPUTING AND COMMUNICATION TECHNOLOGIES (ICETCCT), 2017, : 241 - 246
  • [26] Cloud computing using load balancing and service broker policy for IT service: a taxonomy and survey
    Jyoti, Amrita
    Shrimali, Manish
    Tiwari, Shailesh
    Singh, Harivans Pratap
    [J]. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020, 11 (11) : 4785 - 4814
  • [27] Cloud computing using load balancing and service broker policy for IT service: a taxonomy and survey
    Amrita Jyoti
    Manish Shrimali
    Shailesh Tiwari
    Harivans Pratap Singh
    [J]. Journal of Ambient Intelligence and Humanized Computing, 2020, 11 : 4785 - 4814
  • [28] A Note on the Convergence of IoT, Edge, and Cloud Computing in Smart Cities
    Fazio, Maria
    Ranjan, Rajiv
    Girolami, Michele
    Taheri, Javid
    Dustdar, Schahram
    Villari, Massimo
    [J]. IEEE CLOUD COMPUTING, 2018, 5 (05): : 22 - 24
  • [29] Orchestration of Optical Networks and Cloud/Edge Computing for IoT Services
    Munoz, R.
    Vilalta, R.
    Casellas, R.
    Martinez, R.
    Yoshikane, N.
    Tsuritani, T.
    Morita, I
    [J]. 2019 24TH OPTOELECTRONICS AND COMMUNICATIONS CONFERENCE (OECC) AND 2019 INTERNATIONAL CONFERENCE ON PHOTONICS IN SWITCHING AND COMPUTING (PSC), 2019,
  • [30] Share-to-Run IoT Services in Edge Cloud Computing
    Pham, Chuan
    Nguyen, Duong Tuan
    Njah, Yosra
    Tran, Nguyen H.
    Nguyen, Kim Khoa
    Cheriet, Mohamed
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (01): : 497 - 509