Optimal resource provisioning for cloud computing environment

被引:47
|
作者
Li, Chunlin [1 ]
Li, La Yuan [1 ]
机构
[1] Wuhan Univ Technol, Dept Comp Sci, Wuhan 430063, Peoples R China
来源
JOURNAL OF SUPERCOMPUTING | 2012年 / 62卷 / 02期
基金
中国国家自然科学基金;
关键词
Cloud computing; Resource provisioning; Software as a Service (SaaS); Profit maximization;
D O I
10.1007/s11227-012-0775-9
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The paper presents an efficient cloud resource provisioning approach. The Software as a Service (SaaS) provider leases resources from cloud providers and also leases software as services to SaaS users. The SaaS providers aim at minimizing the payment of using VMs from cloud providers, and want to maximize the profit earned through serving the SaaS users' requests. The SaaS providers also guarantee meeting quality of service (QoS) requirements of the SaaS users. The cloud provider is to maximize the profit without exceeding the upper bound of energy consumption of cloud provider for provisioning virtual machines (VMs) to the SaaS provider. The SaaS users purpose to obtain the optimized QoS to accomplish their jobs with a limited budget and deadline. The proposed optimal cloud resource provisioning algorithm includes two sub-algorithms at different levels: interaction between the SaaS user and SaaS provider at the application layer and interaction between the SaaS provider and cloud resource provider at the resource layer. Simulations are conducted to compare the performance of proposed cloud resource provisioning algorithm with related work.
引用
收藏
页码:989 / 1022
页数:34
相关论文
共 50 条
  • [31] Research on Optimal Scheduling of the Cloud Computing Resource based on the Genetic Algorithm in Distributed Computing Environment
    Yuan, Baoli
    Geng, Bin
    Sun, Hongmei
    INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING, 2014, 7 (06): : 201 - 210
  • [32] Efficient dynamic resource provisioning based on credibility in cloud computing
    P. Vinothiyalakshmi
    R. Anitha
    Wireless Networks, 2021, 27 : 2217 - 2229
  • [33] Reliable and Energy Efficient Resource Provisioning and Allocation in Cloud Computing
    Sharma, Yogesh
    Javadi, Bahman
    Si, Weisheng
    Sun, Daniel
    PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON UTILITY AND CLOUD COMPUTING (UCC' 17), 2017, : 57 - 66
  • [34] Dynamic Resource Provisioning in Cloud Computing: A Randomized Auction Approach
    Zhang, Linquan
    Li, Zongpeng
    Wu, Chuan
    2014 PROCEEDINGS IEEE INFOCOM, 2014, : 433 - 441
  • [35] An Online Auction Framework for Dynamic Resource Provisioning in Cloud Computing
    Shi, Weijie
    Zhang, Linquan
    Wu, Chuan
    Li, Zongpeng
    Lau, Francis C. M.
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2016, 24 (04) : 2060 - 2073
  • [36] Multiagent system for dynamic resource provisioning in cloud computing platforms
    Ralha, Celia Ghedini
    Mendes, Aldo H. D.
    Laranjeira, Luiz A.
    Araujo, Aleteia P. F.
    Melo, Alba C. M. A.
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 94 : 80 - 96
  • [37] An Adaptive Control Method for Resource Provisioning with Resource Utilization Constraints in Cloud Computing
    Siqian Gong
    Beibei Yin
    Zheng Zheng
    Kai-yuan Cai
    International Journal of Computational Intelligence Systems, 2019, 12 : 485 - 497
  • [38] An Adaptive Control Method for Resource Provisioning with Resource Utilization Constraints in Cloud Computing
    Gong, Siqian
    Yin, Beibei
    Zheng, Zheng
    Cai, Kai-yuan
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2019, 12 (02) : 485 - 497
  • [39] TOWARDS OPTIMAL RESOURCE ALLOCATION FOR DIFFERENTIATED MULTIMEDIA SERVICES IN CLOUD COMPUTING ENVIRONMENT
    Nan, Xiaoming
    He, Yifeng
    Guan, Ling
    2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
  • [40] Using Mathematical Modeling in Provisioning a Heterogeneous Cloud Computing Environment
    Yeo, Sungkap
    Lee, Hsien-Hsin S.
    COMPUTER, 2011, 44 (08) : 55 - 62