Dynamic VM allocation and traffic control to manage QoS and energy consumption in cloud computing environment

被引:22
|
作者
Hanini, Mohamed [1 ]
El Kafhali, Said [1 ]
Salah, Khaled [2 ]
机构
[1] Hassan 1st Univ, Fac Sci & Technol, Comp Networks Mobil & Modelling Lab, Settat, Morocco
[2] Khalifa Univ Sci & Technol, Elect & Comp Engn Dept, Abu Dhabi, U Arab Emirates
关键词
queueing theory; cloud data centre; virtual machines; performance analysis; quality of service; energy consumption; SERVICE; PERFORMANCE; CHALLENGES; QUALITY; MODEL; SAAS;
D O I
10.1504/IJCAT.2019.101168
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In the last few years, cloud computing technology has revolutionised the IT industry. However, the guarantee of the desired Quality of Service (QoS) and the power consumption control are two of the major challenges that this paradigm poses. In this paper, we propose a mechanism combining a scheme for virtual machine utilisation with a mechanism to control the access for incoming requests to the virtual machine monitor. The number of activated virtual machines is defined according to the workload, and the control access is based on the number of requests. The studied mechanism and its performance parameters are described by a mathematical model, and a power consumption model is built and evaluated. Numerical examples evaluating QoS parameters are given. Moreover, the impact of the proposed mechanism on the behaviour of energy consumption is evaluated. Analysis of the obtained results shows the positive impact of the proposed mechanism.
引用
收藏
页码:307 / 316
页数:10
相关论文
共 50 条
  • [21] Access control based resource allocation in cloud computing environment
    [J]. Liu, Jinliang (836251714@qq.com), 1600, Femto Technique Co., Ltd. (19):
  • [22] Security and QoS Guarantee-based Resource Allocation within Cloud Computing Environment
    Hamze, Mohamad
    Harb, Hassan
    Zahwe, Oussama
    Abou Taam, Mohamad
    [J]. 2018 IEEE MIDDLE EAST AND NORTH AFRICA COMMUNICATIONS CONFERENCE (MENACOMM), 2018, : 217 - 222
  • [23] Dynamic VM Provisioning for TORQUE in a Cloud Environment
    Zhang, S.
    Boland, L.
    Coddington, P.
    Sevior, M.
    [J]. 20TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS (CHEP2013), PARTS 1-6, 2014, 513
  • [24] Integrating Cloud Application Autoscaling with Dynamic VM Allocation
    Tighe, Michael
    Bauer, Michael
    [J]. 2014 IEEE NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (NOMS), 2014,
  • [25] Dynamic Resource Allocation Using Virtual Machines for Cloud Computing Environment
    Xiao, Zhen
    Song, Weijia
    Chen, Qi
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2013, 24 (06) : 1107 - 1117
  • [26] Dynamic Resource Allocation Strategy in Mobile Edge Cloud Computing Environment
    Lin, Qiang
    [J]. MOBILE INFORMATION SYSTEMS, 2021, 2021
  • [27] Literature Review: Dynamic Resource Allocation Mechanism In Cloud Computing Environment
    Jayanthi, S.
    [J]. 2014 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATION AND COMPUTATIONAL ENGINEERING (ICECCE), 2014, : 279 - 281
  • [28] Enhanced Resource Control in Cloud Environment using Optimized VM Allocation in Data Centers
    Sharma, Vikrant
    Bhardwaj, Shambhu
    [J]. 2nd IEEE International Conference on Advanced Technologies in Intelligent Control, Environment, Computing and Communication Engineering, ICATIECE 2022, 2022,
  • [29] Adaptive Computational Solutions to Energy Efficiency in Cloud Computing Environment Using VM Consolidation
    Magotra, Bhagyalakshmi
    Malhotra, Deepti
    Dogra, Amit Kr
    [J]. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2023, 30 (03) : 1789 - 1818
  • [30] Dynamic Threshold-Based Dynamic Resource Allocation Using Multiple VM Migration for Cloud Computing Systems
    Seth, Sonam
    Singh, Nipur
    [J]. INFORMATION, COMMUNICATION AND COMPUTING TECHNOLOGY, 2017, 750 : 106 - 116