A novel QoS-aware mechanism for provisioning of virtual machine resource in cloud

被引:2
|
作者
Ye Feng [1 ,2 ]
Wang Zhijian [1 ,2 ]
Huang Qian [2 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Comp Sci & Technol, Nanjing 210016, Jiangsu, Peoples R China
[2] Hohai Univ, Coll Comp & Informat, Nanjing, Jiangsu, Peoples R China
关键词
Virtual machine; QoS; provisioning; CloudSim;
D O I
10.1177/1748301816649077
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Efficient low-level resource provisioning and QoS guaranteed are key challenges for cloud computing. Solving such kind of problem can reduce under-or over-utilization of resources, increase users' satisfaction by serving more users during peak hours, and cut down implementation cost for providers and service cost for users. The existing research works focus on the accurate estimation of the capacity needs, static or dynamic virtual machines creation and scheduling. But significant amount of time is required to create and destroy virtual machines which can be used to serve more requests. In this paper, a novel adaptive QoS-aware virtual machine provisioning mechanism is developed that ensures efficient utilization of the system resources. The VM for similar type of requests has been recycled so that the VM creation time can be minimized and used to serve more user requests. In the proposed model, QoS is linked by a low-level infrastructure resource and is ensured by serving all the tasks within the requirements described in SLA. Tasks are separated using queues and different task is given different tasks are assigned into different queue according to their priority. The CloudSim-based simulation experimental results show that a great number of tasks can be served more effectively compared to others which will help to satisfy customers during the peak hour.
引用
收藏
页码:169 / 175
页数:7
相关论文
共 50 条
  • [1] Effective Resource Provisioning for QoS-aware Virtual Networks in SDN
    Podili, Prashanth
    Kataoka, Kotaro
    [J]. NOMS 2018 - 2018 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, 2018,
  • [2] QoS-aware dynamic virtual resource management in the cloud
    Li Yingkui
    [J]. MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 5809 - 5812
  • [3] QoS-aware Virtual Machine Consolidation in Cloud Datacenter
    Monil, Mohammad Alaul Haque
    Malony, Allen D.
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON CLOUD ENGINEERING (IC2E 2017), 2017, : 81 - 87
  • [4] QoS-aware Virtual Machine Placement for Infrastructure Cloud
    Gupta, Madnesh K.
    Jain, Ankit
    Amgoth, Tarachand
    [J]. 2018 INTERNATIONAL CONFERENCE ON COMPUTING, POWER AND COMMUNICATION TECHNOLOGIES (GUCON), 2018, : 346 - 350
  • [5] QoS-aware Resource Provisioning for Big Data Processing in Cloud Computing Environment
    Hassan, Mohammad Mehedi
    Song, Biao
    Hossain, M. Shamim
    Alamri, Atif
    [J]. 2014 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI), VOL 2, 2014, : 107 - 112
  • [6] A Novel QoS-Aware Load Balancing Mechanism in Cloud Environment
    Ye, Feng
    Wu, Shengyan
    Huang, Qian
    Wang, Xu An
    [J]. 2016 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS (INCOS), 2016, : 298 - 301
  • [7] Integrated QoS-aware Resource Provisioning for Parallel and Distributed Applications
    Li, Zengxiang
    Wang, Long
    Zhang, Yu
    Tram Truong-Huu
    Lim, En Sheng
    Mohan, Purnima Murali
    Chen, Shibin
    Ren, Shuqin
    Gurusamy, Mohan
    Qin, Zheng
    Goh, Rick Siow Mong
    [J]. 2015 IEEE/ACM 19TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED SIMULATION AND REAL TIME APPLICATIONS (DS-RT), 2015, : 171 - 178
  • [8] QoS-Aware Cloud Resource Prediction for Computing Services
    Osypanka, Patryk
    Nawrocki, Piotr
    [J]. IEEE TRANSACTIONS ON SERVICES COMPUTING, 2023, 16 (02) : 1346 - 1357
  • [9] Automated Query Relaxation Mechanism for QoS-Aware Service Provisioning
    Adrija Bhattacharya
    Sankhayan Choudhury
    [J]. Arabian Journal for Science and Engineering, 2022, 47 : 1717 - 1732
  • [10] Automated Query Relaxation Mechanism for QoS-Aware Service Provisioning
    Bhattacharya, Adrija
    Choudhury, Sankhayan
    [J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2022, 47 (02) : 1717 - 1732