A Classification-Based Virtual Machine Placement Algorithm in Mobile Cloud Computing

被引：9
|
作者：
Tang, Yuli [1 ]
Hu, Yao [1 ]
Zhang, Lianming [1 ]
机构：
[1] Hunan Normal Univ, Key Lab Internet Things Technol & Applicat, Coll Phys & Informat Sci, Changsha 410081, Hunan, Peoples R China
来源：
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS | 2016年 / 10卷 / 05期
基金：
中国国家自然科学基金;
关键词：
mobile cloud computing; virtual machine placement; resource equilibrium; task response time; placement efficiency; wireless network; ARCHITECTURE; FRAMEWORK; ART;
D O I：
10.3837/tiis.2016.05.003
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In recent years, cloud computing services based on smart phones and other mobile terminals have been a rapid development. Cloud computing has the advantages of mass storage capacity and high-speed computing power, and it can meet the needs of different types of users, and under the background, mobile cloud computing (MCC) is now booming. In this paper, we have put forward a new classification-based virtual machine placement (CBVMP) algorithm for MCC, and it aims at improving the efficiency of virtual machine (VM) allocation and the disequilibrium utilization of underlying physical resources in large cloud data center. By simulation experiments based on CloudSim cloud platform, the experimental results show that the new algorithm can improve the efficiency of the VM placement and the utilization rate of underlying physical resources.
引用
收藏
页码：1998 / 2014
页数：17
相关论文
共 50 条
  • [41] Metaheuristic Approaches to Virtual Machine Placement in Cloud Computing: A Review
    Alboaneen, Dabiah Ahmed
    Tianfield, Huaglory
    Zhang, Yan
    2016 15TH INTERNATIONAL SYMPOSIUM ON PARALLEL AND DISTRIBUTED COMPUTING (ISPDC), 2016, : 214 - 221
  • [42] Virtual Machine Placement Method for Energy Saving in Cloud Computing
    Wattanasomboon, Pragan
    Somchit, Yuthapong
    2015 7TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND ELECTRICAL ENGINEERING (ICITEE), 2015, : 275 - 280
  • [43] Elastic virtual machine placement in cloud computing network environments
    Kavvadia, Eleni
    Sagiadinos, Spyros
    Oikonomou, Konstantinos
    Tsioutsiouliklis, Giorgos
    Aissa, Sonia
    COMPUTER NETWORKS, 2015, 93 : 435 - 447
  • [44] A multi-objective ant colony system algorithm for virtual machine placement in cloud computing
    Gao, Yongqiang
    Guan, Haibing
    Qi, Zhengwei
    Hou, Yang
    Liu, Liang
    JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 2013, 79 (08) : 1230 - 1242
  • [45] Hybrid meta-heuristic algorithm for optimal virtual machine placement and migration in cloud computing
    Henry, Niroshini Infantia
    Anbuananth, C.
    Kalarani, S.
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 34 (28):
  • [46] An Improved Ant Colony Algorithm for Solving a Virtual Machine Placement Problem in a Cloud Computing Environment
    Alharbe, Nawaf
    Rakrouki, Mohamed Ali
    Aljohani, Abeer
    IEEE ACCESS, 2022, 10 : 44869 - 44880
  • [47] A Unified Algorithm for Virtual Desktops Placement in Distributed Cloud Computing
    Zhang, Jiangtao
    Zhang, Lingmin
    Huang, Hejiao
    Wang, Xuan
    Gu, Chonglin
    He, Zhixiang
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2016, 2016
  • [48] Virtual Machine Placement and Workload Assignment for Mobile Edge Computing
    Wang, Wei
    Zhao, Yongli
    Tornatore, Massimo
    Gupta, Abhishek
    Zhang, Jie
    Mukherjee, Biswanath
    PROCEEDINGS OF THE 2017 IEEE 6TH INTERNATIONAL CONFERENCE ON CLOUD NETWORKING (CLOUDNET), 2017, : 29 - 34
  • [49] An Efficient Virtual Machine Consolidation Algorithm for Cloud Computing
    Yuan, Ling
    Wang, Zhenjiang
    Sun, Ping
    Wei, Yinzhen
    ENTROPY, 2023, 25 (02)
  • [50] Research on Virtual Machine Placement in the Cloud Based on Improved Simulated Annealing Algorithm
    Su, Nan
    Shi, Aiwu
    Chen, Changnian
    Chen, E.
    Wang, Yuxuan
    2016 WORLD AUTOMATION CONGRESS (WAC), 2016,
12345