Energy-efficient VM-placement in cloud data center

被引:58
|
作者
Mishra, Sambit Kumar [1 ]
Puthal, Deepak [2 ]
Sahoo, Bibhudatta [1 ]
Jayaraman, Prem Prakash [3 ]
Jun, Song [4 ]
Zomaya, Albert Y. [5 ]
Ranjan, Rajiv [4 ,6 ]
机构
[1] Natl Inst Technol Rourkela, Rourkela, India
[2] Univ Technol Sydney, Sydney, NSW, Australia
[3] Swinburne Univ Technol, Hawthorn, Vic, Australia
[4] Chinese Univ Geosci, Wuhan, Hubei, Peoples R China
[5] Univ Sydney, Sydney, NSW, Australia
[6] Newcastle Univ, Newcastle Upon Tyne, Tyne & Wear, England
关键词
Cloud computing; Energy consumption; VM consolidation; Task scheduling; Makespan; VIRTUAL MACHINE PLACEMENT; CONSOLIDATION; STRATEGIES;
D O I
10.1016/j.suscom.2018.01.002
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Employing cloud computing to acquire the benefit of cloud by optimizing various parameters that meet changing demands is a challenging task. The optimal mapping of tasks to virtual machines (VMs) and VMs to physical machines (PMs) (known as VM placement) problem are necessary for advancing energy consumption and resource utilization. High heterogeneity of tasks as well as resources, great dynamism and virtualization make the consolidation issue more complicated in the cloud computing system. In this paper, a complete mapping (i.e., task VM and VM to PM) algorithm is proposed. The tasks are classified according to their resource requirement and then searching for the appropriate VM and again searching for the appropriate PM where the selected VM can be deployed. The proposed algorithm reduces the energy consumption by depreciating the number of active PMs, while also minimizes the makespan and task rejection rate. We have evaluated our proposed approach in CloudSim simulator, and the results demonstrate the effectiveness of the proposed algorithm over some existing standard algorithms. (C) 2018 Published by Elsevier Inc.
引用
收藏
页码:48 / 55
页数:8
相关论文
共 50 条
  • [41] A multi-objective approach for energy-efficient and reliable dynamic VM consolidation in cloud data centers
    Sayadnavard, Monireh H. H.
    Haghighat, Abolfazl Toroghi
    Rahmani, Amir Masoud
    [J]. ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, 2022, 26
  • [42] Rank Based Ant Colony Optimization for Energy Efficient VM Placement On Cloud
    Verma, Anjali
    Tripathi, Priyanka
    [J]. PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON INVENTIVE SYSTEMS AND CONTROL (ICISC 2018), 2018, : 1020 - 1026
  • [43] Energy and Carbon Efficient VM Placement and Migration Technique for Green Cloud Datacenters
    Wadhwa, Bharti
    Verma, Amandeep
    [J]. 2014 SEVENTH INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING (IC3), 2014, : 189 - 193
  • [44] An energy-efficient virtual machine placement and route scheduling scheme in data center networks
    Yang, Ting
    Pen, Haibo
    Li, Wei
    Zomaya, Albert Y.
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2017, 77 : 1 - 11
  • [45] An Overview of Energy-Efficient Cloud Data Centres
    Alsbatin, Loiy
    Oz, Gurcu
    Ulusoy, Ali Hakan
    [J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTER AND APPLICATIONS (ICCA), 2017, : 211 - 214
  • [46] Failure-aware energy-efficient VM consolidation in cloud computing systems
    Sharma, Yogesh
    Si, Weisheng
    Sun, Daniel
    Javadi, Bahman
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 94 : 620 - 633
  • [47] Energy-Efficient Data Center Networks Planning with Virtual Machine Placement and Traffic Configuration
    Yang, Ting
    Lee, Young Choon
    Zomaya, Albert Y.
    [J]. 2014 IEEE 6TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING TECHNOLOGY AND SCIENCE (CLOUDCOM), 2014, : 284 - 291
  • [48] Profile-based Static Virtual Machine Placement for Energy-Efficient Data center
    Alharbi, Fares
    Tain, Yu Chu
    Tang, Maolin
    Sarker, Tusher Kumer
    [J]. PROCEEDINGS OF 2016 IEEE 18TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS; IEEE 14TH INTERNATIONAL CONFERENCE ON SMART CITY; IEEE 2ND INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (HPCC/SMARTCITY/DSS), 2016, : 1045 - 1052
  • [49] Energy Optimized VM Placement in Cloud Environment
    Kaur, Amandeep
    Kalra, Mala
    [J]. 2016 6TH INTERNATIONAL CONFERENCE - CLOUD SYSTEM AND BIG DATA ENGINEERING (CONFLUENCE), 2016, : 141 - 145
  • [50] Energy-efficient cloud data center with fair service level agreement for green computing
    Ming-Jeng Yang
    [J]. Cluster Computing, 2021, 24 : 3337 - 3349