Energy and performance efficient Underloading Detection Algorithm of Virtual Machines in Cloud Data Centers

被引:1
|
作者
Fang, Juan [1 ]
Zhou, Lifu [1 ]
Hao, Xiaoting [1 ]
Cai, Min [1 ]
Ren, Xingtian [1 ]
机构
[1] Beijing Univ Technol, Coll Comp Sci, Beijing, Peoples R China
关键词
cloud center; virtual machine; underloading detection algorithm;
D O I
10.1109/CLUSTER.2016.72
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The problem of high energy consumption is becoming more and more serious due to the construction of large-scale cloud data centers. Detecting and switching underloading hosts into sleep mode is the key approach to reduce energy consumption. In this paper, we propose Minimum Utilization with Threshold algorithm to reduce energy consumption and VLA violation. We use the simulator CloudSim in our experiment with our algorithm and have a significant reduction on both energy consumption and SLA violation based on our data.
引用
收藏
页码:134 / 135
页数:2
相关论文
共 50 条
  • [1] Energy-efficient migration and consolidation algorithm of virtual machines in data centers for cloud computing
    Li, Hongjian
    Zhu, Guofeng
    Cui, Chengyuan
    Tang, Hong
    Dou, Yusheng
    He, Chen
    [J]. COMPUTING, 2016, 98 (03) : 303 - 317
  • [2] Energy-efficient migration and consolidation algorithm of virtual machines in data centers for cloud computing
    Hongjian Li
    Guofeng Zhu
    Chengyuan Cui
    Hong Tang
    Yusheng Dou
    Chen He
    [J]. Computing, 2016, 98 : 303 - 317
  • [3] A learning automata-based algorithm for energy and SLA efficient consolidation of virtual machines in cloud data centers
    Ranjbari, Milad
    Torkestani, Javad Akbari
    [J]. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2018, 113 : 55 - 62
  • [4] Energy and Carbon-Efficient Placement of Virtual Machines in Distributed Cloud Data Centers
    Khosravi, Atefeh
    Garg, Saurabh Kumar
    Buyya, Rajkumar
    [J]. EURO-PAR 2013 PARALLEL PROCESSING, 2013, 8097 : 317 - 328
  • [5] Energy-efficient virtual machine consolidation algorithm in cloud data centers
    Zhou Zhou
    Hu Zhi-gang
    Yu Jun-yang
    Abawajy, Jemal
    Chowdhury, Morshed
    [J]. JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2017, 24 (10) : 2331 - 2341
  • [6] Energy-efficient virtual machine consolidation algorithm in cloud data centers
    Zhou Zhou
    Zhi-gang Hu
    Jun-yang Yu
    Jemal Abawajy
    Morshed Chowdhury
    [J]. Journal of Central South University, 2017, 24 : 2331 - 2341
  • [7] Energy-efficient virtual machine consolidation algorithm in cloud data centers
    周舟
    胡志刚
    于俊洋
    Jemal Abawajy
    Morshed Chowdhury
    [J]. Journal of Central South University, 2017, 24 (10) : 2331 - 2341
  • [8] Hybrid shuffled frog leaping algorithm for energy-efficient dynamic consolidation of virtual machines in cloud data centers
    Luo, Jian-ping
    Li, Xia
    Chen, Min-rong
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (13) : 5804 - 5816
  • [9] Energy-aware virtual machines allocation by krill herd algorithm in cloud data centers
    Soltanshahi, Minoo
    Asemi, Reza
    Shafiei, Nazi
    [J]. HELIYON, 2019, 5 (07)
  • [10] Energy Efficieny in Virtual Machines Allocation for Cloud Data Centers using the Imperialist Competitive Algorithm
    Asemi, Reza
    Doostsadigh, Elahe
    Ahmadi, Mahmoud
    Malazi, Hadi Tabatabaee
    [J]. PROCEEDINGS 2015 IEEE FIFTH INTERNATIONAL CONFERENCE ON BIG DATA AND CLOUD COMPUTING BDCLOUD 2015, 2015, : 62 - 67