Effective Management of Data Centers Resources for Load Balancing in Cloud Computing

被引:4
|
作者
Tiwari, Pradeep Kumar [1 ]
Joshi, Sandeep [1 ,2 ]
机构
[1] Manipal Univ, Comp Sci & Engn Dept, Jaipur, Rajasthan, India
[2] Manipal Univ, Jaipur, Rajasthan, India
关键词
Cloud Computing; Load Balancing; Virtual Machine Migration; Virtual Machine;
D O I
10.4018/IJIRR.2018040103
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An effective load balancing mechanism maximizes the throughput minimizes the response time with fault tolerance. Load imbalance problems occasionally occur during the over-demanding of resources from VMs. Load balance mechanisms manage the load by allocating jobs and reallocation of VMs. This article proposes the Dynamic Weighted Live Migration (DWLM) mechanism. DWLM mechanism based on LP-formulation-based heuristic approaches to dynamically manage load balancing. DWLM approaches use transfer, selection, and location polices. These policies work based on an information policy. The authors map the result in migration time, throughput, response time and fault tolerance. The proposed DWLM mechanism gives the best results from Equally Spared Current Execution (ESCEL) and Push-Pull mechanisms. A comparison table and associated charts show the efficiency of the proposed DWLM mechanism.
引用
收藏
页码:40 / 56
页数:17
相关论文
共 50 条
  • [41] Fuzzy dynamic load balancing in Virtualized Data Centers of SaaS cloud provider
    Nine, Md. S. Q. Zulkar
    Azad, Abul Kalam
    Abdullah, Saad
    Rahman, Rashedur M.
    [J]. International Journal of Fuzzy System Applications, 2015, 4 (03) : 50 - 71
  • [42] Research on Load Balancing Method in Cloud Computing
    Wang, Qingyu
    Liu, Dongfei
    [J]. PROCEEDINGS OF 2018 IEEE 3RD ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC 2018), 2018, : 1489 - 1493
  • [43] Load Balancing Challenges in Cloud Computing: A Survey
    Khan, Rafiqul Zaman
    Ahmad, Mohammad Oqail
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SIGNAL, NETWORKS, COMPUTING, AND SYSTEMS (ICSNCS 2016), VOL 2, 2016, 396 : 25 - 32
  • [44] Load Balancing in Cloud Computing: Challenges & Issues
    Joshi, Shalini
    Kumari, Uma
    [J]. PROCEEDINGS OF THE 2016 2ND INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING AND INFORMATICS (IC3I), 2016, : 120 - 125
  • [45] Optimized Load Balancing Using Cloud Computing
    Gilani, Wajahat Ali
    Javaid, Nadeem
    Khan, Muhammad KaleemUllah
    Maqbool, Hammad
    Ali, Sajid
    Qureshi, Danish Majeed
    [J]. ADVANCES IN NETWORK-BASED INFORMATION SYSTEMS, NBIS-2018, 2019, 22 : 260 - 272
  • [46] Load balancing in cloud computing: A big picture
    Mishra, Sambit Kumar
    Sahoo, Bibhudatta
    Parida, Priti Paramita
    [J]. JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2020, 32 (02) : 149 - 158
  • [47] Fuzzy Randomized Load Balancing for Cloud Computing
    Sagar, Saurabh
    Ahmed, Mushtaq
    Husain, Mohammed Yaseen
    [J]. ADVANCES ON P2P, PARALLEL, GRID, CLOUD AND INTERNET COMPUTING, 3PGCIC-2021, 2022, 343 : 18 - 29
  • [48] A scheduling strategy on load balancing in cloud computing
    College of Computer Science, Chongqing University, Chongqing
    400044, China
    不详
    401122, China
    [J]. Xitong Gongcheng Lilum yu Shijian, (269-275):
  • [49] The Load Balancing Algorithm in Cloud Computing Environment
    Ren, Haozheng
    Lan, Yihua
    Yin, Chao
    [J]. PROCEEDINGS OF 2012 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2012), 2012, : 925 - 928
  • [50] Study of load balancing algorithms for Cloud Computing
    Handur, Vidya S.
    Belkar, Supriya
    Deshpande, Santosh
    Marakumbi, Prakash R.
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON GREEN COMPUTING AND INTERNET OF THINGS (ICGCIOT 2018), 2018, : 173 - 176