Load Balancing in Cloud Computing Using Dynamic Load Management Algorithm

被引:0
|
作者
Panwar, Reena [1 ]
Mallick, Bhawna [1 ]
机构
[1] Galgotias Coll Engn & Technol, Dept Comp Sci & Engn, Greater Noida, India
关键词
Cloud Computing; Virtual Machines; Load Balancing; Resource Allocation;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Nowadays, Cloud computing has become essential buzzword in the Information Technology and is a next stage in the evolution of Internet, The Load balancing problem of cloud computing is an important problem and critical component for adequate operations in cloud computing system and it can also prevent the rapid development of cloud computing. Many clients from all around the world are demanding the various services at rapid rate in the recent time. Although various load balancing algorithms have been designed that are efficient in request allocation by the selection of correct virtual machines. In the present paper, a dynamic load management algorithm has been proposed for distribution of the entire incoming request among the virtual machines effectively. Further, the performance is simulated by using CloudAnalyst simulator based on various parameters like data processing time and response time etc. and compared the result with previous designed algorithm VM-Assign. Here results after simulation have demonstrated that the present algorithm has distributed the load uniformly among server through efficient usage of resources uniformly.
引用
收藏
页码:773 / 778
页数:6
相关论文
共 50 条
  • [31] Load balancing of IoT tasks in the cloud computing by using sparrow search algorithm
    Abdulhammed, Omar Younis
    [J]. JOURNAL OF SUPERCOMPUTING, 2022, 78 (03): : 3266 - 3287
  • [32] Load balancing of IoT tasks in the cloud computing by using sparrow search algorithm
    Omar Younis Abdulhammed
    [J]. The Journal of Supercomputing, 2022, 78 : 3266 - 3287
  • [33] Load Balancing in tasks using Honey bee Behavior Algorithm in Cloud Computing
    Kaur, Anureet
    Kaur, Bikrampal
    [J]. 2016 5TH INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS AND EMBEDDED SYSTEMS (WECON), 2016, : 107 - 111
  • [34] An efficient load balancing system using adaptive dragonfly algorithm in cloud computing
    P. Neelima
    A. Rama Mohan Reddy
    [J]. Cluster Computing, 2020, 23 : 2891 - 2899
  • [35] Dynamic Load Balancing Algorithm for MPI Parallel Computing
    Sun Nian
    Liang Guangmin
    [J]. 2009 INTERNATIONAL CONFERENCE ON NEW TRENDS IN INFORMATION AND SERVICE SCIENCE (NISS 2009), VOLS 1 AND 2, 2009, : 95 - +
  • [36] Cloud computing load balancing based on improved genetic algorithm
    Zhu, Fengxia
    [J]. INTERNATIONAL JOURNAL OF GLOBAL ENERGY ISSUES, 2024, 46 (3-4) : 191 - 207
  • [37] A Task Scheduling Algorithm Based on Load Balancing in Cloud Computing
    Fang, Yiqiu
    Wang, Fei
    Ge, Junwei
    [J]. WEB INFORMATION SYSTEMS AND MINING, 2010, 6318 : 271 - +
  • [38] Proposing A Load Balancing Algorithm For The Optimization Of Cloud Computing Applications
    Shafiq, Dalia Abdulkareem
    Jhanjhi, N. Z.
    Abdullah, Azween
    [J]. 2019 13TH INTERNATIONAL CONFERENCE ON MATHEMATICS, ACTUARIAL SCIENCE, COMPUTER SCIENCE AND STATISTICS (MACS-13), 2019,
  • [39] Cloud Computing-Effect of Evolutionary Algorithm on Load Balancing
    Aslanzadeh, Shahrzad
    Chaczko, Zenon
    Chiu, Christopher
    [J]. COMPUTATIONAL INTELLIGENCE AND EFFICIENCY IN ENGINEERING SYSTEMS, 2015, 595 : 217 - 225
  • [40] LOAD BALANCING IN CLOUD COMPUTING VIA MAYFLY OPTIMIZATION ALGORITHM
    Jesi, Maria
    Appathurai, Ahilan
    Kumaran, Muthu
    Kumar, Arul
    [J]. REVUE ROUMAINE DES SCIENCES TECHNIQUES-SERIE ELECTROTECHNIQUE ET ENERGETIQUE, 2024, 69 (01): : 79 - 84