Enhanced Active Monitoring Load Balancing Algorithm for Virtual Machines in Cloud Computing

被引:0
|
作者
Garg, Shikha [1 ]
Gupta, D. V. [2 ]
Dwivedi, Rakesh Kumar [3 ]
机构
[1] Uttarakhand Tech Univ, Dehra Dun, India
[2] Coll Engn Roorkee, Roorkee, Uttar Pradesh, India
[3] Teerthanker Mahaveer Univ, Moradabad, India
关键词
Cloud Computing; CloudAnalyst Tool; Data Center; Load Balancing; Virtual Machine;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This present research work aims to maximize the performance of cloud systems while reducing the response time through dynamic load balancing algorithm in cloud computing environment. Cloud computing provides different information technology services as a commodity to its users. When it was introduced, business industries were using large-scale main frames and they are increasing in numbers and sizes. All are aims to increase its number of users to get more revenue. Hence they need different types of services having infrastructure, platform, software and many more in less response time. Two types of policies exist in cloud computing systems namely static load balancing and dynamic load balancing. Static load balancing policies do not consider the current state of system. These algorithms are suitable for homogeneous and stable environment. Dynamic load balancing depends on the present behavior of the system. There are various dynamic load balancing policies for virtual machines already existing in this context including Throttled and Active Monitoring in cloud computing systems. These types of algorithms are more flexible in nature. In this research paper, Enhanced Active Monitoring Load Balancing (EAMLB) algorithm is designed to minimize the response time in cloud systems. EAMLB policy provides better response time than Active Monitoring policy that improves the performance of cloud systems. Further, to assess the proposed algorithm, CloudAnalyst tool is used and comparative analysis is also represented.
引用
收藏
页码:339 / 344
页数:6
相关论文
共 50 条
  • [21] The Realization of Load Balancing Algorithm in Cloud Computing
    Peng, Haoyou
    Han, Wuguang
    Yao, Jian
    Fu, Cuiyu
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND APPLICATION ENGINEERING (CSAE2018), 2018,
  • [22] Predictive Load Balancing Algorithm for Cloud Computing
    Umadevi, K. S.
    Chaturvedi, Pranav
    2017 INTERNATIONAL CONFERENCE ON MICROELECTRONIC DEVICES, CIRCUITS AND SYSTEMS (ICMDCS), 2017,
  • [23] Improving cloud computing virtual machines balancing through hosts and virtual machines similarities
    Brascher, Gabriel Beims
    Weingartner, Rafael
    Westphall, Carlos Becker
    2017 13TH IEEE WORLD CONGRESS ON SERVICES (SERVICES), 2017, : 76 - 85
  • [24] Creating Elasticity with Enhanced Weighted Optimization Load Balancing Algorithm in Cloud Computing
    Tyagi, Neha
    Rana, Ajay
    Kansal, Vineet
    PROCEEDINGS 2019 AMITY INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE (AICAI), 2019, : 600 - 604
  • [25] Dynamics Load Balancing in Virtual Machine for Cloud Computing
    Ismail, Mohd Badrulhisham
    Rahmat, Mohd Khairil
    Hashim, Habibah
    Yusof, Yusnani Mohd
    5TH INTERNATIONAL CONFERENCE ON GREEN DESIGN AND MANUFACTURE 2019 (ICONGDM 2019), 2019, 2129
  • [26] Load Balancing in Cloud Based on Live Migration of Virtual Machines
    Achar, Raghavendra
    Thilagam, P. Santhi
    Soans, Nihal
    Vikyath, P. V.
    Rao, Sathvik
    Vijeth, A. M.
    2013 ANNUAL IEEE INDIA CONFERENCE (INDICON), 2013,
  • [27] Efficient and enhanced load balancing algorithms in cloud computing
    Kaur, Prabhjot
    Deep Kaur, Pankaj
    International Journal of Grid and Distributed Computing, 2015, 8 (02): : 9 - 14
  • [28] Threshold Based Load Balancing Algorithm in Cloud Computing
    Chowdhury, Shusmoy
    Katangur, Ajay
    2022 IEEE 13TH INTERNATIONAL CONFERENCE ON JOINT CLOUD COMPUTING (JCC 2022), 2022, : 23 - 28
  • [29] Using Genetic Algorithm for Load Balancing in Cloud Computing
    Makasarwala, Hussain A.
    Hazari, Prasun
    2016 8TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTERS AND ARTIFICIAL INTELLIGENCE (ECAI), 2016,
  • [30] MODIFIED OPTIMAL ALGORITHM FOR LOAD BALANCING IN CLOUD COMPUTING
    Tripathi, Shruti
    Prajapati, Shriya
    Ansari, Nazish Ali
    2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND AUTOMATION (ICCCA), 2017, : 116 - 121