Approach for Real-Time Scaling in Load Balancing for Effective Resource Utilization in Cloud Computing
Abstract
Cloud computing is a
current model for getting to administrations by denotes of the web. This model
has a few strains, for example, load-adjusting, security measures, asset
orchestrating scaling, Quality of Service (QoS) control, administration
availability, and server farm energy use. Among these, quite possibly the most
prominent trials are load-balancing. Load balancing issue is a multivariate,
multi-requisite issue that corrupts the execution and efficacy of processing
assets. Load balancing methods correspond with the answer for load imbalanced
circumstances for two unwanted aspects of overloading and under-stacking. Load
balancing minimizes the overhead and maximizes throughput by dividing the tasks
among the available machines using various suitable load balancing algorithms.
In this paper, we have provided an overview of various aspects of load
balancing and its algorithms.
Country : India
1 Gopaji Monica
Assistant Professor, Department of Computer Science And Engineering, Malla Reddy College of Engineering for Women, Hyderabad -500100, Telangana, India
R. Z. Khan and M. O. Ahmad,
"Load balancing challenges in cloud computing: A survey", Proc. Int.
Conf. Signal Netw. Comput. Syst., vol. 396, pp. 25-32, 2016.
Brototi Mondala, Kousik Dasguptaa,
Paramartha Dutta: “Load Balancing in Cloud Computing using Stochastic Hill
Climbing-A Soft Computing Approach”, Procedia Technology 4 ( 2012 ): 783 – 789
Kanani, Bhavisha, and Bhumi Maniyar.
"Review on max-min task scheduling algorithm for cloud computing."
Journal of Emerging Technologies and Innovative Research 2.3 (2015): 781-784.
V. Soni and Dr. N.C. Barwar:
“Performance Analysis of Enhanced Max-Min and Min-Min Task Scheduling
Algorithms in Cloud Computing Environment'' in International Conference on
Emerging Trends in Science, Engineering and Management (ICETSEM-2018), Pune,
Maharashtra, India on 14th October 2018
V. Joshi and U. Thakkar, "A
Novel Approach for Real-Time Scaling in Load Balancing for Effective Resource
Utilization," 2018 International Conference on Smart City and Emerging
Technology (ICSCET), Mumbai, India, 2018.
S. Kumar Mishra, B. Sahoo and P.
Paramita Parida :“Load balancing in cloud computing: A big picture”, Journal of
King Saud University – Computer and Information Sciences 32, (2020)
U. Patel and H. Gupta, “A Review of
Load Balancing Technique in Cloud Computing” Published online: April 24, 2019.
S. Rao Gundu1, C. Arur Panem and
A.Thimmapuram: “Real Time Cloud Based Load Balance Algorithms and an Analysis”,
Published online: 28 May 2020
N.Tadapaneni, “A Survey of Various
Load Balancing Algorithms in Cloud Computing” Published online: April 2020.
N. Verma, V. Sharma, M. Kashyap and
A. Jha, "Heuristic Load Balancing Algorithms in Vulnerable Cloud Computing
Environment," 2018 International Conference on Advances in Computing,
Communication Control and Networking (ICACCCN), Greater Noida, India, 2018.
Muhammad Asim Shahid, Noman Islam,
Muhammad Mansoor Alam, Mazliham Mohd Su’ud and Shahrulniza Musa: “A
Comprehensive Study of Load Balancing Approaches in the Cloud Computing
Environment and a Novel Fault Tolerance Approach”, July 27, 2020.
P. Kumar and R. Kumar, "Issues
and challenges of load balancing techniques in cloud computing: A survey",
ACM Comput. Surveys, vol. 51, no. 6, pp. 1-35, Feb. 2019.