Design and analysis of novel hybrid load balancing algorithm for cloud data centre

In recent years there is paradigm shift in computing, now data is used to store and compute in cloud environment. The Cloud Service Provider (CSP) maintains a huge shared pool of computing resources that provides on-demand services. The cloud customers are able to access the services and pay according to uses. When millions of users across the globe connect to cloud for their storage and computational needs, there might be issues such as delay in services. The proposed Novel Hybrid Load Balancing (NHLB) algorithm manages the load of the virtual machine in data centre. This paper is focused on certain problems like optimisation of performance, maximum throughput, minimisation of makespan, etc. NHLB algorithm is more efficient than conventional load balancing algorithms with reducing makespan, load imbalance and standard deviation. We compare the result of proposed NHLB algorithm with dynamic load balancing algorithm and honeybee algorithm. The result shows that the proposed NHLB algorithm is better than the dynamic and honeybee algorithms.

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Publication Details

Journal
International Journal of Grid and Utility Computing
Published
2025-01-01
DOI
https://doi.org/10.1504/ijguc.2025.147665
Primary Topic
Cloud Computing and Resource Management
Type
article
Field-Weighted Citation Impact
0.00
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article

Design and analysis of novel hybrid load balancing algorithm for cloud data centre

Ajay Kumar Dubey, Vimal Mishra
International Journal of Grid and Utility Computing
Cloud Computing and Resource Management
article

Design and analysis of novel hybrid load balancing algorithm for cloud data centre

Ajay Kumar Dubey, Vimal Mishra
article en

Abstract

In recent years there is paradigm shift in computing, now data is used to store and compute in cloud environment. The Cloud Service Provider (CSP) maintains a huge shared pool of computing resources that provides on-demand services. The cloud customers are able to access the services and pay according to uses. When millions of users across the globe connect to cloud for their storage and computational needs, there might be issues such as delay in services. The proposed Novel Hybrid Load Balancing (NHLB) algorithm manages the load of the virtual machine in data centre. This paper is focused on certain problems like optimisation of performance, maximum throughput, minimisation of makespan, etc. NHLB algorithm is more efficient than conventional load balancing algorithms with reducing makespan, load imbalance and standard deviation. We compare the result of proposed NHLB algorithm with dynamic load balancing algorithm and honeybee algorithm. The result shows that the proposed NHLB algorithm is better than the dynamic and honeybee algorithms.

International Journal of Grid and Utility ComputingVol. 16(4)
Dr. A.P.J. Abdul Kalam Technical University (IN), Pravara Institute of Medical Sciences (IN)
Openalex Percentile: Top 73%
Cloud Computing and Resource Management
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