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.
Authors
- Ajay Kumar Dubey (ORCID: https://orcid.org/0000-0002-3880-3496)
- Vimal Mishra (ORCID: https://orcid.org/0000-0001-7498-9905)
Institutions
- Dr. A.P.J. Abdul Kalam Technical University (IN)
- Pravara Institute of Medical Sciences (IN)
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