BOOK-CHAPTER

Load Balancing Using Swarm Intelligence in Cloud Environment for Sustainable Development

Yogita Yashveer RaghavVaibahv Vyas

Year: 2023 Advances in environmental engineering and green technologies book series Pages: 165-181   Publisher: IGI Global

Abstract

Load balancing plays a vital role in the effective management of resources within cloud computing environments. As the use of cloud technologies continues to expand rapidly, it becomes increasingly important to ensure efficient allocation of resources and address performance issues. The utilization of load balancing techniques becomes crucial in the distribution of workloads across multiple servers, thereby optimizing resource usage and enhancing system performance. Swarm intelligence-based load balancing presents a promising approach to achieving sustainable resource allocation in cloud environments. By leveraging self-organization and decentralized decision-making principles, swarm intelligence algorithms can optimize resource utilization, minimize energy consumption, and improve overall system performance. This chapter offers a comprehensive overview of this topic, emphasizing the potential advantages, challenges, and future directions associated with load balancing using swarm intelligence within the context of sustainable development in cloud environments.

Keywords:
Cloud computing Computer science Swarm intelligence Swarm behaviour Sustainable development Distributed computing Artificial intelligence Machine learning Operating system Particle swarm optimization Biology Ecology

Metrics

8
Cited By
7.13
FWCI (Field Weighted Citation Impact)
35
Refs
0.97
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Cloud Computing and Resource Management
Physical Sciences →  Computer Science →  Information Systems
IoT and Edge/Fog Computing
Physical Sciences →  Computer Science →  Computer Networks and Communications
Distributed and Parallel Computing Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications

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