Abstract

The significance of distributed applications is constantly rising due to technological advancements such as increasing internetworking of various computing devices and widespread usage of smart phones. Cloud computing is an information technology paradigm that enables ubiquitous access to shared pools of configurable system resources. Load balancing is one among various challenging issues in cloud computing. It is a mechanism to distribute the user requests among the virtual machines so that the requests are assigned proportional to the capacity of each virtual machine. Balancing of requests prevents the virtual machines from being either overloaded or under loaded. This paper presents a comparison of performance of load balancing algorithms in cloud computing. The algorithms considered for study are Throttled and Equally Spread Current Execution. Particle swarm optimization is also simulated to solve load balancing dynamically. The proposed work compares response time of all the three techniques. The simulation results show that particle swarm optimization performs better for dynamic changes in the system.

Keywords:
Load balancing (electrical power) Computer science Cloud computing Distributed computing Virtual machine Particle swarm optimization Internetworking Algorithm Operating system The Internet

Metrics

3
Cited By
0.45
FWCI (Field Weighted Citation Impact)
12
Refs
0.76
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
Distributed and Parallel Computing Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
IoT and Edge/Fog Computing
Physical Sciences →  Computer Science →  Computer Networks and Communications

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