Intelligent Particle Swarm Optimization Based Resource Provisioning Technique in Cloud Computing

نویسندگان

چکیده

Objectives: To find the optimal allocation of resources and minimize overall cost while meeting performance requirements applications. Methods: The proposed Intelligent PSO-based resource optimization in cloud computing evaluates quality solutions based on their parameters. Cloud Sim software is used as a simulation tool for testing evaluating new strategies cloud. Closest Data Center Service Broker Policy implemented Simulation. Findings: technique assigns workloads effectively available with an improvement 10.46% electricity consumption. Novelty: algorithm can further be employed identifying unused VM’s to reduce cost. Keywords: computing; Resource Scheduling; Load balancing; Particle Swarm Optimization; Quality

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ژورنال

عنوان ژورنال: Indian journal of science and technology

سال: 2023

ISSN: ['0974-5645', '0974-6846']

DOI: https://doi.org/10.17485/ijst/v16i16.308