Paper Title :Conserving Power with Intelligent Learning in Cloud Computing
Author :Yogita S.Patil
Article Citation :Yogita S.Patil ,
(2024 ) " Conserving Power with Intelligent Learning in Cloud Computing " ,
International Journal of Advance Computational Engineering and Networking (IJACEN) ,
pp. 6-11,
Volume-12,Issue-8
Abstract : In the world of cloud computing, this research paper introduces a revolutionary energy-saving methodology
driven by the usage of intellectual machine learning techniques. The proposed system, named "EcoCloudML(EC-ML)" uses
advanced algorithms, like neural networks based reinforcement learning, for fine tuning resources allocation which are used
at their needed time and cut down on energy use when the system is not in need of resources. By smoothly Integration of
machine learning, proposed methodology EcoCloudML (EC-ML) adjusts the needed resources based on real time demands
by effectively lowering unnecessary resource allocations. This creative solution not only guarantees higher efficiency
improvements in resources allocation, but also helps create a more eco-friendly, adaptable and cost-efficient cloud
supportive environment. Also basic network metrics like overall energy efficiency, resources Utilization factor, longevity of
life span of network structure and cost savings in cloud infrastructure maintenance.
Keywords - energy consumption, deep learning mechanism, cloud computing environment, power efficacy, smart
technology, resource optimization, sustainable computing model
Type : Research paper
Published : Volume-12,Issue-8
DOIONLINE NO - IJACEN-IRAJ-DOIONLINE-21169
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Copyright: © Institute of Research and Journals
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Published on 2024-11-19 |
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