Harnessing Data Types for Energy Efficiency: Innovative Cloud Approach: From Theory to Practice: Designing and Assessing Energy-Efficient Load Balancing Algorithms for Cloud Computing - Image 1

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LAP Lambert Academic Publishing Harnessing Data Types for Energy Efficiency: Innovative Cloud Approach: From Theory to Practice: Designing and Assessing Energy-Efficient Load Balancing Algorithms for Cloud Computing

Name: Harnessing Data Types for Energy Efficiency: Innovative Cloud Approach: From Theory to Practice: Designing and Assessing Energy-Efficient Load Balancing Algorithms for Cloud Computing
Brand: LAP Lambert Academic Publishing
Price: 83.0 GBP
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Computing & Internet

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Description

Maintaining accuracy in load balancing using metaheuristics poses challenges despite recent hybrid approaches. Optimized metaheuristic methods are employed to balance loads in the cloud efficiently. Multi-objective Quality of Service (QoS) metrics like reduced SLA violations, makespan, high throughput, and low energy consumption are crucial. Cloud applications, being computation-intensive, demand effective load balancing to prevent poor solutions due to exponential memory growth.To enhance load balancing in cloud computing, a new hybrid model is proposed, performing file classification using Filetype formatting. Three algorithms—Ant Colony Optimization using Filetype Formatting (ACOFTF), Data Format Classification using Support Vector Machine (DFC-SVM), and Datatype Formatting DFTF/DTF—are developed.Overall, the proposed hybrid metaheuristic approaches offer promising solutions for enhancing load balancing in cloud computing environments.

Product Specifications

Brand: LAP Lambert Academic Publishing
Format: paperback
ASIN: 620748729X
Category: Books > Subjects > Computing & Internet
Domain: Amazon UK
Release Date: 20 April 2024
Listed Since: 09 May 2024

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LAP Lambert Academic Publishing Harnessing Data Types for Energy Efficiency: Innovative Cloud Approach: From Theory to Practice: Designing and Assessing Energy-Efficient Load Balancing Algorithms for Cloud Computing

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LAP Lambert Academic Publishing Harnessing Data Types for Energy Efficiency: Innovative Cloud Approach: From Theory to Practice: Designing and Assessing Energy-Efficient Load Balancing Algorithms for Cloud Computing

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