Green Cloud

Name: Green Cloud
Brand: Scholars' Press
SKU: 9783639717990
Price: 350.8 RON
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Smart Resource Allocation and Optimization

Autor: Akshat Dhingra, Sanchita Paul

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Editura: Scholars' Press

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Traditionally, while designing the systems, the main aim is to achieve maximum performance and the i...

Informații despre carte

Autor

Akshat Dhingra, Sanchita Paul

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2014

Pagini

136

EAN

9783639717990

ISBN

3639717996

Enbook ID

07173511

Editura

Scholars' Press

Greutate

209

Dimensiuni

152 x 229 x 8

Descriere completă

Traditionally, while designing the systems, the main aim is to achieve maximum performance and the issue of energy consumption is usually overlooked. This however has now become a major issue as the demand for cloud computing and IT systems is rapidly growing.In this book, the aim has been to optimize the resource allocation of the Virtual Machines by applying various optimization techniques. The first proposed technique is Bacterial Foraging Optimization. This technique was later hybridized with Genetic Algorithms. After exploring these nature inspired optimization techniques, it became very interesting to explore some others that are not nature inspired. We therefore moved further with designing an optimization algorithm using the Simulated Annealing and the Gradient Descent Techniques. The results obtained after implementing these techniques were significantly good.

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Green Cloud

Smart Resource Allocation and Optimization

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