Green Cloud

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Brand: Scholars' Press
SKU: 9783639717990
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Smart Resource Allocation and Optimization

Autor: Akshat Dhingra, Sanchita Paul

Język:

Oprawa: Miękka

Wydawca: Scholars' Press

Dostępność: Na zamówienie

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283.10 zł

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

Informacje o książce

Autor

Akshat Dhingra, Sanchita Paul

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2014

strony

136

EAN

9783639717990

ISBN

3639717996

Enbook ID

07173511

Wydawca

Scholars' Press

Waga

209

Wymiary

152 x 229 x 8

Pełny opis

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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