Könyv Green Cloud Akshat Dhingra

Green Cloud

Smart Resource Allocation and Optimization

Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Scholars' Press
Elérhetőség: Kiadói készleten rendelésre
Küldés 17-27 napon belül
23 685 Ft
Traditionally, while designing the systems, the main aim is to achieve maximum performance and the i...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2014
oldal
136
EAN
9783639717990
ISBN
3639717996
Enbook ID
07173511
Súly
209
Méretek
152 x 229 x 8

Teljes leírás

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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