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Large Scale and Big Data
book

Large Scale and Big Data

by Sherif Sakr, Mohamed Gaber
June 2014
Intermediate to advanced content levelIntermediate to advanced
636 pages
23h 13m
English
Auerbach Publications
Content preview from Large Scale and Big Data
577Performance Analysis for Large IaaS Clouds
In [6], Genaud et al. used simulations to evaluate scheduling strategies in cloud.
The authors primarily focused on minimizing the wait time of jobs and the monetary
cost of the rented resources. Our numeric–analytic models can complement such
studies. Goudarzi et al. [10] studied optimization problems for multitier cloud appli-
cations by taking into account requests with different CPU, memory, and network
resource requirements. Performance models developed in this paper can be extended
for such heterogeneous requests. Yigitbasi et al. [24] performed an experimental
analysis for the resource acquisition and release times in Amazon EC2. Our stochas-
tic models can complement these studies and analyze ...
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Publisher Resources

ISBN: 9781466581500