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Figure 1 Layered Cloud stack model.
Thus, we propose that parameters should be defined by experts in the whole system (Cloud stack model) and think about future extensions towards expert recommendation systems enabling automatic decisions on the parameters to use.
On top of the Cloud stack model representing the configuration of all three layers, an adaptive framework for optimizing the utility of a specific job regarding these layers has been designed.
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This paper presents a Cloud stack configuration model tackling this challenge by supporting the specification of layer-specific parameters to be taken into account during the utility optimization process.
The developed Cloud stack configuration model enables the definition of scenario- and layer-specific parameters in a generic and flexible way for a not restricted set of applications, programming environments, and resources (compute, storage, network).
The current implementation of the Cloud stack configuration model is quite simple but very flexible due to the fact that any parameter can be represented and different types of descriptors are available to define diverse components of the Cloud stack including the application, multiple platforms, different resources (storage, compute, networking).
The company says it's the only one to have "a true virtual network model" in a cloud stack.
To describe the configuration parameters on all three layers, a generic model representing the Cloud stack via descriptors has been defined.
Thus, we defined a model of the Cloud stack (see Figure 1) comprising three layers: the application layer (SaaS), the execution environment layer (PaaS), and the resource layer (IaaS).
The remainder of this paper is organized as follows: The next section discusses related work followed by a section introducing the model for describing the different layers of the Cloud stack and presenting challenges regarding the configuration of these layers.
Therein, the process of maximizing the utility of specific configurations takes into account the Cloud stack: the application layer, the execution environment layer, and the resource layer, which is supported by the defined Cloud stack configuration model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com