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This enhances current reactive rule-based scalability approaches and basic prediction techniques by a hybrid prediction solution.
We need to demonstrate that our prediction solution is resilient against input noises, one of which is the estimation error through smoothing.
We propose to use log smoothing and a fuzzy logic-based approach to make the prediction solution more robust in the context of these challenges.
Infrastructure monitoring tools measure the input values for the prediction solution (CPU, storage, network) as infrastructure parameters and performance as service-level data).
We specifically add log smoothing combined with a fuzzy logic approach to make the prediction solution more robust in the context of these challenges.
Our proposed solution builds on a core pattern-based quality prediction solution that can be used for cloud configuration in an environment where there is uncertainty about concerns such as correctness or completeness.
Similar(51)
He described therein how small terms in the prognostic fluid dynamics equations governing atmospheric flow could be neglected, and a finite differencing scheme in time and space could be devised, to allow numerical prediction solutions to be found.
During this time, the emergence of many innovative sensor-based health solutions has been particularly noteworthy: from iPhone-connected glucose meters and wireless ECG heart monitors, to fertility prediction solutions, to wearable fitness activity trackers, to mobile eye exams using a smartphone's camera.
Based on the numerical predictions, solutions have been developed to describe the load-displacement responses at each loading stage.
The analysis of solvents and products from an environmental point of view requires the knowledge or prediction of solution properties, such as solubility in water, Henry constants in aqueous solutions, octanol/water partition coefficients.
Computer-aided product design requires the generation of feasible compounds and the prediction of solution and pure component properties by group contribution methods.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com