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6 papers · 1 filter
Enhancing Elasticity of SaaS Applications using Queuing Theory
Ashraf A. Shahin
Elasticity is one of key features of cloud computing. Elasticity allows Software as a Service (SaaS) applications' provider to reduce cost of running applications. In large SaaS ap…
Using Multiple Seasonal Holt-Winters Exponential Smoothing to Predict Cloud Resource Provisioning
Ashraf A. Shahin
Elasticity is one of the key features of cloud computing that attracts many SaaS providers to minimize their services' cost. Cost is minimized by automatically provision and releas…
Automatic Cloud Resource Scaling Algorithm based on Long Short-Term Memory Recurrent Neural Network
Ashraf A. Shahin
Scalability is an important characteristic of cloud computing. With scalability, cost is minimized by provisioning and releasing resources according to demand. Most of current Infr…
Memetic Elitist Pareto Evolutionary Algorithm for Virtual Network Embedding
Ashraf A. Shahin
Assigning virtual network resources to physical network components, called Virtual Network Embedding, is a major challenge in cloud computing platforms. In this paper, we propose a…
Virtual Network Embedding Algorithms Based on Best-Fit Subgraph Detection
Ashraf A. Shahin
One of the main objectives of cloud computing providers is increasing the revenue of their cloud datacenters by accommodating virtual network requests as many as possible. However,…
Using Heavy Clique Base Coarsening to Enhance Virtual Network Embedding
Ashraf A. Shahin
Network virtualization allows cloud infrastructure providers to accommodate multiple virtual networks on a single physical network. However, mapping multiple virtual network resour…