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20062026
most citedMachine Learning-based Approach for Depression Detection in Twitter Using Content and Activity Features

192 citations

Showing cs.DCShow all

10 papers · 1 filter

cs.DC2018★ 10 cited

Binary PSOGSA for Load Balancing Task Scheduling in Cloud Environment

Thanaa S. Alnusairi, Ashraf A. Shahin, Yassine Daadaa

In cloud environments, load balancing task scheduling is an important issue that directly affects resource utilization. Unquestionably, load balancing scheduling is a serious aspec…

cs.DC2018★ 3 cited

A Collective Neurodynamic Approach to Survivable Virtual Network Embedding

Ashraf A. Shahin

Network virtualization has attracted significant amount of attention in the last few years as one of the key features of cloud computing. Network virtualization allows multiple vir…

cs.DC2017★ 5 cited

Energy-Aware Virtual Network Embedding Approach for Distributed Cloud

Amal S. Alzahrani, Ashraf A. Shahin

Network virtualization has caught the attention of many researchers in recent years. It facilitates the process of creating several virtual networks over a single physical network.…

cs.DC2017★ 3 cited

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…

cs.DC2017★ 20 cited

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…

cs.DC2017★ 36 cited

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…