Abdallah Shami

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Western University

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Cost-optimal V2X Service Placement in Distributed Cloud/Edge Environment

Deploying V2X services has become a challenging task. This is mainly due...
10/14/2020 ∙ by Abdallah Moubayed, et al. ∙ 0 ∙ share

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Machine Learning Towards Enabling Spectrum-as-a-Service Dynamic Sharing

The growth in wireless broadband users, devices, and novel applications ...
09/04/2020 ∙ by Abdallah Moubayed, et al. ∙ 0 ∙ share

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Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection

Cyber-security garnered significant attention due to the increased depen...
08/09/2020 ∙ by MohammadNoor Injadat, et al. ∙ 0 ∙ share

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Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection

Network attacks have been very prevalent as their rate is growing tremen...
08/05/2020 ∙ by MohammadNoor Injadat, et al. ∙ 0 ∙ share

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The Need for Advanced Intelligence in NFV Management and Orchestration

With the constant demand for connectivity at an all-time high, Network S...
08/03/2020 ∙ by Dimitrios Michael Manias, et al. ∙ 0 ∙ share

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On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice

Machine learning algorithms have been used widely in various application...
07/30/2020 ∙ by Li Yang, et al. ∙ 242 ∙ share

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A Machine Learning-Based Migration Strategy for Virtual Network Function Instances

With the growing demand for data connectivity, network service providers...
06/15/2020 ∙ by Dimitrios Michael Manias, et al. ∙ 0 ∙ share

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Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining

Predicting students' academic performance has been a research area of in...
06/09/2020 ∙ by MohammadNoor Injadat, et al. ∙ 0 ∙ share

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Ensemble-based Feature Selection and Classification Model for DNS Typo-squatting Detection

Domain Name System (DNS) plays in important role in the current IP-based...
06/08/2020 ∙ by Abdallah Moubayed, et al. ∙ 0 ∙ share

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Softwarization, Virtualization, Machine Learning For Intelligent Effective V2X Communications

The concept of the fifth generation (5G) mobile network system has emerg...
06/08/2020 ∙ by Abdallah Moubayed, et al. ∙ 0 ∙ share

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Depth-Optimized Delay-Aware Tree (DO-DAT) for Virtual Network Function Placement

With the constant increase in demand for data connectivity, network serv...
06/02/2020 ∙ by Dimitrios Michael Manias, et al. ∙ 0 ∙ share

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Systematic Ensemble Model Selection Approach for Educational Data Mining

A plethora of research has been done in the past focusing on predicting ...
05/13/2020 ∙ by MohammadNoor Injadat, et al. ∙ 0 ∙ share

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Introducing Virtual Security Functions into Latency-aware Placement for NFV Applications

The shift towards a completely virtualized networking environment is tri...
04/24/2020 ∙ by Ibrahim Tamim, et al. ∙ 0 ∙ share

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Multi-Component V2X Applications Placement in Edge Computing Environment

Vehicle-to-everything (V2X) services are attracting a lot of attention i...
04/22/2020 ∙ by Ibrahim Shaer, et al. ∙ 0 ∙ share

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Edge-enabled V2X Service Placement for Intelligent Transportation Systems

Vehicle-to-everything (V2X) communication and services have been garneri...
01/13/2020 ∙ by Abdallah Moubayed, et al. ∙ 0 ∙ share

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Machine Learning for Performance-Aware Virtual Network Function Placement

With the growing demand for data connectivity, network service providers...
01/13/2020 ∙ by Dimitrios Michael Manias, et al. ∙ 0 ∙ share

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Tree-based Intelligent Intrusion Detection System in Internet of Vehicles

The use of autonomous vehicles (AVs) is a promising technology in Intell...
10/18/2019 ∙ by Li Yang, et al. ∙ 1 ∙ share

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Intelligent Active Queue Management Using Explicit Congestion Notification

As more end devices are getting connected, the Internet will become more...
08/28/2019 ∙ by Cesar A. Gomez, et al. ∙ 0 ∙ share

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Direct Data Detection of OFDM Signals Over Wireless Channels

This paper presents a novel efficient receiver design for wireless commu...
02/09/2019 ∙ by Anas Saci, et al. ∙ 0 ∙ share

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A Novel Algorithm for Real-time Procedural Generation of Building Floor Plans

Real-time generation of natural-looking floor plans is vital in games wi...
11/26/2012 ∙ by Maysam Mirahmadi, et al. ∙ 0 ∙ share

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