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20182024
most citedBig Data Analytics for Wireless and Wired Network Design: A Survey

119 citations · 285 across the 92 of their papers we have counts for

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76 papers · 1 filter

cs.NI2024

Access-Point to Access-Point Connectivity for PON-based OWC Spine and Leaf Data Centre Architecture

Abrar S. Alhazmi, Sanaa H. Mohamed, Ahmad Qidan +2

In this paper, we propose incorporating Optical Wireless Communication (OWC) and Passive Optical Network (PON) technologies into next generation spine-and-leaf Data Centre Networks…

cs.NI2023

WDM/TDM over Passive Optical Networks with Cascaded-AWGRs for Data Centers

Mohammed Alharthi, Sanaa H. Mohamed, Taisir E. H. El-Gorashi +1

Data centers based on Passive Optical Networks (PONs) can provide high capacity, low cost, scalability, elasticity and high energy-efficiency. This paper introduces the use of WDM-…

cs.NI2023

Energy Efficient Resource Allocation for Demand Intensive Applications in a VLC Based Fog Architecture

Wafaa B. M. Fadlelmula, Sanaa H. Mohamed, Taisir E. H. El-Gorashi +1

In this paper, we propose an energy efficient passive optical network (PON) architecture for backhaul connectivity in indoor visible light communication (VLC) systems. The proposed…

cs.NI2022★ 1 cited

Energy Efficient UAV-Based Service Offloading over Cloud-Fog Architectures

Hatem A. Alharbi, Barzan A. Yosuf, Mohammad Aldossary +2

Unmanned Aerial Vehicles (UAVs) are poised to play a central role in revolutionizing future services offered by the envisioned smart cities, thanks to their agility, flexibility, a…

cs.NI2022

Energy Efficient VM Placement in a Heterogeneous Fog Computing Architecture

Abdullah M. Alqahtani, Barzan Yosuf, Sanaa H. Mohamed +2

Recent years have witnessed a remarkable development in communication and computing systems, mainly driven by the increasing demands of data and processing intensive applications s…

cs.NI2022

Energy-Efficient VM Placement in PON-based Data Center Architectures with Cascaded AWGRs

Mohammed Alharthi, Sanaa H. Mohamed, Barzan Yosuf +2

Data centers based on Passive Optical Networks (PONs) can offer scalability, low cost and high energy-efficiency. Application in data centers can use Virtual Machines (VMs) to prov…

cs.NI2022

Energy Efficient PON Backhaul Network for a VLC Based Fog Architecture

Wafaa B. M. Fadlelmula, Sanaa H. Mohamed, Taisir E. H. El-Gorashi +1

In this paper, an energy efficient passive optical network (PON) architecture is proposed for backhaul connectivity in indoor visible light communication (VLC) systems. The propose…

cs.NI2022

OWC-enabled Spine and Leaf Architecture Towards Energy Efficient Data Center Networks

Abrar S. Alhazmi, Sanaa H. Mohamed, T. E. H. El-Gorashi +1

Due to the emergence of new paradigms and services such as 5G/6G, IoT, and more, current deployed wired Data Center Networks (DCNs) are not meeting the required performance metrics…

cs.NI2021

Optical Wireless Sytems for Spine and Leaf Data Center Downlinks

Abrar S. Alhazmi, Sanaa H. Mohamed and, T. E. H. El-Gorashi +1

The continually growing demands for traffic as a result of advanced technologies in 5G and 6G systems offering services with intensive demands such as IoT and virtual reality appli…

cs.NI2021

Optimized Passive Optical Networks with Cascaded-AWGRs for Data Centers

Mohammed Alharthi, Sanaa H. Mohamed, Barzan Yosuf +2

The use of Passive Optical Networks (PONs) in modern and future data centers can provide energy efficiency, high capacity, low cost, scalability, and elasticity. This paper introdu…

cs.NI2021

Energy Efficient Resource Allocation in Federated Fog Computing Networks

Abdullah M. Alqahtani, Barzan Yosuf, Sanaa H. Mohamed +2

There is a continuous growth in demand for time sensitive applications which has shifted the cloud paradigm from a centralized computing architecture towards distributed heterogene…

cs.NI2021

Optical Networks for Composable Data Centers

Opeyemi O. Ajibola, Taisir E. H. El-Gorashi, Jaafar M. H. Elmirghani

Composable data centers (DCs) have been proposed to enable greater efficiencies as the uptake of on-demand computing services grows. In this article we give an overview of composab…

cs.NI2021

Network Topologies for Composable Data Centres

Opeyemi O. Ajibola, Taisir E. H. El-Gorashi, Jaafar M. H. Elmirghani

Suitable composable data center networks (DCNs) are essential to support the disaggregation of compute components in highly efficient next generation data centers (DCs). However, d…

cs.NI2021

Q-learning algorithm for resource allocation in WDMA-based optical wireless communication networks

Abdelrahman S. Elgamal, Osama Z. Alsulami, Ahmad Adnan Qidan +2

Visible Light Communication (VLC) has been widely investigated during the last decade due to its ability to provide high data rates with low power consumption. In general, resource…

cs.NI2021

Energy Minimized Federated Fog Computing over Passive Optical Networks

Abdullah M. Alqahtani, Barzan Yosuf, Sanaa H. Mohamed +2

The rapid growth of time-sensitive applications and services has driven enhancements to computing infrastructures. The main challenge that needs addressing for these applications i…

cs.NI2021

Energy-Efficient Distributed Machine Learning in Cloud Fog Networks

Mohammed M. Alenazi, Barzan A. Yosuf, Sanaa H. Mohamed +2

Massive amounts of data are expected to be generated by the billions of objects that form the Internet of Things (IoT). A variety of automated services such as monitoring will larg…

cs.NI2021

Energy-Efficient AI over a Virtualized Cloud Fog Network

Barzan A. Yosuf, Sanaa H. Mohamed, Mohamed Alenazi +2

Deep Neural Networks (DNNs) have served as a catalyst in introducing a plethora of next-generation services in the era of Internet of Things (IoT), thanks to the availability of ma…

cs.NI2021★ 1 cited

Power Minimization in Vehicular Cloud Architecture

Fatemah S. Behbehani, Taisir Elgorashi, Jaafar M. H. Elmirghani

Modern vehicles equipped with on-board units (OBU) are playing an essential role in the smart city revolution. The vehicular processing resources, however, are not used to their fu…

cs.NI2021

Resilient Architectures for Free Space Optical Wireless Interconnection Systems

Sanaa Hamid Mohamed, Osama Zwaid Alsulami, Taisir E. H. El-Gorashi +2

In this paper, we propose the use of two Passive Optical Network (PON)-based network architectures to connect free-space Optical Wireless Communication (OWC) Access Points (APs) wi…

cs.NI2021

Disaggregation for Energy Efficient Fog in Future 6G Networks

Opeyemi O. Ajibola, Taisir E. H. El-Gorashi, Jaafar M. H. Elmirghani

We study the benefits of adopting server disaggregation in the fog computing tier by evaluating energy efficient placement of interactive apps in a future fog 6G network. Using a m…

cs.NI2021

Optimized Energy Efficient Virtualization and Content Caching in 5G Networks

Ahmed N. Al-Quzweeni, Ahmed Q. Lawey, Taisir E. H. Elgorashi +1

Network function virtualization (NFV) and content caching are two promising technologies that hold great potential for network operators and designers. This paper optimizes the dep…

cs.NI2021★ 22 cited

Energy Efficient Placement of Workloads in Composable Data Center Networks

Opeyemi O. Ajibola, Taisir E. H. El-Gorashi, Jaafar M. H. Elmirghani

This paper studies the energy efficiency of composable datacentre (DC) infrastructures over network topologies. Using a mixed integer linear programming (MILP) model, we compare th…

cs.NI2020

Cloud Fog Architectures in 6G Networks

Barzan A. Yosuf, Amal A. Alahmadi, T. E. H. El-Gorashi +1

Prior to the advent of the cloud, storage and processing services were accommodated by specialized hardware, however, this approach introduced a number of challenges in terms of sc…

cs.NI2020★ 1 cited

Optimizing Co-flows Scheduling and Routing in Data Centre Networks for Big Data Applications

Sanaa Hamid Mohamed, Ali Hammadi, Taisir E. H. El-Gorashi +1

This paper optimizes the scheduling and routing of the co-flows of MapReduce shuffling phase in state-of-the-art and proposed Passive Optical Networking (PON)-based Data Centre Net…