activity
20182026
most citedA Survey of Big Data Machine Learning Applications Optimization in Cloud Data Centers and Networks

11 citations · 23 across the 30 of their papers we have counts for

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27 papers · 1 filter

cs.NI2026

Energy-Efficient Joint Optimization of VLC and Fog Computing Resources Allocation

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

In this paper, we consider an indoor networking architecture in which visible light communication (VLC) provides wireless connectivity between users and distributed fog computing r…

cs.NI2026

Energy Efficient Point-to-Point PON-based Architecture for the Backhaul of a VLC System

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

This paper proposes a point-to-point passive optical network (P2P-PON) architecture as an energy-efficient and low-latency backhaul solution for visible light communication (VLC)-e…

cs.NI2025★ 1 cited

Energy-efficient PON-based Backhaul Connectivity for a VLC-enabled Indoor Fog Computing Environment

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

In this paper, we consider the use of visible light communication (VLC) to provide connectivity to indoor fog computing resources and propose an energy-efficient passive optical ne…

cs.NI2024

Resilience in PON-based data centre architectures with two-tier cascaded AWGRs

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

This paper investigates the performance of a two-tier AWGR-based Passive Optical Network (PON) data centre architecture against an AWGR-based PON data centre architecture by consid…

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

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

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

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.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…

cs.NI2020

VM placement over WDM-TDM AWGR PON Based Data Centre Architecture

Azza E. A. Eltraify, Sanaa Hamid Mohamed, Jaafar M. H. Elmirghani

Passive optical networks (PON) can play a vital role in data centres and access fog solutions by providing scalable, cost and energy efficient architectures. This paper proposes a…

cs.NI2020

Caching Video-on-Demand in Metro and Access Fog Data Centres

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

This paper examines the utilization of metro fog data centres and access fog datacentres with integrated solar cells and Energy Storage Devices (ESDs) to assist cloud data centres…

cs.NI2020

Standards for Energy Efficient Virtualization, Content Distribution and Big Data in Beyond 5G Networks

Jaafar M. H. Elmirghani, Hatem Alharbi, Azza Eltraify +3

Power consumption in communication networks and the supporting computing systems continues to increase due to the increase in traffic and processing requirements, and due to the re…

cs.NI2020

PON-based connectivity for fog computing

Abdullah M. Alqahtani, Sanaa H. Mohamed, Taisir E. H. El-Gorashi +1

Fog computing plays a crucial role in satisfying the requirements of delay-sensitive applications such as connected vehicles, smart grids, and actuator networks by moving data proc…

cs.NI2020

Resource Allocation in Co-existing Optical Wireless HetNets

Osama Zwaid Alsulami, Sarah O. M. Saeed, Sanaa Hamid Mohamed +3

In multi-user optical wireless communication (OWC) systems interference between users and cells can significantly affect the quality of OWC links. Thus, in this paper, a mixed-inte…