A survey of big data machine learning applications optimization in cloud data centers and networks

SH Mohamed, TEH El-Gorashi… - arxiv preprint arxiv …, 2019 - arxiv.org
This survey article reviews the challenges associated with deploying and optimizing big data
applications and machine learning algorithms in cloud data centers and networks. The …

Energy efficiency of server-centric PON data center architecture for fog computing

SH Mohamed, TEH El-Gorashi… - … on Transparent Optical …, 2018 - ieeexplore.ieee.org
In this paper, we utilize Mixed Integer Linear Programming (MILP) models to compare the
energy efficiency and performance of a server-centric Passive Optical Networks (PON) …

Resource provisioning for cloud PON AWGR-based data center architecture

A Hammadi, M Musa, TEH El-Gorashi… - 2016 21st European …, 2016 - ieeexplore.ieee.org
Recent years have witnessed an ever-increasing growth for cloud computing services and
applications housed by data centers. PON based optical interconnects for data center …

Server-centric PON data center architecture

A Hammadi, TEH El-Gorashi, MOI Musa… - 2016 18th …, 2016 - ieeexplore.ieee.org
Over the last decade, the evolution of data center architecture designs has been mainly
driven by the ever increasing bandwidth demands, high power consumption and cost. With …

PON-based connectivity for fog computing

AM Alqahtani, SH Mohamed… - 2020 22nd …, 2020 - ieeexplore.ieee.org
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 …

Experimental evaluation of server centric passive optical network based data centre architecture

AEA Eltraify, MOI Musa, A Al-Quzweeni… - 2019 21st …, 2019 - ieeexplore.ieee.org
Passive optical networks (PON) technology has recently been proposed as a solution for
scalability, energy efficiency, high capacity, low cost, flexibility and oversubscription issues …

Energy-efficient software-defined AWGR-based PON data center network

A Hammadi, TEH El-Gorashi… - 2016 18th International …, 2016 - ieeexplore.ieee.org
In this paper, we present our results on tackling the oversubscription issue in the inter-cell
communication in the Arrayed Waveguide PON based data center architecture proposed in …

TDM/WDM over AWGR based passive optical network data centre architecture

AEA Eltraify, MOI Musa… - 2019 21st International …, 2019 - ieeexplore.ieee.org
Passive Optical Data Centre Networks have been developed due to the performance
limitations in current data centres to provide high performance within data centre networks …

Experimental evaluation of passive optical network based data centre architecture

AEA Eltraify, MOI Musa, A Al-Quzweeni… - 2018 20th …, 2018 - ieeexplore.ieee.org
Passive optical networks (PON) technology is increasingly becoming an attractive solution in
modern data centres as it provides energy efficient, high capacity, low cost, scalable and …

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

AS Alhazmi, SH Mohamed… - 2022 IEEE 8th …, 2022 - ieeexplore.ieee.org
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 …