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 …

Resilient service embedding in IoT networks

HQ Al-Shammari, AQ Lawey, TEH El-Gorashi… - IEEE …, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) can support a significant number of services including those in
smart homes and the automation of industries and public utilities. However, the growth of …

Optical Data Center Networking: A Comprehensive Review on Traffic, Switching, Bandwidth Allocation, and Challenges

PA Baziana - IEEE Access, 2024 - ieeexplore.ieee.org
The accelerated growth of data traffic in data centers (DCs) globally is driven by the
dominance of multiple emerging data-intensive applications hosted by edge/cloud DCs …

Service embedding in IoT networks

HQ Al-Shammari, AQ Lawey, TEH El-Gorashi… - IEEE …, 2019 - ieeexplore.ieee.org
The Internet of Things (IoT) is the cornerstone of smart applications such as smart buildings,
smart factories, home automation, and healthcare automation. These smart applications …

Fair resource allocation based on user satisfaction in multi-OLT virtual passive optical network

N Zhan, C Gan, J Hui, Y Guo - IEEE Access, 2020 - ieeexplore.ieee.org
In this paper, a fair resource allocation mechanism based on user satisfaction in multiple
optical line terminal (multi-OLT) virtual passive optical network (VPON) is proposed. By …

Fog-assisted caching employing solar renewable energy and energy storage devices for video on demand services

SH Mohamed, MBA Halim, TEH Elgorashi… - IEEE …, 2020 - ieeexplore.ieee.org
This paper examines the reduction in the non-renewable power consumption of transport
networks including core, metro and access layers when Video-on-Demand (VoD) content is …

Arithmetic Study about Efficiency in Network Topologies for Data Centers

PJ Roig, S Alcaraz, K Gilly, C Bernad, C Juiz - Network, 2023 - mdpi.com
Data centers are getting more and more attention due the rapid increase of IoT deployments,
which may result in the implementation of smaller facilities being closer to the end users as …

Energy efficient service embedding in IoT over PON

HQ Al-Shammari, A Lawey, T El-Gorashi… - 2019 21st …, 2019 - ieeexplore.ieee.org
In this paper, we present an energy efficient service embedding framework in Internet of
Things (IoT) network using Mixed Integer Linear Programming (MILP). The framework …

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 …