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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Showing 2021Show all

8 papers · 1 filter

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…

eess.SP2021

Angle Diversity Trasmitter For High Speed Data Center Uplink Communications

Abrar S. Alhazmi, Sanaa H. Mohamed, Osama Z. Alsulami +2

This paper proposes an uplink optical wireless communication (OWC) link design that can be used by data centers to support communication in spine and leaf architectures between the…

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…