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20182021
most citedBig Data Analytics for Wireless and Wired Network Design: A Survey

119 citations · 242 across the 38 of their papers we have counts for

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Showing 2018Show all

11 papers · 1 filter

cs.NI2018

Greening Big Data Networks: The Impact of Veracity

Ali M. Al-Salim, Taisir E. H. El-Gorashi, Ahmed Q. Lawey +1

The continuous increase in big data applications, in number and types, creates new challenges that should be tackled by the green ICT community. Big data is mainly characterized by…

cs.NI2018

Energy Efficient IoT Virtualization Framework with Peer to Peer Networking and Processing

Zaineb T. Al-Azez, Ahmed Q. Lawey, Taisir E. H. El-Gorashi +1

In this paper, an energy efficient IoT virtualization framework with P2P networking and edge computing is proposed. In this network, the IoT task processing requests are served by…

cs.NI2018★ 1 cited

Patient-Centric Cellular Networks Optimization using Big Data Analytics

Mohammed S. Hadi, Ahmed Q. Lawey, Taisir E. H. El-Gorashi +1

Big data analytics is one of the state-of-the-art tools to optimize networks and transform them from merely being a blind tube that conveys data, into a cognitive, conscious, and s…

cs.NI2018

Energy Efficient Service Distribution in Internet of Things

Barzan Yosuf, Mohamed Musa, Taisir Elgorashi +2

The Internet of Things (IoT) networks are expected to involve myriad of devices, ranging from simple sensors to powerful single board computers and smart phones. The great advancem…

cs.NI2018

Energy Efficiency of Fog Computing Health Monitoring Applications

Ida Syafiza M. Isa, Mohamed O. I. Musa, Taisir E. H. El-Gorashi +2

Fog computing offers a scalable and effective solution to overcome the increasing processing and networking demands of Internet of Thing (IoT) devices. In this paper, we investigat…

cs.NI2018

Impact of Link Failures on the Performance of MapReduce in Data Center Networks

Sanaa Hamid Mohamed, Taisir E. H. El-Gorashi, Jaafar M. H. Elmirghani

In this paper, we utilize Mixed Integer Linear Programming (MILP) models to determine the impact of link failures on the performance of shuffling operations in MapReduce when diffe…

cs.NI2018

On Energy Efficiency of Networks for Composable Datacentre Infrastructures

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

This paper evaluates the optimal scale of datacentre (DC) resource disaggregation for composable DC infrastructures and investigates the impact of present day silicon photonics tec…

cs.NI2018

Energy Efficiency of Server-Centric PON Data Center Architecture for Fog Computing

Sanaa Hamid Mohamed, Taisir E. H. El-Gorashi, Jaafar M. H. Elmirghani

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)-based d…

cs.NI2018

Real-time Emissions of Telecom Core Networks

Hatem A. Alharbi, Mohamed Musa, Taisir E. H. El-Gorashi +1

This paper focuses on investigating the direct and life cycle assessment (LCA) emissions in core networks, considering British telecom (BT) core network as a case study. We found t…

cs.NI2018★ 75 cited

Bounds for Energy-Efficient Survivable IP Over WDM Networks With Network Coding

Mohamed Musa, Taisir Elgorashi, Jaafar Elmirghani

In this work, we establish analytic bounds for the energy efficiency of 1 + 1 survivable IP over WDM networks using network coding. The analytic bounds are shown to be in close agr…

cs.NI2018★ 119 cited

Big Data Analytics for Wireless and Wired Network Design: A Survey

Mohammed S. Hadi, Ahmed Q. Lawey, Taisir E. H. El-Gorashi +1

Currently, the world is witnessing a mounting avalanche of data due to the increasing number of mobile network subscribers, Internet websites, and online services. This trend is co…