Hamza Fahim

Hamza Fahim
Tongji University · Shanghai Research Institute for Intelligent Autonomous Systems

Ph.D in Computer Science

About

20
Publications
3,237
Reads
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101
Citations
Additional affiliations
October 2020 - present
Tongji University
Position
  • PostDoc Position
April 2012 - September 2015
COMSATS University Islamabad
Position
  • Research Associate
Education
September 2016 - July 2020
Xi'an Jiaotong University
Field of study
  • COmputer Science and Networks
September 2012 - February 2015
COMSATS University Islamabad
Field of study
  • COmputer Science and Networks
February 2008 - February 2012
COMSATS University Islamabad
Field of study
  • Telecommunication and Networks

Publications

Publications (20)
Article
Full-text available
Taxi demand forecasting from origin to destination (OD) is an important component in managing public transportation needs on a city-wide scale. Accurate taxi demand forecasting may provide several benefits, including economic and traffic flow optimization. However, due to complicated spatial–temporal connections and irregular distant locations, pre...
Article
Full-text available
The introduction of sensor technology in our daily lives has brought comfort, convenience, and improved health over the past few decades. Technological advances further expanded the use of medical sensors by reducing their size and costs. Medical sensors improve the intelligence and capabilities of healthcare services including, remote health monit...
Preprint
Full-text available
Artificial neural network (ANN) ability to learn, correct errors, and transform a large amount of raw data into useful medical decisions for treatment and care have increased its popularity for enhanced patient safety and quality of care. Therefore, this paper reviews the critical role of ANNs in providing valuable insights for patients' healthcare...
Article
Intrabody Nanonetworks (IBN) are composed of nanosensors that have tremendous potential to enable cellular level monitoring and precision in drug delivery and diagnosis. Nanoscale communication using Electromagnetic (EM) waves propagation in the Terahertz (THz) band suffers from molecular absorption noise that has been regarded as the leading cause...
Article
An Intrabody Area Nanonetwork (Intra-BANN) is a set of nanoscale devices, which have outstanding cellular level precision and accuracy for enabling non-invasive healthcare monitoring and disease diagnosis. In the proposed work, we design a novel Feedforward Neural Networks (FFNNs) based data aggregation scheme that integrates the attributes of arti...
Article
The network switches and routers need to forward the network packets at a line-rate. The underlying hardware and software implementations may limit the performance of these packet processing devices. In this paper, we propose a novel model, called Lookaside, to increase the performance of the network switches by extracting the payload from the pack...
Article
Full-text available
An Intrabody Nanonetwork (IBNN) is constituted by nanoscale devices that are implanted inside the human body for monitoring of physiological parameters for disease diagnosis and treatment purposes. The extraordinary accuracy and precision of these nanoscale devices in cellular level disease diagnosis and drug delivery are envisioned to advance the...
Article
Full-text available
An Intrabody Nanonetwork (IBNN) is constituted by nanoscale devices that are implanted inside the human body for monitoring of physiological parameters for disease diagnosis and treatment purposes. The extraordinary accuracy and precision of these nanoscale devices in cellular level disease diagnosis and drug delivery are envisioned to advance the...
Article
Full-text available
An Intrabody Nanonetwork (IBNN) is composed of integrated nanoscale devices, implanted inside the human body to collect diagnostic information and tuning medical treatments. The non-invasive continuous monitoring and precision of these nanoscale devices in the diagnostic of diverse diseases is improving advanced monitoring, therapeutic, and telemed...
Article
Full-text available
Today, data center networks (DCNs) are built using multi-tier architecture. These large-scale networks face many challenges, such as security, delay, low throughput, loops, link oversubscription, TCP Incast and Outcast, etc. In this paper, a TCAM (Ternary Content Addressable Memory) based routing technique is proposed, augmenting the routing capabi...
Article
Full-text available
Wireless multimedia sensor networks (WMSNs) have emerged as a revolutionary technology, that has shifted the focus of low power wireless sensor networks (WSNs). These networks are aimed at gathering and delivering both scalar and multimedia data from the environment. WMSNs inherit the miniature size, low power, low processing and short range wirele...
Article
Full-text available
Wireless Sensor Networks(WSNs) have problem of energy starvation in their operations. This constraint demands that the topology of communicating nodes should be limited. One of the ways of restraining the communicating nodes is by creating a Connected Dominating Set(CDS) of nodes out of them. In this paper, an Optimized Region Based Efficient Data(...
Conference Paper
Many researcher has paid their to explore and monitor the under water environment. There are lot of application of Underwater WSNs like environment monitoring, exploration of under water surfaces, disaster preventions assisted navigation etc. Underwater sensors are totally different from the terrestrial sensors. Terrestrial sensor network uses the...
Conference Paper
The main purpose of the Wireless Sensor Network protocols is to enhance the network life time and balance the energy consumption in network. Sensor nodes send their data to the BS. So the nodes which are far away from the BS need more energy to send data. To overcome this problem we introduce a multilevel hierarchical protocol which enhances networ...
Conference Paper
In order to increase network life time scalable, efficient and adaptive routing protocols are need of current time. Many energy efficient protocols have been proposed, the Clustering algorithm is also a basic technique used for energy efficiency.In this paper we propose an energy efficient routing protocol that is based on Artificial Bee Colony (AB...

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