Publications (32)
Towards Designing Systems with Large Number of Antennas for Range Extension in Ground-to-Air Communications
Haneya Naeem Qureshi, Ali Imran
Providing broadband connectivity to airborne systems using ground based cellular networks is a promising solution as it offers several advantages over satellite-based solutions. Ho…
A Machine Learning based Framework for KPI Maximization in Emerging Networks using Mobility Parameters
Joel Shodamola, Usama Masood, Marvin Manalastas +1
Current LTE network is faced with a plethora of Configuration and Optimization Parameters (COPs), both hard and soft, that are adjusted manually to manage the network and provide b…
Charge Crowding in Graphene-Silicon Diodes
Muhammad Abid Anwar, Munir Ali, Dong Pu +12
The performance of nanoscale electronic devices based on a two-three dimensional (2D-3D) interface is significantly affected by the electrical contacts that interconnect these mate…
From Simulators to Digital Twins for Enabling Emerging Cellular Networks: A Tutorial and Survey
Marvin Manalastas, Muhammad Umar Bin Farooq, Syed Muhammad Asad Zaidi +3
Simulators are indispensable parts of the research and development necessary to advance countless industries, including cellular networks. With simulators, the evaluation, analysis…
An AI-enabled Bias-Free Respiratory Disease Diagnosis Model using Cough Audio: A Case Study for COVID-19
Tabish Saeed, Aneeqa Ijaz, Ismail Sadiq +3
Cough-based diagnosis for Respiratory Diseases (RDs) using Artificial Intelligence (AI) has attracted considerable attention, yet many existing studies overlook confounding variabl…
OptiNIC: A Resilient and Tail-Optimal RDMA NIC for Distributed ML Workloads
Ertza Warraich, Ali Imran, Annus Zulfiqar +3
As distributed machine learning (ML) workloads scale to thousands of GPUs connected by high-speed interconnects, tail latency in collective communication has become a major bottlen…