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Mohammad, Umair
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Publications
Research
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Publications
selected scholarly works & creative activities
Article
2023
Dynamic Task Allocation for Mobile Edge Learning
.
IEEE Transactions on Mobile Computing
. 22:6860-6873.
Full Text via DOI:
10.1109/TMC.2021.3137017
Web of Science:
001098818300001
2023
Energy Aware Task Allocation for Semi-Asynchronous Mobile Edge Learning
.
IEEE Transactions on Green Communications and Networking
. 7:1766-1777.
Full Text via DOI:
10.1109/TGCN.2023.3244710
Web of Science:
001124167400016
2020
Vendor-Independent Reliability Testing Model for Vehicle-to-Infrastructure Communications
.
Transportation Research Record
. 2674:898-912.
Full Text via DOI:
10.1177/0361198120932910
Web of Science:
000547874500001
2019
Ticket-based QoS routing optimization using genetic algorithm for WSN applications in smart grid
.
Journal of Ambient Intelligence and Humanized Computing
. 10:1325-1338.
Full Text via DOI:
10.1007/s12652-018-0906-0
Web of Science:
000461322700005
Conference
2021
Optimal Task Allocation for Mobile Edge Learning with Global Training Time Constraints
.
2014 IEEE 11TH CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE (CCNC)
.
Full Text via DOI:
10.1109/CCNC49032.2021.9369468
Web of Science:
000668563500020
2020
Task Allocation for Mobile Federated and Offloaded Learning with Energy and Delay Constraints
.
2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS)
.
Full Text via DOI:
10.1109/iccworkshops49005.2020.9145450
Web of Science:
000607199300292
2019
Adaptive Task Allocation for Mobile Edge Learning
.
2015 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE WORKSHOPS (WCNCW)
.
Full Text via DOI:
10.1109/wcncw.2019.8902527
Web of Science:
000520408100006
2018
OFDM with generalized index shift keying
Full Text via DOI:
10.1109/IEEEGCC.2017.8447958
2018
Multi-Objective Resource Optimization for Hierarchical Mobile Edge Computing
.
2012 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM)
.
Web of Science:
000465774306003
2018
OFDM with Generalized Index Shift Keying
.
2017 9TH IEEE-GCC CONFERENCE AND EXHIBITION (GCCCE)
. 533-538.
Web of Science:
000468867400089
2016
Application of combined arma-neural network models to predict stock prices
Full Text via DOI:
10.1145/2955129.2955171
Preprint
2020
Task Allocation for Asynchronous Mobile Edge Learning with Delay and Energy Constraints
2020
Jointly Optimizing Dataset Size and Local Updates in Heterogeneous Mobile Edge Learning
2020
Returning the Favor: What Wireless Networking Can Offer to AI and Edge Learning
Full Text via DOI:
10.48550/arxiv.2006.07453
2019
Adaptive Task Allocation for Asynchronous Federated and Parallelized Mobile Edge Learning
2018
Adaptive Task Allocation for Mobile Edge Learning
Review
2020
Wearable Skin Sensors and Their Challenges: A Review of Transdermal, Optical, and Mechanical Sensors
.
Biosensors
.
Full Text via DOI:
10.3390/bios10060056
Web of Science:
000551231800001
2019
Implementation of a hybrid wind-solar desalination plant from an Internet of Things (IoT) perspective on a network simulation tool
.
Applied Computing and Informatics
. 7-11.
Full Text via DOI:
10.1016/j.aci.2018.03.001
Research
investigator on
STTR Phase I: Patient-Specific System for epileptic seizure prediction using wearable EEG data
awarded by
AI-NeoTech LLC
2024 - 2026
visualizations
Co-author Network
Co-investigator Network
Map of Science