Umair Mohammad

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Mass Spectrometry

Wireless Networking

Top Venues

IEEE Trans. Mob. Comput.

Publications

Umair Mohammad, Fahad Saeed
Robustness of ML-Based Seizure Prediction Using Noisy EEG Data From Limited Channels. DCOSS-IoT (2024)
Umair Mohammad, Sameh Sorour, Mohamed Hefeida
Energy Aware Task Allocation for Semi-Asynchronous Mobile Edge Learning. IEEE Trans. Green Commun. Netw. 7 (4) (2023)
Umair Mohammad, Fahad Saeed
Energy Efficient AI/ML based Continuous Monitoring at the Edge: ECG and EEG Case Study. BIBM (2023)
Umair Mohammad, Sameh Sorour, Mohamed Hefeida
Dynamic Task Allocation for Mobile Edge Learning. IEEE Trans. Mob. Comput. 22 (12) (2023)
Umair Mohammad, Fahad Saeed
SPERTL: Epileptic Seizure Prediction using EEG with ResNets and Transfer Learning. BHI (2022)
Umair Mohammad, Fahad Saeed
Simulation Testbed for Evaluating Distributed Querying and Searching of Mass Spectrometry Big Data in a Network-based Infrastructure. BigDataService (2021)
Umair Mohammad, Sameh Sorour, Mohamed Hefeida
Optimal Task Allocation for Mobile Edge Learning with Global Training Time Constraints. CCNC (2021)
Umair Mohammad, Fahad Saeed
Search feasibility in distributed MS-proteomics big data. BCB (2021)
Umair Mohammad, Sameh Sorour, Mohamed Hefeida
Optimal Task Allocation for Mobile Edge Learning with Global Training Time Constraints. CoRR (2020)
Umair Mohammad, Sameh Sorour, Mohamed Hefeida
Task Allocation for Asynchronous Mobile Edge Learning with Delay and Energy Constraints. CoRR (2020)
Sameh Sorour, Umair Mohammad, Amr Abutuleb, Hossam S. Hassanein
Returning the Favor: What Wireless Networking Can Offer to AI and Edge Learning. CoRR (2020)
Umair Mohammad, Sameh Sorour, Mohamed Hefeida
Task Allocation for Mobile Federated and Offloaded Learning with Energy and Delay Constraints. ICC Workshops (2020)
Umair Mohammad, Sameh Sorour
Adaptive Task Allocation for Mobile Edge Learning. WCNC Workshops (2019)
Umair Mohammad, Sameh Sorour
Adaptive Task Allocation for Asynchronous Federated Mobile Edge Learning. CoRR (2019)
Umair Mohammad, Sameh Sorour
Adaptive Task Allocation for Mobile Edge Learning. CoRR (2018)