Umair Mohammad

According to our database, Umair Mohammad authored at least 13 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Robustness of ML-Based Seizure Prediction Using Noisy EEG Data From Limited Channels.

Umair Mohammad, Fahad Saeed

Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

2023

Dynamic Task Allocation for Mobile Edge Learning.

Umair Mohammad, Sameh Sorour, Mohamed Hefeida

IEEE Trans. Mob. Comput., December, 2023

Energy Aware Task Allocation for Semi-Asynchronous Mobile Edge Learning.

Umair Mohammad, Sameh Sorour, Mohamed Hefeida

IEEE Trans. Green Commun. Netw., December, 2023

Energy Efficient AI/ML based Continuous Monitoring at the Edge: ECG and EEG Case Study.

Umair Mohammad, Fahad Saeed

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

SPERTL: Epileptic Seizure Prediction using EEG with ResNets and Transfer Learning.

Umair Mohammad, Fahad Saeed

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Optimal Task Allocation for Mobile Edge Learning with Global Training Time Constraints.

Umair Mohammad, Sameh Sorour, Mohamed Hefeida

Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021

Simulation Testbed for Evaluating Distributed Querying and Searching of Mass Spectrometry Big Data in a Network-based Infrastructure.

Umair Mohammad, Fahad Saeed

Proceedings of the Seventh IEEE International Conference on Big Data Computing Service and Applications, 2021

Search feasibility in distributed MS-proteomics big data.

Umair Mohammad, Fahad Saeed

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020

Task Allocation for Asynchronous Mobile Edge Learning with Delay and Energy Constraints.

Umair Mohammad, Sameh Sorour, Mohamed Hefeida

CoRR, 2020

Returning the Favor: What Wireless Networking Can Offer to AI and Edge Learning.

Sameh Sorour, Umair Mohammad, Amr Abutuleb, Hossam S. Hassanein

CoRR, 2020

Task Allocation for Mobile Federated and Offloaded Learning with Energy and Delay Constraints.

Umair Mohammad, Sameh Sorour, Mohamed Hefeida

Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

2019

Adaptive Task Allocation for Asynchronous Federated Mobile Edge Learning.

Umair Mohammad, Sameh Sorour

CoRR, 2019

Adaptive Task Allocation for Mobile Edge Learning.

Umair Mohammad, Sameh Sorour

Proceedings of the 2019 IEEE Wireless Communications and Networking Conference Workshop, 2019