Umair Mohammad

IEEE Trans. Mob. Comput., December, 2023

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2022

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Search feasibility in distributed MS-proteomics big data.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

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

2019

Adaptive Task Allocation for Asynchronous Federated Mobile Edge Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Adaptive Task Allocation for Mobile Edge Learning.

[BibT_eX]

[DOI]