Mohanad Odema

According to our database, Mohanad Odema authored at least 17 papers between 2017 and 2024.

Collaborative distances:

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

2024

PrivyNAS: Privacy-Aware Neural Architecture Search for Split Computing in Edge-Cloud Systems.

Mohanad Odema, Mohammad Abdullah Al Faruque

IEEE Internet Things J., February, 2024

SCAR: Scheduling Multi-Model AI Workloads on Heterogeneous Multi-Chiplet Module Accelerators.

Mohanad Odema, Luke Chen, Hyoukjun Kwon, Mohammad Abdullah Al Faruque

CoRR, 2024

2023

MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment.

Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque

ACM Trans. Embed. Comput. Syst., October, 2023

Testudo: Collaborative Intelligence for Latency-Critical Autonomous Systems.

Mohanad Odema, Luke Chen, Marco Levorato, Mohammad Abdullah Al Faruque

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., June, 2023

Inter-Layer Scheduling Space Exploration for Multi-model Inference on Heterogeneous Chiplets.

Mohanad Odema, Hyoukjun Kwon, Mohammad Abdullah Al Faruque

CoRR, 2023

EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency.

Mohanad Odema, James Ferlez, Goli Vaisi, Yasser Shoukry, Mohammad Abdullah Al Faruque

Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling.

Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge.

Mohanad Odema, James Ferlez, Yasser Shoukry, Mohammad Abdullah Al Faruque

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs.

Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Template Matching Based Early Exit CNN for Energy-efficient Myocardial Infarction Detection on Low-power Wearable Devices.

Nafiul Rashid, Berken Utku Demirel, Mohanad Odema, Mohammad Abdullah Al Faruque

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems.

Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

2021

SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control.

Arnav V. Malawade, Mohanad Odema, Sebastien Lajeunesse-DeGroot, Mohammad Abdullah Al Faruque

ACM Trans. Embed. Comput. Syst., 2021

EExNAS: Early-Exit Neural Architecture Search Solutions for Low-Power Wearable Devices.

Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021

LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies.

Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Energy-Aware Design Methodology for Myocardial Infarction Detection on Low-Power Wearable Devices.

Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2018

A RESTful Architecture for Portable Remote Online Experimentation Services.

Mohanad Odema, Ihab Adly, Ahmed El-Baz, Hani Amin

Proceedings of the 7th International Conference on Software and Information Engineering, 2018

2017

Smart Aquaponics System for Industrial Internet of Things (IIoT).

Mohanad Odema, Ihab Adly, Ayman Wahba, Hani F. Ragai

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2017, 2017