Mohanad Odema

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Space Exploration

Content Management System

Neural Architecture

Design Methodology

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Mohanad Odema, Luke Chen, Hyoukjun Kwon, Mohammad Abdullah Al Faruque
SCAR: Scheduling Multi-Model AI Workloads on Heterogeneous Multi-Chiplet Module Accelerators. CoRR (2024)
Mohanad Odema, Mohammad Abdullah Al Faruque
PrivyNAS: Privacy-Aware Neural Architecture Search for Split Computing in Edge-Cloud Systems. IEEE Internet Things J. 11 (4) (2024)
Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. CoRR (2023)
Mohanad Odema, Hyoukjun Kwon, Mohammad Abdullah Al Faruque
Inter-Layer Scheduling Space Exploration for Multi-model Inference on Heterogeneous Chiplets. CoRR (2023)
Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs. CoRR (2023)
Mohanad Odema, James Ferlez, Goli Vaisi, Yasser Shoukry, Mohammad Abdullah Al Faruque
EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency. CoRR (2023)
Mohanad Odema, Luke Chen, Marco Levorato, Mohammad Abdullah Al Faruque
Testudo: Collaborative Intelligence for Latency-Critical Autonomous Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (6) (2023)
Mohanad Odema, James Ferlez, Yasser Shoukry, Mohammad Abdullah Al Faruque
SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge. DAC (2023)
Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs. DAC (2023)
Mohanad Odema, James Ferlez, Yasser Shoukry, Mohammad Abdullah Al Faruque
SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge. CoRR (2023)
Mohanad Odema, James Ferlez, Goli Vaisi, Yasser Shoukry, Mohammad Abdullah Al Faruque
EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency. ICCPS (2023)
Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling. DATE (2023)
Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque
Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems. ICCAD (2022)
Nafiul Rashid, Berken Utku Demirel, Mohanad Odema, Mohammad Abdullah Al Faruque
Template Matching Based Early Exit CNN for Energy-efficient Myocardial Infarction Detection on Low-power Wearable Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (2) (2022)
Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque
Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems. CoRR (2022)
Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling. CoRR (2022)
Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies. CoRR (2021)
Arnav V. Malawade, Mohanad Odema, Sebastien Lajeunesse-DeGroot, Mohammad Abdullah Al Faruque
SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control. ACM Trans. Embed. Comput. Syst. 20 (5s) (2021)
Arnav V. Malawade, Mohanad Odema, Sebastien Lajeunesse-DeGroot, Mohammad Abdullah Al Faruque
SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control. CoRR (2021)
Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque
EExNAS: Early-Exit Neural Architecture Search Solutions for Low-Power Wearable Devices. ISLPED (2021)
Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies. DAC (2021)
Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque
Energy-Aware Design Methodology for Myocardial Infarction Detection on Low-Power Wearable Devices. ASP-DAC (2021)
Mohanad Odema, Ihab Adly, Ahmed El-Baz, Hani Amin
A RESTful Architecture for Portable Remote Online Experimentation Services. ICSIE (2018)
Mohanad Odema, Ihab Adly, Ayman Wahba, Hani F. Ragai
Smart Aquaponics System for Industrial Internet of Things (IIoT). AISI (2017)