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ORCIDMohanad Odema
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2020 – today
- 2024
[j5]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): 6638-6651 (2024)- [c11]Mohanad Odema, Luke Chen, Hyoukjun Kwon, Mohammad Abdullah Al Faruque:
SCAR: Scheduling Multi-Model AI Workloads on Heterogeneous Multi-Chiplet Module Accelerators. MICRO 2024: 565-579 - [i10]Mohanad Odema, Luke Chen, Hyoukjun Kwon, Mohammad Abdullah Al Faruque:
SCAR: Scheduling Multi-Model AI Workloads on Heterogeneous Multi-Chiplet Module Accelerators. CoRR abs/2405.00790 (2024) - 2023
- [j4]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): 1770-1783 (2023) - [j3]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): 108:1-108:26 (2023) - [c10]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: 1-6 - [c9]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: 1-6 - [c8]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: 1-6 - [c7]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: 187-198 - [i9]Mohanad Odema, James Ferlez, Goli Vaisi, Yasser Shoukry, Mohammad Abdullah Al Faruque:
EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency. CoRR abs/2302.06572 (2023) - [i8]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 abs/2302.12493 (2023) - [i7]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 abs/2302.12926 (2023) - [i6]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 abs/2307.08065 (2023) - [i5]Mohanad Odema, Hyoukjun Kwon, Mohammad Abdullah Al Faruque:
Inter-Layer Scheduling Space Exploration for Multi-model Inference on Heterogeneous Chiplets. CoRR abs/2312.09401 (2023) - 2022
- [j2]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): 68:1-68:22 (2022) - [c6]Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque:
Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems. ICCAD 2022: 162:1-162:8 - [i4]Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque:
Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems. CoRR abs/2207.08865 (2022) - [i3]Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar:
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling. CoRR abs/2212.03354 (2022) - 2021
- [j1]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): 75:1-75:22 (2021) - [c5]Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque:
Energy-Aware Design Methodology for Myocardial Infarction Detection on Low-Power Wearable Devices. ASP-DAC 2021: 621-626 - [c4]Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque:
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies. DAC 2021: 403-408 - [c3]Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque:
EExNAS: Early-Exit Neural Architecture Search Solutions for Low-Power Wearable Devices. ISLPED 2021: 1-6 - [i2]Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque:
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies. CoRR abs/2107.09309 (2021) - [i1]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 abs/2107.10895 (2021)
2010 – 2019
- 2018
- [c2]Mohanad Odema, Ihab Adly, Ahmed El-Baz, Hani Amin:
A RESTful Architecture for Portable Remote Online Experimentation Services. ICSIE 2018: 102-105 - 2017
- [c1]Mohanad Odema, Ihab Adly, Ayman Wahba, Hani F. Ragai:
Smart Aquaponics System for Industrial Internet of Things (IIoT). AISI 2017: 844-854
Coauthor Index
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last updated on 2024-12-11 20:47 CET by the dblp team
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