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Mohanad Odema

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

May 01, 2024
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Inter-Layer Scheduling Space Exploration for Multi-model Inference on Heterogeneous Chiplets

Dec 14, 2023
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MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment

Jul 16, 2023
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SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge

Feb 24, 2023
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Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs

Feb 24, 2023
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EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency

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Feb 13, 2023
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HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling

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Dec 06, 2022
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Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems

Jul 18, 2022
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SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control

Jul 22, 2021
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LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies

Jul 20, 2021
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