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DARDA: Domain-Aware Real-Time Dynamic Adaptation of Edge-Assisted Neural Networks

Published: 7/11/2025 | Inventor(s): Shahriar Rifat, Francesco Restuccia, Jonathan Ashdown, Kurt Turck
Keywords(s): Dynamic Adaptation of Nueral Networks
Category(s): Technology Classifications > 3. Computer Science > AI, Technology Classifications > 3. Computer Science > Computing Methods
OffloaDNN: Shaping DNNs for Scalable Offloading of Computer Vision Tasks at the Edge

Published: 6/26/2025 | Inventor(s): Francesco Restuccia, Tanzil Hassan, Carla Fabiana Chiasserini, Corrado Puligheddu, Nancy Varshney, Jonathan Ashdown
Keywords(s): Computational Offloading, Edge devices, Resource allocation
Category(s): Technology Classifications > WIoT, Technology Classifications > 3. Computer Science > AI
SAWEC: Sensing-Assisted Wireless Edge Computing

Published: 6/17/2025 | Inventor(s): Francesco Restuccia, Khandaker Foysal Haque, Francesca Meneghello, Md Ebtidaul Karim
Keywords(s):
Category(s): Technology Classifications > WIoT, Technology Classifications > 3. Computer Science > AI, Technology Classifications > 3. Computer Science > Computing Methods
Faster and Accurate Neural Networks with Semantic Inference

Published: 1/31/2025 | Inventor(s): Francesco Restuccia, Jonathan Ashdown, A Q M Sazzad Sayyed
Keywords(s): Artificial intelligence, computer vision and deep learning, Efficient computing
Category(s): Technology Classifications > 3. Computer Science, Technology Classifications > WIoT
Methods for real-time wideband RF waveform and emission classification

Published: 1/29/2025 | Inventor(s): Tommaso Melodia, Milin Zhang, Salvatore D'Oro, Daniel Uvaydov, Francesco Restuccia, Clifton Robinson
Keywords(s): Deep learning, O-RAN, Spectrum sensing
Category(s): Technology Classifications > 3. Computer Science, Technology Classifications > WIoT
SiMWiSense: Simultaneous Multi-Subject Activity Classification Through Wi-Fi Signals

Published: 2/3/2025 | Inventor(s): Francesco Restuccia, Khandaker Foysal Haque, Milin Zhang
Keywords(s):
Category(s): Technology Classifications > 3. Computer Science, Technology Classifications > WIoT
I Sense Your Feedback: Rethinking Wi-Fi Sensing Through MU-MIMO Beamforming Feedback Learning

Published: 2/3/2025 | Inventor(s): Francesco Restuccia, Khandaker Foysal Haque, Milin Zhang
Keywords(s):
Category(s): Technology Classifications > 3. Computer Science, Technology Classifications > WIoT
3D-O-RAN: Dynamic Data Driven Open Radio Access Network Systems

Published: 1/31/2025 | Inventor(s): Francesco Restuccia, Erik Blasch, Jonathan Ashdown, Kurt Turck
Keywords(s):
Category(s): Technology Classifications > 3. Computer Science, Technology Classifications > WIoT
SEM-O-RAN: Semantic NextG O-RAN Slicing for Data-Driven Edge-Assisted Mobile Applications

Published: 1/31/2025 | Inventor(s): Corrado Puligheddu, Francesco Restuccia, Carla Fabiana Chiasserini
Keywords(s): 5G and beyond, 5G Networks, 6G, Deep learning, Machine Learning, Mobile devices, O-RAN, Semantics, Software-defined Networks
Category(s): Technology Classifications > 3. Computer Science, Technology Classifications > WIoT
V-Edge: Enabling Vehicular Edge Intelligence in Unlicensed Spectrum Bands

Published: 1/31/2025 | Inventor(s): Francesco Raviglione, Francesco Restuccia, Claudio Casetti
Keywords(s):
Category(s): Technology Classifications > 3. Computer Science, Technology Classifications > WIoT

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