Search Results - carla+fabiana+chiasserini

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OffloaDNN: Shaping DNNs for Scalable Offloading of Computer Vision Tasks at the Edge
OffloaDNN enhances mobile CV task execution by optimizing DNN layers, reducing memory use by 82.5%, and increasing task handling by 26.9% Copy Image URL via instructions below https://nu.testtechnologypublisher.com/files/sites/mark-saulich-23.jpg Background: The computational demands of deep neural networks (DNNs) for computer vision (CV)...
Published: 9/10/2024   |   Inventor(s): Francesco Restuccia, Tanzil Hassan, Carla Fabiana Chiasserini, Corrado Puligheddu, Nancy Varshney
Keywords(s): Computational Offloading, Edge devices, Resource allocation
Category(s): Technology Classifications > 3. Computer Science
SEM-O-RAN: Semantic NextG O-RAN Slicing for Data-Driven Edge-Assisted Mobile Applications
SEM-O-RAN uses O-RAN architecture and semantic compression to offload ML tasks to the edge, optimizing network resources and reducing latency. Copy Image URL via instructions below https://nu.testtechnologypublisher.com/files/sites/mark-saulich-16.jpg Background The exponential growth in the number of connected devices and the increasingly...
Published: 10/15/2024   |   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