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% https://nu.technologypublisher.com/files/sites/adobestock_810835118.jpeg https://nu.testtechnologypublisher.com/files/sites/mark-saulich-23.jpg Source Adobe Stock By Yasiru # 810835118 Background: The...
Published: 1/31/2025   |   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, Technology Classifications > WIoT
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. https://nu.technologypublisher.com/files/sites/adobestock_273497085.jpeg https://nu.testtechnologypublisher.com/files/sites/mark-saulich-16.jpg Source: Adobe Stock By Tierney # 273497085 Background The...
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